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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0269477</article-id>
<article-id pub-id-type="publisher-id">PONE-D-21-40075</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject><subj-group><subject>Diagnostic radiology</subject><subj-group><subject>Ultrasound imaging</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Research and analysis methods</subject><subj-group><subject>Imaging techniques</subject><subj-group><subject>Diagnostic radiology</subject><subj-group><subject>Ultrasound imaging</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Radiology and imaging</subject><subj-group><subject>Diagnostic radiology</subject><subj-group><subject>Ultrasound imaging</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Maternal health</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Women's health</subject><subj-group><subject>Obstetrics and gynecology</subject><subj-group><subject>Pregnancy</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Nervous system</subject><subj-group><subject>Central nervous system</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Anatomy</subject><subj-group><subject>Nervous system</subject><subj-group><subject>Central nervous system</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Health care</subject><subj-group><subject>Health care providers</subject><subj-group><subject>Physicians</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>People and places</subject><subj-group><subject>Population groupings</subject><subj-group><subject>Professions</subject><subj-group><subject>Medical personnel</subject><subj-group><subject>Physicians</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject><subj-group><subject>Prenatal diagnosis</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Diagnostic medicine</subject></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>People and places</subject><subj-group><subject>Geographical locations</subject><subj-group><subject>Europe</subject><subj-group><subject>European Union</subject><subj-group><subject>France</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>People and places</subject><subj-group><subject>Population groupings</subject><subj-group><subject>Professions</subject><subj-group><subject>Medical personnel</subject><subj-group><subject>Midwives</subject></subj-group></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Asynchronous tele-expertise (ASTE) for prenatal diagnosis is feasible and cost saving: Results of a French case study</article-title>
<alt-title alt-title-type="running-head">Asynchronous tele-expertise (ASTE) for prenatal diagnosis</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Beldjerd</surname>
<given-names>M’hamed</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/software/">Software</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Lafouge</surname>
<given-names>Antoine</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Giorgi</surname>
<given-names>Roch</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0003-0072-9910</contrib-id>
<name name-style="western">
<surname>Le Corroller-Soriano</surname>
<given-names>Anne-Gaëlle</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/validation/">Validation</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-1479-7861</contrib-id>
<name name-style="western">
<surname>Quarello</surname>
<given-names>Edwin</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff005"><sup>5</sup></xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Inserm, Aix Marseille Université, IRD, SESSTIM, ISSPAM, Marseille, France</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Cabinet de Gynécologie et Obstétrique Hyères, Hyères, France</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Aix Marseille Université, APHM, INSERM, IRD, SESSTIM, ISSPAM, Hop Timone, BioSTIC, Biostatistique et Technologies de l’Information et de la Communication, Marseille, France</addr-line></aff>
<aff id="aff004"><label>4</label> <addr-line>Centre Image 2, Marseille, France</addr-line></aff>
<aff id="aff005"><label>5</label> <addr-line>Service de Gynécologie Obstétrique, Hôpital Saint Joseph, Marseille, France</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Desseauve</surname>
<given-names>David</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Lausanne University Hospital: Centre Hospitalier Universitaire Vaudois (CH), SWITZERLAND</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have read the journal’s policy and have the following competing interests: Edwin Quarello is a member of the medical committee of Rofim, a telemedicine startup based in France. There are no patents, products in development or marketed products associated with this research to declare. This does not alter our adherence to PLOS ONE policies on sharing data and materials.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">anne-gaelle.le-corroller@inserm.fr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>1</day>
<month>8</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>17</volume>
<issue>8</issue>
<elocation-id>e0269477</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>5</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-year>2022</copyright-year>
<copyright-holder>Beldjerd et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0269477"/>
<abstract>
<sec id="sec001">
<title>Objective</title>
<p>The objective of this study was to assess the potential of the use of asynchronous tele-expertise (ASTE) to provide prenatal diagnosis from a medical and economic point of view.</p>
</sec>
<sec id="sec002">
<title>Population</title>
<p>Patients screened by a midwife at a primary center.</p>
</sec>
<sec id="sec003">
<title>Methods</title>
<p>A technical and clinical evaluation was conducted retrospectively, and a cost minimization study compared asynchronous tele-expertise to face-to-face consultations that would have been performed without ASTE.</p>
</sec>
<sec id="sec004">
<title>Main outcome measures</title>
<p>In our study we assessed the feasibility of ASTE, what were the origins of the requests for expertise, whether patients need to be moved and the reasons for doing so, and the costs of tele-expertise and conventional consultation.</p>
</sec>
<sec id="sec005">
<title>Results</title>
<p>In this retrospective analysis 322 advices from 260 patients were interpreted remotely via a platform. The results revealed a 90.68% feasibility of transmitting in a satisfactory and interpretable way ultrasound images and videos via the tele-expertise platform (292/322 files). In our series, asynchronous analysis allowed the required physician to make an accurate diagnosis and identify 74 (28.5%, 95% CI [23% –33.9%]) pregnancies associated with malformations and rule out abnormalities in 186 (71.5%, 95% CI [66.1% –77%]) of the cases. The ASTE was not associated with face-to-face consultations for 72.7% (189/260) of the patients, who without moving, were able to have access to a precise diagnosis by ruling out the presence of anomalies in 163/189 of these patients and confirming them in 26/189 patients. The practice of ASTE would result from a societal point of view, an average saving of 61.8% (€ 120.57) per patient compared to a face-to-face consultation.</p>
</sec>
<sec id="sec006">
<title>Conclusion</title>
<p>The use of asynchronous tele-expertise (ASTE) using fetal ultrasound, is feasible and may contribute to increased diagnostic accuracy while generating a significant reduction in costs for society.</p>
</sec>
</abstract>
<funding-group>
<funding-statement>The author(s) received no specific funding for this work.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<page-count count="12"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>Our Data are available and have been added as Supplementary files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec007" sec-type="intro">
<title>Introduction</title>
<p>Ultrasound in pregnancy is mainly represented by two components: screening and diagnosis of congenital anomalies. In France, screening is performed by midwives and physicians that usually refer patients to experts or tertiary centers in case of discovery of unusual images and/or malformations. This expertise often geographically dispersed can be requested via tele-expertise, to ensure equitable access to quality care.</p>
<p>A component of telemedicine, tele-expertise is a medical decision-making aid provided to a so-called “requesting” medical professional by one or more medical professionals located at a distance called “required” or expert(s) [<xref ref-type="bibr" rid="pone.0269477.ref001">1</xref>]. This exchange via a secured messaging system can be done in real time “synchronous” or in deferred time “asynchronous”. While this practice has always existed, informally, it was only defined and regulated in France in 2010 and reimbursed by National Health Insurance only in February 2019 [<xref ref-type="bibr" rid="pone.0269477.ref002">2</xref>]. Models of telemedicine use have been successfully adopted in many health systems since the 1990s [<xref ref-type="bibr" rid="pone.0269477.ref003">3</xref>–<xref ref-type="bibr" rid="pone.0269477.ref006">6</xref>]. Landwehr et al. noted in 1997 that the development of technologies could improve the concordance of pre and postnatal diagnosis via the visualization of images [<xref ref-type="bibr" rid="pone.0269477.ref003">3</xref>]. Fisk et al. noted in 1996 that the cost of technology was high at the time [<xref ref-type="bibr" rid="pone.0269477.ref005">5</xref>]. These constraints have since been overcome with the development of information and communication technologies. More recent studies have thus shown the technical feasibility of transmitting images from fetal ultrasounds without any real loss of clinically relevant information and of interpreting them precisely [<xref ref-type="bibr" rid="pone.0269477.ref007">7</xref>–<xref ref-type="bibr" rid="pone.0269477.ref010">10</xref>] all by limiting anxiety [<xref ref-type="bibr" rid="pone.0269477.ref011">11</xref>] and unnecessary travel for patients who often live-in regions far from the center of expertise [<xref ref-type="bibr" rid="pone.0269477.ref012">12</xref>–<xref ref-type="bibr" rid="pone.0269477.ref014">14</xref>].</p>
<p>The aim of our work was to assess the use of asynchronous tele-expertise (ASTE) using ultrasound in the setting of prenatal diagnosis according to three axes: the feasibility, the medical relevance of this mode of communication between health professionals, and the cost of such a process from a societal point of view.</p>
</sec>
<sec id="sec008" sec-type="materials|methods">
<title>Materials and methods</title>
<p>A retrospective analysis was conducted in 2020 about patients who sought remote advice requests over a 48-month period from January 12, 2016, to January 21, 2020. All these patients were seen in consultations by a midwife sonographer (AL) located at Hyères, 82 km from the expert (EQ) center. He’s an experienced practitioner, graduated in national obstetrical ultrasound diploma. He has been performing obstetrical ultrasound for 16 years and this has been his main activity for 13 years.</p>
<p>Usually, when unusual images or even one or more malformations were discovered during a screening ultrasound, patients were sent to a face-to-face consultation for ultrasound control and prenatal interview with an expert. Faced with this type of situation, the midwife systematically recommends to the patients a second advice made remotely between him and the expert. After having provided the information and obtaining the patient’s verbal consent, the midwife sonographer, or requesting, sent the image(s) and/or video loop(s) that he/she deemed appropriate to the expert (required), for the request for advice associated with one or two questions: “Is this usual?” If not, “Should the patient need to be seen face-to-face consultation for additional ultrasound and prenatal advice?”. All the requests for advice were realized and recorded on the TriceFy<sup>®</sup> platform certified as a health data host with CE marking, via the sending of a question associated with images and/or video loops from the various ultrasound examinations.</p>
<p>The tele-expertise requests were classified according to maternal (maternal age at the time of the request), demographic (distance between the municipality of origin of the patient and the expert center in km) as well as fetal (gestational age and the type of anatomical system concerned: central nervous system; face; cardiovascular system; urinary system; digestive system; placenta, amniotic fluid, umbilical cord; etc.) characteristics. In order to assess the tele-expertise advices, the expert classified the still images and/or videos submitted as satisfactory or on the contrary unsatisfactory depending on whether or not an answer could be given to the question asked by the requesting, and thus that an expertise could or could not be carried out. We also collected the number of patients seen in person and the reasons behind these trips. The cost of such a process on an individual and societal scale was estimated.</p>
<p>The clinical data collected by the required doctor has been transmitted anonymously. They were used as the basis for the statistical analysis, using the statistical analysis software "Statistical Package for the Social Sciences" SPSS version 25.0. Descriptive statistics were mainly used. The quantitative variables are presented on average with assessment variables (minimum and maximum) and a dispersion indicator (standard deviation). Qualitative variables are presented in terms of frequency.</p>
<p>A cost minimization analysis comparing the tele-expertise strategy and the conventional strategy was carried out, under the assumption of equivalent efficiency. We compared by decision tree the patients included in our study to a hypothetic group of the same women for whom we simulated that they would have been seen only in a conventional way by going to the expert site. The resources consumed and the results of the strategies compared were identified using the expected impact matrix of the effects of telemedicine [<xref ref-type="bibr" rid="pone.0269477.ref015">15</xref>]. Only direct costs were included, and they were assessed from the perspective of society. For the innovative strategy, the costs taken into account were the tele-expertise act, the platform, the transport, and face-to-face consultation for patients who still required those. In France, four acts of tele-expertise per year and per patient can be billed to the National Insurance at a rate of 10 euros for the person requesting the opinion and 20 euros for the physician requested (expert). For the conventional strategy, the costs taken into account were the face-to-face consultation and the transport, which were applied to all the advices requested by all patients in the study. Cost data were reported as mean values and compared using a t-test. Bootstrapping (1000 replicates) was used to estimate the uncertainty in the average total cost distribution for each strategy. Economic modeling was performed on TreeAge Pro 2020 software. The probability figures for the occurrence of each event were derived from the clinical data of the present study. A sensitivity analysis was performed to test the robustness of the model. The details of the methodology used and the results will be presented in a future publication [<xref ref-type="bibr" rid="pone.0269477.ref016">16</xref>].</p>
<sec id="sec009">
<title>Ethics</title>
<p>The study protocol was approved by Inserm’s Ethical Evaluation Committee (opinion n°19–622).</p>
</sec>
</sec>
<sec id="sec010" sec-type="results">
<title>Results</title>
<sec id="sec011">
<title>Description of the study population</title>
<p>The midwife requested a tele-expertise for 260 patients, at the origin of 322 advices, 4 of whom were related to twin pregnancies. All patients accepted the ASTE’s request. During this study period, the midwife performed in average 2000 obstetrical ultrasound per year.</p>
<p>The mean age of the patients was 31.8 years (± 4.6). The mean gestational age at the time of ASTE was 27.7 (± 6.2) weeks. Of the 322 advices, 18 (5.6%), 112 (34.8%), and 192 (59.6%) were for pregnancies in the first, second, and third trimesters, respectively. Among the 260 patients, 213 (81.9%), 37 (14.2%), 6 (2.3%), 3 (1.2%) and 1 (0.4%) patient benefited from one, two, three, four and five advices respectively (<xref ref-type="table" rid="pone.0269477.t001">Table 1</xref>).</p>
<table-wrap id="pone.0269477.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.t001</object-id>
<label>Table 1</label> <caption><title>Characteristics of the study population.</title></caption>
<alternatives>
<graphic id="pone.0269477.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<tbody>
<tr>
<td align="left" style="background-color:#F2F2F2">characteristics</td>
<td align="right" colspan="3" style="background-color:#F2F2F2">Average (Standard deviation)</td>
</tr>
<tr>
<td align="left">Maternal age (n = 260)</td>
<td align="right" colspan="3">31.8 (4.6)</td>
</tr>
<tr>
<td align="left">Gestational age (n = 322)</td>
<td align="right" colspan="3">27.7 (6.2)</td>
</tr>
<tr>
<td align="left">Advices per patient (n = 260)</td>
<td align="right" colspan="3">1.24 (0.59)</td>
</tr>
<tr>
<td align="left">Devices concerned per patient (n = 260)</td>
<td align="right" colspan="3">1.13 (0.38)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Advices per patient</td>
<td align="right" colspan="3" style="background-color:#F2F2F2">Frequency (%)</td>
</tr>
<tr>
<td align="left">1 advice</td>
<td align="right" colspan="3">213 (81.9)</td>
</tr>
<tr>
<td align="left">2 advices</td>
<td align="right" colspan="3">37 (14.2)</td>
</tr>
<tr>
<td align="left">3 advices</td>
<td align="right" colspan="3">6 (2.3)</td>
</tr>
<tr>
<td align="left">4 advices</td>
<td align="right" colspan="3">3 (1.2)</td>
</tr>
<tr>
<td align="left">5 advices</td>
<td align="right" colspan="3">1 (0.4)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Devices involved for each pregnancy</td>
<td align="right" colspan="3" style="background-color:#F2F2F2"/>
</tr>
<tr>
<td align="left">1 device</td>
<td align="right" colspan="3">231 (88.9)</td>
</tr>
<tr>
<td align="left">2 devices</td>
<td align="right" colspan="3">25 (9.6)</td>
</tr>
<tr>
<td align="left">3 devices</td>
<td align="right" colspan="3">4 (1.5)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Number of notices per trimester of pregnancy / age group (years)</td>
<td align="right" style="background-color:#F2F2F2">T1</td>
<td align="right" style="background-color:#F2F2F2">T2</td>
<td align="right" style="background-color:#F2F2F2">T3</td>
</tr>
<tr>
<td align="left">&lt; 20</td>
<td align="right">-</td>
<td align="right">-</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">20–30</td>
<td align="right">6</td>
<td align="right">33</td>
<td align="right">61</td>
</tr>
<tr>
<td align="left">30–40</td>
<td align="right">12</td>
<td align="right">72</td>
<td align="right">120</td>
</tr>
<tr>
<td align="left">&gt; 40</td>
<td align="right">-</td>
<td align="right">7</td>
<td align="right">10</td>
</tr>
<tr>
<td align="left">Total: 322 reviews (260 patients)</td>
<td align="right">18</td>
<td align="right">112</td>
<td align="right">192</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Gestational age (SA) / Number of advices by devices concerned</td>
<td align="right" style="background-color:#F2F2F2">1 device</td>
<td align="right" style="background-color:#F2F2F2">2 devices</td>
<td align="right" style="background-color:#F2F2F2">3 devices</td>
</tr>
<tr>
<td align="left">9–16</td>
<td align="right">18</td>
<td align="right">2</td>
<td align="right">-</td>
</tr>
<tr>
<td align="left">16–23</td>
<td align="right">59</td>
<td align="right">3</td>
<td align="right">2</td>
</tr>
<tr>
<td align="left">23–30</td>
<td align="right">61</td>
<td align="right">5</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">30–37.2</td>
<td align="right">157</td>
<td align="right">13</td>
<td align="right">1</td>
</tr>
<tr>
<td align="left">Total: 322 reviews (260 patients)</td>
<td align="right"><bold>295</bold></td>
<td align="right"><bold>23</bold></td>
<td align="right"><bold>4</bold></td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>The average number of requests sent by the midwife to the expert per month and per quarter during the study period was 7 (min:1, max:18) and 19 (min:36, max:3) respectively.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>231/260 (88.1%), 25/260 (9.64%), and 4/260 (1.5%) of patients sought advice requests that involved one, two, or three anatomical systems respectively (<xref ref-type="table" rid="pone.0269477.t001">Table 1</xref>).</p>
</sec>
<sec id="sec012">
<title>ASTE data</title>
<sec id="sec013">
<title>Requests for advice</title>
<p>Out of the 322 files sent by the midwife sonographer via the tele-expertise platform 292 (90.7%) were qualified by the expert as satisfactory, thus allowing their interpretation and answering the question asked by the applicant. Given there is, so far, no guideline related to remote expertise, we considered the expert’s point of view. For the remaining 30 (9.3%) files, it was not possible to answer the question asked (<xref ref-type="table" rid="pone.0269477.t002">Table 2</xref>). This required face-to-face technical expertise from the expert in order to obtain additional images necessary for the establishment of the diagnosis and or in connection with poor quality of the still images and or videos sent. Referral for prenatal counseling is related to the severity of the fetal anomaly or the degree of concern the couple has about the diagnosis (<xref ref-type="table" rid="pone.0269477.t002">Table 2</xref>).</p>
<table-wrap id="pone.0269477.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.t002</object-id>
<label>Table 2</label> <caption><title>Data relating to expertise.</title></caption>
<alternatives>
<graphic id="pone.0269477.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"/>
<th align="right">Frequency (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" style="background-color:#F2F2F2">Quality of the files relating to the 322 reviews</td>
<td align="right" style="background-color:#F2F2F2"/>
</tr>
<tr>
<td align="left">Satisfactory</td>
<td align="right">292 (90.7%)</td>
</tr>
<tr>
<td align="left">Unsatisfactory</td>
<td align="right">30 (9.3%)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Patients seen or not (n = 260)</td>
<td align="right" style="background-color:#F2F2F2"/>
</tr>
<tr>
<td align="left">Unseen patients</td>
<td align="right">189 (72.7%)</td>
</tr>
<tr>
<td align="left">Patients seen</td>
<td align="right">71 (27.3%)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Reasons for travel for a face-to-face consultation (n = 71)</td>
<td align="right" style="background-color:#F2F2F2"/>
</tr>
<tr>
<td align="left">Additional expertise required—prenatal counseling</td>
<td align="right">39 (15.0%)</td>
</tr>
<tr>
<td align="left">Unsatisfactory resolution of transmitted files</td>
<td align="right">11 (4.2%)</td>
</tr>
<tr>
<td align="left">Prenatal counseling</td>
<td align="right">9 (3.5%)</td>
</tr>
<tr>
<td align="left">Concern REQUIRING despite the conclusion of the required physician</td>
<td align="right">6 (2.3%)</td>
</tr>
<tr>
<td align="left">PATIENT’S concern despite the conclusion of the requested physician</td>
<td align="right">6 (2.3%)</td>
</tr>
<tr>
<td align="left" style="background-color:#F2F2F2">Diagnoses made by patients seen or not (n = 260)</td>
<td align="right" style="background-color:#F2F2F2"/>
</tr>
<tr>
<td align="left">Anomalies detected</td>
<td align="right">74 (28.5%)</td>
</tr>
<tr>
<td align="left"> Unseen patients</td>
<td align="right">26 (35.1%)</td>
</tr>
<tr>
<td align="left"> Patients seen</td>
<td align="right">48 (64.9%)</td>
</tr>
<tr>
<td align="left">No anomalies detected</td>
<td align="right">186 (71.5%)</td>
</tr>
<tr>
<td align="left"> Unseen patients</td>
<td align="right">163 (87.6%)</td>
</tr>
<tr>
<td align="left"> Patients seen</td>
<td align="right">23 (12.4%)</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
<p>A total of 72 (22.4%) of the 322 consultations required patients to travel. The distribution of the 322 consultations by type of consultation, ASTE alone or ASTE combined with a face-to-face consultation, is shown in (<xref ref-type="fig" rid="pone.0269477.g001">Fig 1</xref>). Data is broken down by calendar quarter.</p>
<fig id="pone.0269477.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Breakdown by calendar quarter of the 322 advices requested by the 260 patients according to whether they were seen face-to-face or tele-expertized.</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.g001" xlink:type="simple"/>
</fig>
</sec>
<sec id="sec014">
<title>Patients</title>
<p>If we consider now the 260 patients and no longer the 322 requests for advice, the advices from 232 (89.2%) and 28 (10.8%) of the patients were considered to be satisfactory and unsatisfactory, respectively. In the 260 patients, we observed an absence and presence of abnormalities in 186 (71.5%) and in 74 (28.5%) patients respectively; 46 of these patients were seen in the clinic and the reasons are detailed in (<xref ref-type="fig" rid="pone.0269477.g002">Fig 2</xref>).</p>
<fig id="pone.0269477.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Breakdown of 260 patients who benefited from the tele-expertise strategy, with specific reasons for face-to-face consultations.</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.g002" xlink:type="simple"/>
</fig>
</sec>
<sec id="sec015">
<title>Face-to-face cases</title>
<p>71/260 (27.3%) patients, at the origin of 97 advices, were seen in face-to-face consultation. However, they were seen for 72/97 (74.2%) of these advices (one patient seen twice). 25/97 (25.8%) of the remaining corresponded to second tele-expert advices later during the pregnancy.</p>
<p>The reasons for the face-to-face consultation are represented by the following situations: 11/71 (15.5%) of the patients seen are related to an inability to answer the question asked due to insufficient and or a poor quality of the images and or videos transmitted. 39/71 (54.9%) were seen for a complementary ultrasound examination to ensure the isolated nature of the anomaly accompanied by an antenatal interview. 9/71 (12.7%) required an antenatal counselling interview despite the fact that the images allowed a diagnosis to be made. 6/71 (8.5%) were seen due to the concern of the patient and 6/71 (8.5%) were seen due to the concern of the requesting, despite the fact that an expert’s opinion may have already been established (<xref ref-type="table" rid="pone.0269477.t002">Table 2</xref>). It is important to underline that 21/71 (29.6%) seen in face-to-face already had a diagnosis established by ASTE.</p>
<p>In 189/260 (72.7%) patients, the assessment of images and/or videos was deemed satisfactory by the expert by ASTE and physical consultations could have been avoided.</p>
<p>The anomalies detected are reported separately and in combination in <xref ref-type="table" rid="pone.0269477.t003">Table 3</xref>.</p>
<table-wrap id="pone.0269477.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.t003</object-id>
<label>Table 3</label> <caption><title>Distribution of malformations detected by type of device concerned.</title></caption>
<alternatives>
<graphic id="pone.0269477.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left" colspan="2" style="background-color:#F2F2F2">Isolated malformations</th>
<th align="left" colspan="2" style="background-color:#F2F2F2">Associated malformations</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Heart</td>
<td align="left">15</td>
<td align="left">Heart +Appendices</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">CNS</td>
<td align="left">11</td>
<td align="left">Heart +CNS</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">NT</td>
<td align="left">6</td>
<td align="left">Heart +Digestive</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Vascular</td>
<td align="left">6</td>
<td align="left">Heart + NT</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Face</td>
<td align="left">5</td>
<td align="left">Heart + Urinary</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Digestive</td>
<td align="left">5</td>
<td align="left">CNS + Appendices</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Urinary</td>
<td align="left">4</td>
<td align="left">CNS + Digestive</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Skeleton</td>
<td align="left">3</td>
<td align="left">CNS + heart + Digestive</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Ends</td>
<td align="left">2</td>
<td align="left">CNS +Biometrics</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Appendices</td>
<td align="left">2</td>
<td align="left">CNS + ExG</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Biometrics</td>
<td align="left">1</td>
<td align="left">Urinary + IUGR</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Thorax</td>
<td align="left">1</td>
<td align="left">Skeleton + IUGR</td>
<td align="left">1</td>
</tr>
<tr>
<td align="left">Polymalformative syndrome</td>
<td align="left">1</td>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>CNS: Central nervous system, NT: Nuchal translucency, IUGR: Intrauterine growth restriction, ExG: Malformation of the external genitalia.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec016">
<title>ASTE economic analysis</title>
<p>Over the 48-month study period and for a population of 260 patients, we estimated the total cost from a societal point of view of the innovative strategy to € 19,356.32 compared to € 50,707.40 for the conventional strategy. Thus, the average total cost per patient of the ASTE strategy was € 74.45 (95% CI: € 66.36–€ 82.54) against € 195.02 (95% CI: € 183.90–€ 206.14) for the conventional one. The practice of ASTE would result from a societal point of view, an average saving of 63,27% (€ 123.40) per patient.</p>
<p>In the conventional strategy (single face-to-face consultation) we considered two cost factors: the consultation and the transport that represented 61.6% (€ 120.08) and 38.4% (€ 74.94) respectively of the average total cost. With regard to ASTE, whose operating mode mainly combines advice given at a distance but also a lesser part of face-to-face consultation, we considered four cost factors at the origin of the costs: the parts attributable to the act of tele-expertise, the face-to-face consultation when it is carried out, the transport associated with this consultation, and the management costs of the tele-expertise platform representing 41.8% (€ 31.15), 34.6% (€ 25.73), 22.0% (€ 16.41), and 1.6% (€ 1.16) respectively of the average total cost. The share of each cost by strategy is illustrated in (<xref ref-type="fig" rid="pone.0269477.g003">Fig 3</xref>).</p>
<fig id="pone.0269477.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0269477.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Distribution of average costs by strategy.</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.g003" xlink:type="simple"/>
</fig>
<p>In addition to the reduction of costs, the ASTE strategy notably made it possible to save time for these 260 patients who would have covered an average distance of 158.98 km with a minimum and maximum distance of 92.7 km and 496 km respectively. The average journey time was estimated at 2h19mn (min: 1h34mn, max 6h34mn).</p>
</sec>
</sec>
<sec id="sec017" sec-type="conclusions">
<title>Discussion</title>
<p>This study highlights the potential of ASTE using ultrasound to facilitate the exchange of medical data between health professionals, allowing for timely and non-time-consuming accurate remote expertise without requiring the presence or travel of patients. Indeed, obstetric ultrasounds and the resulting data seem suitable for ASTE as a transmission model necessary for their remote interpretation, this is corroborated by the findings, on the one hand, of a high rate of interpretability of 90.7% (95% CI = [87.5%; 93.9%]) and on the other hand, ASTE detected 28.5% (95% CI = [23.0%; 33.9%]) abnormalities in our study population. This practice also has an economic interest, by reducing the direct costs generated by a face-to-face consultation.</p>
<p>The advantage that this technology offers is twofold because besides the confirmation of an abnormality which is essential before the postnatal management options are discussed with the parents, the exclusion of a false positive case is also an equally important clinical criterion. Indeed, ASTE can significantly contribute to reduce the psychological stress that could ultimately be induced by a false diagnosis by considerably reducing the time required to obtain an expert opinion. The present study highlights in particular a significant reduction in the number of patient trips, with the possible recourse to a face-to-face consultation which will always be necessary for a minority of cases [<xref ref-type="bibr" rid="pone.0269477.ref005">5</xref>]. These cases mainly require technical expertise and for reassurance, which can only be obtained through meeting with the expert. Patients who were seen for an explanatory consultation could now be conducted by videoconference. This modality was not retained during the study period, because while we had voluntarily agreed to handle requests for advice via ASTE, we had chosen to continue to see couples face-to-face when a significant problem was discovered.</p>
<p>The majority of abnormalities detected by the expert physician were cardiac. This type of serious malformation is among the most common and their detection is sometimes complex [<xref ref-type="bibr" rid="pone.0269477.ref017">17</xref>]. To overcome the limited availability of this expertise, F. Viñals et al. evaluated, in this regard, the correlation between the interpretations from spatio temporal image correlation (STIC) volumes obtained by two operators (obstetricians) inexperienced in fetal echocardiography, transmitted via the Internet. The authors concluded that an Internet tele-expertise relationship is technically feasible and is a very useful tool for the diagnosis and learning of congenital heart disease [<xref ref-type="bibr" rid="pone.0269477.ref012">12</xref>]. This teaching effect and these same types of clinical outcomes have also been reported by McCrossan et al. [<xref ref-type="bibr" rid="pone.0269477.ref013">13</xref>].</p>
<p>Thus, tele-expertise may help improve the learning curve of the requesting physician, especially in the presence of successful interprofessional communication (via email or telephone). However, soon the acquisition of synchronous images or videos could allowed more control of the quality in real time and reduced the frequency of transmitted files judged to be uninterpretable but are, so far, difficult to schedule. Of course, the Body Mass Index (BMI) is an important cause, not evaluated here, that can be the cause of sending uninterpretable images and videos. In the construction of the relationship between the requesting and the required, it is important to underline the construction of a learning curve in the way of asking a question and especially in the way of associating informative images and videos.</p>
<p>The establishment of training programs and certification in imaging subject to tele-expertise should be given priority in the near future in order to improve the skills development of inexperienced operators. Vinayak et al. demonstrated that midwives who had no previous training in ultrasound could be trained in the use of ultrasound and perform obstetric ultrasounds, whose images and interim reports were transmitted over a 3G mobile phone network. The results showed excellent correlations between prenatal and postnatal diagnoses [<xref ref-type="bibr" rid="pone.0269477.ref018">18</xref>].</p>
<p>However, consulting a colleague when you feel that you do not have the necessary expertise to make a diagnosis is certainly a delicate exercise, but essential for the accuracy of the diagnosis [<xref ref-type="bibr" rid="pone.0269477.ref019">19</xref>]. In addition to the current limits underpinned by the acceptance of changing the method of requesting an opinion, there is an issue relating to the remuneration of tele-expertise acts. When it is considered too low by health professionals, it constitutes a major obstacle to their adherence [<xref ref-type="bibr" rid="pone.0269477.ref020">20</xref>]. All these existing reasons contributed to the unattractiveness of tele-expertise in the past and even to this day, with regard to the tele-expertise practices carried out [<xref ref-type="bibr" rid="pone.0269477.ref021">21</xref>] and the medico-legal risk without any specific case law to date in France. However, the current pandemic has changed the paradigm of all medical appointment modalities, and we are witnessing a real craze for this new type of practice.</p>
<p>Although evaluated here for prenatal diagnosis by obstetrical ultrasound, our model can be applied to other specialties based on still images or video loops such as dermatology, ophthalmology and radiology. The development of a tele-expertise model, as described in our study, easy to implement in clinical practice, inexpensive (require an inexpensive technology, not requiring specific equipment), and with effective clinical outcomes, would allow a rationalization of resources and equitable access to expertise which is often geographically dispersed. Nevertheless, it requires a good understanding of the limits associated with this mode of communication, and above all a relationship of trust between the "requesting-requested" partners. Actually, good coordination supported by interactive communication, for example, by telephone appointments or e-mail exchanges, would contribute more to facilitating the exchange and thus bring about an improved collaboration that is synonymous with mutual trust.</p>
<p>However, in order not to be faced with an inequality of access to care, this time at a distance, the establishment of a regional and then national network of requests for advices with exchanges between the requesting and required people through various applications could, in the long term, be put in place so that advices emanating from a region are automatically directed to experts emanating from private or public structures originating from these same regions.</p>
<p>The main limitations of our study were related to the retrospective nature of the data collection, and to the difficulties in recovering the outcomes of all pregnancies of patients who benefited from one or more advices.</p>
<p>Furthermore, we were unable to calculate the sensitivity and specificity of the diagnoses made because the cases considered negative by the requesting person, and which are necessary for these calculations, were not referred to the required doctor. However, we calculated a kappa agreement rate of 1 indicating perfect agreement between prenatal diagnoses and postnatal outcomes for the subgroup of patients (141 patients associated with 174 advices) for whom we were able to have postnatal results during the period 2018–2020 [<xref ref-type="bibr" rid="pone.0269477.ref022">22</xref>].</p>
<p>However, the extended study period offered the advantage of increasing the number of patients studied to have a fairly representative sample size with real-life clinical data that best reflects standard practice. A future prospective study will allow to assess patients, midwives, as well as physicians’ perception of tele-expertise in order to measure their adherence and to question them on the renunciation of care avoided thanks to this process.</p>
</sec>
<sec id="sec018" sec-type="conclusions">
<title>Conclusion</title>
<p>The use of asynchronous tele-expertise (ASTE) using ultrasound, in the field of prenatal diagnosis, is feasible and may contribute to increased diagnostic accuracy while generating a significant reduction in costs for society.</p>
</sec>
<sec id="sec019" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="pone.0269477.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0269477.s001" xlink:type="simple">
<label>S1 File</label>
<caption>
<title/>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
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<named-content content-type="letter-date">8 Mar 2022</named-content>
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<p><!-- <div> -->PONE-D-21-40075<!-- </div> --><!-- <div> -->Asynchronous tele-expertise (ASTE) for prenatal diagnosis is feasible and cost saving: results of a French case study<!-- </div> --><!-- <div> -->PLOS ONE</p>
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<p>3. If materials, methods, and protocols are well established, authors may cite articles where those protocols are described in detail, but your submission should include sufficient information to be understood independent of these references (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/submission-guidelines#loc-materials-and-methods" xlink:type="simple">https://journals.plos.org/plosone/s/submission-guidelines#loc-materials-and-methods</ext-link>).</p>
<p>4. In your Data Availability statement, you have not specified where the minimal data set underlying the results described in your manuscript can be found. PLOS defines a study's minimal data set as the underlying data used to reach the conclusions drawn in the manuscript and any additional data required to replicate the reported study findings in their entirety. All PLOS journals require that the minimal data set be made fully available. For more information about our data policy, please see <ext-link ext-link-type="uri" xlink:href="http://journals.plos.org/plosone/s/data-availability" xlink:type="simple">http://journals.plos.org/plosone/s/data-availability</ext-link>.</p>
<p>Upon re-submitting your revised manuscript, please upload your study’s minimal underlying data set as either Supporting Information files or to a stable, public repository and include the relevant URLs, DOIs, or accession numbers within your revised cover letter. For a list of acceptable repositories, please see <ext-link ext-link-type="uri" xlink:href="http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories" xlink:type="simple">http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories</ext-link>. Any potentially identifying patient information must be fully anonymized.</p>
<p>Important: If there are ethical or legal restrictions to sharing your data publicly, please explain these restrictions in detail. Please see our guidelines for more information on what we consider unacceptable restrictions to publicly sharing data: <ext-link ext-link-type="uri" xlink:href="http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions" xlink:type="simple">http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions</ext-link>. Note that it is not acceptable for the authors to be the sole named individuals responsible for ensuring data access.</p>
<p>We will update your Data Availability statement to reflect the information you provide in your cover letter.</p>
<p>5. Your ethics statement should only appear in the Methods section of your manuscript. If your ethics statement is written in any section besides the Methods, please delete it from any other section.</p>
<p>6. Please include a copy of Table 2 and 3 which you refer to in your text on page 11, 12 and 13.</p>
<p>[Note: HTML markup is below. Please do not edit.]</p>
<p>Reviewers' comments:</p>
<p>Reviewer's Responses to Questions</p>
<p><!-- <font color="black"> --><bold>Comments to the Author</bold></p>
<p>1. Is the manuscript technically sound, and do the data support the conclusions?</p>
<p>The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. <!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->2. Has the statistical analysis been performed appropriately and rigorously? <!-- </font> --></p>
<p>Reviewer #1: I Don't Know</p>
<p>Reviewer #2: I Don't Know</p>
<p>**********</p>
<p><!-- <font color="black"> -->3. Have the authors made all data underlying the findings in their manuscript fully available?</p>
<p>The <ext-link ext-link-type="uri" xlink:href="http://www.plosone.org/static/policies.action#sharing" xlink:type="simple">PLOS Data policy</ext-link> requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.<!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->4. Is the manuscript presented in an intelligible fashion and written in standard English?</p>
<p>PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.<!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: No</p>
<p>**********</p>
<p><!-- <font color="black"> -->5. Review Comments to the Author</p>
<p>Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)<!-- </font> --></p>
<p>Reviewer #1: Dear Editor</p>
<p>Thank you for the opportunity of reviewing this very interesting study concerning Asynchronous tele-expertise (ASTE) for prenatal diagnosis. This study highlights the potential of ASTE using ultrasound to facilitate the exchange of medical data between health professionals in obstetrics and to limit useless travels. According to the authors, this practice also has an economic interest, by reducing the direct costs generated by a face-to-face consultation. This topic is very important, especially in areas with limited recourses to expert centers. Publications of these preliminary results could be relevant to encourage this practice and to help medical institutions in supporting diffusion of this expertise. Reassuring results concern quality of the transferred data because 90.7% were qualified by the expert as satisfactory, thus allowing their interpretation and answering the question asked by the applicant and 29.6% of women seen in face to face already had a diagnosis established by ASTE.</p>
<p>I propose the following comments to improve the quality of the paper.</p>
<p>- Inclusion criteria to propose ASTE should be clarified. It is not clear when a ASTE is proposed by requesting” medical professional. During the study period 260 women were required ASTE, but how many women were screened during the studied preriod. Is an ASTE systematically required after prenatal detection of an abnormal image?</p>
<p>- In the method section, it would be important to give informations about the profile of the requiring professional. We understand that the professional is a midwife, but what is his academic background? number of year of practices? These elements are important to interpret external validity of this practice and its transferability in others clinical contexts</p>
<p>- One limitation of the study concerns absence of a systematical collection of neonatal outcomes to corelate pre and postnatal data</p>
<p>- Concerning maternal characteristics, BMI is an important data to interpret quality of the transferred files</p>
<p>- 90.7% of transferred files were qualified as satisfactory by the expert, according to what? National guidelines, ISUOG guidelines?</p>
<p>- Concerning medico-economic analysis, authors considered two cost factors: the consultation and the transport that represented 62% (€ 121.91) and 38% (€ 74.11) respectively of the average total cost. What does the amount of 121.91 euros correspond to? Average ultrasound cost in France?</p>
<p>Reviewer #2: The article of Beldjerd M. and colleagues is very interesting and of very current interest. The development of telemedicine in prenatal diagnosis is of significant benefit for remote regions but also from a societal point of view apart the mentioned benefits described in the article, by reducing the repeated absences from the workplace of the parents and by allowing very probably, when the system is well organized, to reduce the waiting time and anxiety linked to the sonographer's doubts.</p>
<p>Corrections:</p>
<p>1. I think that the position of E. Quarello in the medical committee of ROFIM company should be mentioned under competing interests.</p>
<p>2. In the abstract</p>
<p>2.1 under Main Outcome TEAS should be replaced by ASTE.</p>
<p>2.2 under results "asynchronous analysis prevented the displacement of 72.7% (189/260)" 189 is difficult to understand. I would say X/malformations and X/ no malformations had no face to face.</p>
<p>2.3 Average saving should be in percentage (see under)</p>
<p>3. In Results</p>
<p>3.1 The text of this whole chapter is too redundant with figures and tables. Some of the results could be presented in the text and the others only in the figures and tables</p>
<p>3.2 In the "face to face cases", the sentence "232 292/322 (90.7%) requests were qualified as satisfactory, thus allowing their interpretation and answering the question asked by the applicant" is already mentioned in "Request for advice".</p>
<p>3.3 Economic analysis is the central and also motivating point for implementing tele-expertise. Nevertheless the analysis in Euro is only understandable in France for those who know the local costs but for a more international understanding, I would express the decrease in costs as a percentage and it would also be interesting to know the reimbursement of the ASTE in France and the percentage of economy compared to the cost of face to face examination carried out directly by the expert.</p>
<p>I fully agree with the conclusions advanced by the authors.</p>
<p>Not being a native English speaker, I cannot comment on the writing of the article but it seems to me that certain passages should benefit from proofreading by an English speaker.</p>
<p>**********</p>
<p><!-- <font color="black"> -->6. PLOS authors have the option to publish the peer review history of their article (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/editorial-and-peer-review-process#loc-peer-review-history" xlink:type="simple">what does this mean?</ext-link>). If published, this will include your full peer review and any attached files.</p>
<p>If you choose “no”, your identity will remain anonymous but your review may still be made public.</p>
<p><bold>Do you want your identity to be public for this peer review?</bold> For information about this choice, including consent withdrawal, please see our <ext-link ext-link-type="uri" xlink:href="https://www.plos.org/privacy-policy" xlink:type="simple">Privacy Policy</ext-link>.<!-- </font> --></p>
<p>Reviewer #1: No</p>
<p>Reviewer #2: No</p>
<p>[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]</p>
<p>While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, <ext-link ext-link-type="uri" xlink:href="https://pacev2.apexcovantage.com/" xlink:type="simple">https://pacev2.apexcovantage.com/</ext-link>. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at <email xlink:type="simple">figures@plos.org</email>. Please note that Supporting Information files do not need this step.</p>
</body>
</sub-article>
<sub-article article-type="author-comment" id="pone.0269477.r002">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0269477.r002</article-id>
<title-group>
<article-title>Author response to Decision Letter 0</article-title>
</title-group>
<related-object document-id="10.1371/journal.pone.0269477" document-id-type="doi" document-type="peer-reviewed-article" id="rel-obj002" link-type="rebutted-decision-letter" object-id="10.1371/journal.pone.0269477.r001" object-id-type="doi" object-type="decision-letter"/>
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<body>
<p>
<named-content content-type="author-response-date">27 Mar 2022</named-content>
</p>
<p>Dear Editor,</p>
<p>Thank you for giving us the opportunity to submit our work. Please find hereby the answers to the reviewers’ requests.</p>
<p>Sincerely yours</p>
<p>Edwin QUARELLO</p>
<p>Reviewer #1: </p>
<p>Dear Editor</p>
<p>Thank you for the opportunity of reviewing this very interesting study concerning Asynchronous tele-expertise (ASTE) for prenatal diagnosis. This study highlights the potential of ASTE using ultrasound to facilitate the exchange of medical data between health professionals in obstetrics and to limit useless travels. According to the authors, this practice also has an economic interest, by reducing the direct costs generated by a face-to-face consultation. This topic is very important, especially in areas with limited recourses to expert centers. Publications of these preliminary results could be relevant to encourage this practice and to help medical institutions in supporting diffusion of this expertise. Reassuring results concern quality of the transferred data because 90.7% were qualified by the expert as satisfactory, thus allowing their interpretation and answering the question asked by the applicant and 29.6% of women seen in face to face already had a diagnosis established by ASTE.</p>
<p>I propose the following comments to improve the quality of the paper.</p>
<p>- Inclusion criteria to propose ASTE should be clarified. It is not clear when a ASTE is proposed by requesting” medical professional. During the study period 260 women were required ASTE, but how many women were screened during the studied period. We added this information in the Results section. Indeed, on average the midwife performs 2000 ultrasounds per year (Line 167 – 168). Is an ASTE systematically required after prenatal detection of an abnormal image? As mentioned in this section, ASTE was systematically proposed when unusual images are discovered (Line 115).</p>
<p>- In the method section, it would be important to give information about the profile of the requiring professional. We understand that the professional is a midwife, but what is his academic background? number of year of practices? These elements are important to interpret external validity of this practice and its transferability in others clinical contexts. We added the information related to the midwife experience in the Material and Methods section as well (Line 109 – 111).</p>
<p>- One limitation of the study concerns absence of a systematical collection of neonatal outcomes to corelate pre and postnatal data. We highlighted this notion by mentioning in the Discussion the perfect correlation between pre and postnatal data in a previous preliminary study (Asynchronous Tele-Expertise (ASTE) in obstetrical ultrasound: Is it equivalent to face-to-face consultation?. Beldjerd MH, Lafouge A, Le Corroller Soriano AG, Quarello E. Gynecol Obstet Fertil Senol. 2021 Nov;49(11):850-857.) (Line 343 – 346)</p>
<p>- Concerning maternal characteristics, BMI is an important data to interpret quality of the transferred files. Yes, you’re right and we mentioned this in the Discussion (Line 297). Moreover, in the construction of the relationship between the requesting and the required, it is important to underline the construction of a learning curve in the way of asking a question and especially in the way of associating informative images and videos. We added this in the Discussion as well (Line 299 – 302).</p>
<p>- 90.7% of transferred files were qualified as satisfactory by the expert, according to what? National guidelines, ISUOG guidelines? 90.7% of files were classified by the expert as satisfactory related to their ability to answer to the following questions: “Is this usual? ” If not, “ Should the patient need to be seen face-to-face consultation for additional ultrasound and prenatal advice?”. Given there is, so far, no guideline related to remote expertise, we considered the expert’s point of view. This was mentioned in the Results section (Line 194 – 196).</p>
<p>- Concerning medico-economic analysis, authors considered two cost factors: the consultation and the transport that represented 62% (€ 121.91) and 38% (€ 74.11) respectively of the average total cost. What does the amount of 121.91 euros correspond to? Average ultrasound cost in France? As mentioned in the Results section, In the conventional strategy (single face-to-face consultation) we considered two cost factors: the consultation and the transport that represented 61.6% (€ 120.08) and 38.4% (€ 74.94) respectively of the average total cost (Line 247 – 249).</p>
<p>Reviewer #2: </p>
<p>The article of Beldjerd M. and colleagues is very interesting and of very current interest. The development of telemedicine in prenatal diagnosis is of significant benefit for remote regions but also from a societal point of view apart the mentioned benefits described in the article, by reducing the repeated absences from the workplace of the parents and by allowing very probably, when the system is well organized, to reduce the waiting time and anxiety linked to the sonographer's doubts.</p>
<p>Corrections:</p>
<p>1. I think that the position of E. Quarello in the medical committee of ROFIM company should be mentioned under competing interests. We mentioned this in Disclosure section.</p>
<p>2. In the abstract</p>
<p>2.1 under Main Outcome TEAS should be replaced by ASTE. Thank you, we corrected this mistake.</p>
<p>2.2 under results "asynchronous analysis prevented the displacement of 72.7% (189/260)" 189 is difficult to understand. I would say X/malformations and X/ no malformations had no face to face. We completed it (Line 62-65)</p>
<p>2.3 Average saving should be in percentage (see under). We modified it as requested (Line 66).</p>
<p>3. In Results</p>
<p>3.1 The text of this whole chapter is too redundant with figures and tables. Some of the results could be presented in the text and the others only in the figures and tables. We have deliberately chosen to put some data in the Results section as well as in the Tables. Our current distribution seems to be good.</p>
<p>3.2 In the "face to face cases", the sentence "232 292/322 (90.7%) requests were qualified as satisfactory, thus allowing their interpretation and answering the question asked by the applicant" is already mentioned in "Request for advice". Thank you, we deleted this sentence here.</p>
<p>3.3 Economic analysis is the central and also motivating point for implementing tele-expertise. Nevertheless the analysis in Euro is only understandable in France for those who know the local costs but for a more international understanding, I would express the decrease in costs as a percentage (We modified it as requested Line 245 – 246) and it would also be interesting to know the reimbursement of the ASTE in France (Since our initial submission, the remuneration for tele-expertise acts has evolved, going from two levels of remuneration (depending on the complexity of the medical case) to a single level. Indeed, the first level provided that the requesting doctor received 5 euros and the required doctor 12 euros. For the second, they receive respectively 10 and 20 euros. Payments were made on a fee-for-service basis for the requested doctor and in the form of a limited annual lump sum for the requesting doctor. Now, the requesting doctor gets €10 and the required doctor €20, within the limit of 4 acts per year, per required doctor, for the same patient. Even if this change was taken into account in our medico-economic assessment through the sensitivity analysis, we preferred to update our data taking into account the new pricing. The tele-expertise strategy remains less costly. We added this information Line 148 – 151 in the Material and Methods section.and the percentage of economy compared to the cost of face to face examination carried out directly by the expert. We added this information Line 212 – 213 in the Results section.</p>
<p>I fully agree with the conclusions advanced by the authors.</p>
<p>Not being a native English speaker, I cannot comment on the writing of the article but it seems to me that certain passages should benefit from proofreading by an English speaker. We submitted this article to a native English speaker and he made minimal edits.</p>
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<label>Attachment</label>
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<p>Submitted filename: <named-content content-type="submitted-filename">TEAS - EQ Reviewers answer +++ MH.docx</named-content></p>
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</body>
</sub-article>
<sub-article article-type="aggregated-review-documents" id="pone.0269477.r003" specific-use="decision-letter">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0269477.r003</article-id>
<title-group>
<article-title>Decision Letter 1</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western">
<surname>Desseauve</surname>
<given-names>David</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<permissions>
<copyright-year>2022</copyright-year>
<copyright-holder>David Desseauve</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
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<body>
<p>
<named-content content-type="letter-date">23 May 2022</named-content>
</p>
<p>Asynchronous tele-expertise (ASTE) for prenatal diagnosis is feasible and cost saving: results of a French case study</p>
<p>PONE-D-21-40075R1</p>
<p>Dear Dr. Quarello,</p>
<p>We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.</p>
<p>Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.</p>
<p>An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at <ext-link ext-link-type="uri" xlink:href="http://www.editorialmanager.com/pone/" xlink:type="simple">http://www.editorialmanager.com/pone/</ext-link>, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at <email xlink:type="simple">authorbilling@plos.org</email>.</p>
<p>If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact <email xlink:type="simple">onepress@plos.org</email>.</p>
<p>Kind regards,</p>
<p>David Desseauve, MD, MPH, PhD</p>
<p>Academic Editor</p>
<p>PLOS ONE</p>
<p>Reviewers' comments:</p>
<p>Reviewer's Responses to Questions</p>
<p><!-- <font color="black"> --><bold>Comments to the Author</bold></p>
<p>1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.<!-- </font> --></p>
<p>Reviewer #1: All comments have been addressed</p>
<p>Reviewer #2: All comments have been addressed</p>
<p>**********</p>
<p><!-- <font color="black"> -->2. Is the manuscript technically sound, and do the data support the conclusions?</p>
<p>The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. <!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->3. Has the statistical analysis been performed appropriately and rigorously? <!-- </font> --></p>
<p>Reviewer #1: N/A</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->4. Have the authors made all data underlying the findings in their manuscript fully available?</p>
<p>The <ext-link ext-link-type="uri" xlink:href="http://www.plosone.org/static/policies.action#sharing" xlink:type="simple">PLOS Data policy</ext-link> requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.<!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->5. Is the manuscript presented in an intelligible fashion and written in standard English?</p>
<p>PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.<!-- </font> --></p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>**********</p>
<p><!-- <font color="black"> -->6. Review Comments to the Author</p>
<p>Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)<!-- </font> --></p>
<p>Reviewer #1: The authors took into account all my previous recommendations and all comments have been addressed to improve quality of the paper</p>
<p>Reviewer #2: No other comments. Authors made their article sound better and they answered to all comments in an excellent way.</p>
<p>**********</p>
<p><!-- <font color="black"> -->7. PLOS authors have the option to publish the peer review history of their article (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/editorial-and-peer-review-process#loc-peer-review-history" xlink:type="simple">what does this mean?</ext-link>). If published, this will include your full peer review and any attached files.</p>
<p>If you choose “no”, your identity will remain anonymous but your review may still be made public.</p>
<p><bold>Do you want your identity to be public for this peer review?</bold> For information about this choice, including consent withdrawal, please see our <ext-link ext-link-type="uri" xlink:href="https://www.plos.org/privacy-policy" xlink:type="simple">Privacy Policy</ext-link>.<!-- </font> --></p>
<p>Reviewer #1: No</p>
<p>Reviewer #2: No</p>
</body>
</sub-article>
<sub-article article-type="editor-report" id="pone.0269477.r004" specific-use="acceptance-letter">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0269477.r004</article-id>
<title-group>
<article-title>Acceptance letter</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western">
<surname>Desseauve</surname>
<given-names>David</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<permissions>
<copyright-year>2022</copyright-year>
<copyright-holder>David Desseauve</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<related-object document-id="10.1371/journal.pone.0269477" document-id-type="doi" document-type="article" id="rel-obj004" link-type="peer-reviewed-article"/>
</front-stub>
<body>
<p>
<named-content content-type="letter-date">21 Jul 2022</named-content>
</p>
<p>PONE-D-21-40075R1 </p>
<p>Asynchronous tele-expertise (ASTE) for prenatal diagnosis is feasible and cost saving: results of a French case study </p>
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