ICD-10 Health Signal Mapping

What Signals Can AETERNO Life Detect?

AETERNO maps biometric signals to the WHO ICD-10 framework using non-invasive sensors. No blood draws. No radiation. Just your camera, microphone, and multimodal AI that sees beyond human perception.

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 our three non-invasive sensors. Signal strength indicates correlation confidence based on validated biometric pathways.

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.

🫀

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

AETERNO EDU Assistant

Ask about health signals, biometric data, ICD-10 groups, nutrition, or early warning indicators.

⬡ AETERNO EDU ASSISTANT

HEALTH EDUCATION · SIGNAL AWARENESS · 24/7

⬡

Welcome to AETERNO EDU — your sovereign health education assistant.

Ask me about health signals, biometric data, ICD-10 conditions, nutrition, or early warning indicators. Or pick a quick topic below.

Tachycardia

Iris anomalies

Stroke signs

Voice stress

Heart attack symptoms

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.