ICD-10 Health Signal Mapping

What Signals Can AETERNO Life Detect?

Learn how AETERNO maps educational biometric signals to WHO ICD-10 groups using camera and microphone pathways. Literacy first — not a diagnosis. Confirm anything concerning with a clinician. EU emergency: 112.

ICD-10 Groups

50+

Conditions

Non-Invasive Sensors

Strong Detection Pathways

Blood Draws Required

Primary Detection Groups

ICD-10 Classification Map

Each disease group is mapped to educational sensor pathways. Signal strength is a learning label — not a clinical confidence score or diagnosis.

If someone has sudden face droop, arm weakness, speech trouble, crushing chest pain, or cannot breathe — call 112 now. Education is not emergency care.

I00–I99

Cardiovascular

HRV, arrhythmia-related patterns, blood pressure estimation via rPPG. Early indicators of hypertension, tachycardia, AFib-related anomalies.

Strong Signal Correlation

G00–G99

Neurological

Facial micro-asymmetry, tremor detection, vocal pattern deviations linked to neurological stress or stroke-related indicators.

Strong Signal Correlation

F00–F99

Mental & Behavioral

Vocal stress biomarkers, speech cadence shifts, facial affect patterns linked to emotional load and mood-related changes.

Strong Signal Correlation

J00–J99

Respiratory

Breathing rate from chest motion, cough pattern analysis, vocal breathiness detection.

Strong Signal Correlation

E00–E90

Endocrine & Metabolic

Skin micro-color variations, thyroid-related vocal changes, metabolic cardiovascular patterns.

Strong Signal Correlation

K00–K93

Digestive & Gut-Brain

Gut-brain axis correlations via HRV, vagal tone, autonomic nervous system patterns.

Strong Signal Correlation

R00–R99

Symptoms & Signs

Fatigue indicators, pain-related facial expressions, postural instability, abnormal vital patterns.

Strong Signal Correlation

H00–H59

Eye & Vision

Pupil reactivity, scleral coloration, eye movement tracking.

Moderate Signal Correlation

Z00–Z99

Health Status Factors

Lifestyle and environmental risk profiling, stress load indicators, sleep-related biometric patterns.

Moderate Signal Correlation

D50–D89

Blood & Immune

Skin pallor analysis, oxygen saturation estimation, immune-related HRV stress markers.

Moderate Signal Correlation

L00–L99

Skin & Dermatological

Skin condition detection: color changes, vascular markings, surface anomalies.

Moderate Signal Correlation

N00–N99

Genitourinary

Autonomic dysfunction markers correlated with renal/urological stress patterns.

Emerging Research Area

Nutrition & Prevention

Evidence-Based Nutritional Guidance

Evidence-based nutritional guidance mapped to each ICD-10 group. Click any category to explore foods, supplements, and lifestyle factors that support overall health.

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Cardiovascular (I00-I99)

HEART & CIRCULATION

RECOMMENDED FOODS

Salmon, sardines, mackerel (Omega-3), leafy greens, berries, oats, walnuts, olive oil, avocado, garlic, dark chocolate (70%+), beets, citrus fruits

AVOID / REDUCE

Excess sodium, processed meats, trans fats, refined sugars, excessive alcohol, deep-fried foods, sugary beverages

SUPPLEMENTS & LIFESTYLE

Omega-3, CoQ10, Magnesium, Vitamin D3, Potassium. Regular cardio, stress reduction, 7-8h sleep, blood pressure monitoring

🧠

Neurological & Mental Health (F-G)

BRAIN & NERVOUS SYSTEM

RECOMMENDED FOODS

Blueberries, walnuts, fatty fish, eggs, turmeric, dark leafy greens, avocado, pumpkin seeds, dark chocolate, green tea, fermented foods

AVOID / REDUCE

Refined sugar, alcohol, processed foods, artificial sweeteners, excessive caffeine, trans fats, high-sodium snacks

SUPPLEMENTS & LIFESTYLE

Omega-3 DHA, Magnesium Glycinate, Lion's Mane, B-Complex, Vitamin D3. Mindfulness, quality sleep, regular exercise, social connection

🫁

Respiratory (J00-J99)

LUNGS & AIRWAYS

RECOMMENDED FOODS

Ginger, honey, garlic, onions, citrus fruits, bell peppers, apples, turmeric, green tea, pineapple (bromelain), elderberries, thyme, bone broth

AVOID / REDUCE

Dairy (if mucus-producing), sulfites in wine, processed meats, cold drinks during flare-ups, fried foods, artificial fragrances

SUPPLEMENTS & LIFESTYLE

Vitamin C, NAC, Quercetin, Vitamin D3, Zinc. Breathing exercises, air purifier, steam inhalation, avoid smoking, regular cardio

⚖️

Endocrine & Metabolic (E00-E90)

HORMONES & METABOLISM

RECOMMENDED FOODS

Seaweed (iodine), Brazil nuts (selenium), lean proteins, cinnamon, apple cider vinegar, leafy greens, berries, chia seeds, Greek yogurt, lentils

AVOID / REDUCE

Refined sugars, white bread/pasta, soy (if thyroid issues), processed foods, sugary drinks, excessive fruit juice

SUPPLEMENTS & LIFESTYLE

Chromium, Berberine, Selenium, Iodine, Zinc, Vitamin D3. Strength training, blood sugar monitoring, stress reduction

🦠

Digestive & Gut-Brain (K00-K93)

GUT MICROBIOME & DIGESTION

RECOMMENDED FOODS

Fermented foods (kefir, kombucha, miso, kimchi), bone broth, prebiotic fiber (garlic, onion, asparagus), ginger, papaya, fennel, aloe vera

AVOID / REDUCE

Gluten (if sensitive), excessive dairy, artificial sweeteners, processed foods, excessive red meat, alcohol

SUPPLEMENTS & LIFESTYLE

Probiotics (multi-strain), L-Glutamine, Digestive enzymes, Zinc Carnosine. Mindful eating, food diary, stress management

Always consult a healthcare professional before making dietary changes.

Non-Invasive Technology

Three Sensors. Zero Pain.

Every screening uses only your device's built-in camera and microphone. No wearables. No attachments.

📷

rPPG Camera

Remote photoplethysmography detects micro-changes in skin color caused by blood flow. Extracts HR, HRV, BP estimation, SpO₂ — all from your face.

Speech patterns reveal neurological and psychological biomarkers: pitch variation, cadence, micro-tremors, breathiness.

468-point facial landmark detection tracks micro-expressions, asymmetry, muscle tension, eye movement, and skin condition in real time.

MediaPipe Neural Network

Start Face Scan →

Children & Youth Focus

Pediatric Monitoring Mode

Dedicated detection parameters for developing bodies and minds.

Youth-Specific Modules

Age-Adjusted Algorithms

AETERNO adjusts biometric baselines for ages 5–17: HR ranges, vocal frequency patterns, facial landmark calibration. Focus on developmental indicators, emotional stress, and early neurological signals.

Open Pediatric Scanner →

AI Health Assistant

Ask with Aetra

On-device health literacy — ICD-10 groups, sensors, nutrition. Tap Ae for Live demo. Not a diagnosis.

✦ AETRA · EDU COMPANION

ON-DEVICE · ICD LITERACY · EDUCATIONAL ONLY

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Welcome — I am Aetra on EDU. Ask about ICD-10 groups, sensors (rPPG / voice / face), nutrition maps, or when to seek care. Educational only — not a diagnosis. Emergency EU: 112. Or open the Ae circle anytime.

Tachycardia

Eye signals (educational)

Stroke education (when to call 112)

Voice stress

Chest pain — emergency literacy

Foods for heart health

HRV

rPPG explained

AETERNO EDU provides educational information only and does not replace professional medical advice.

AETERNO provides AI-assisted wellness screening tools designed to support — not replace — professional medical diagnosis.
ICD-10 mapping is for educational purposes only. All detection capabilities are based on peer-reviewed biometric research.
Always consult qualified healthcare providers for medical decisions.

What Signals Can AETERNO Life Detect?

Structured CDS draft