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Plondo Network
rPPG Technology Report 2026

Biometric AI
Scanner Atlas

What is rPPG? The science that turns the camera already in your customer's pocket into a clinical-grade health scanner. Every heartbeat sends a pulse of blood under the skin, causing micro-color shifts that are invisible to the human eye but unmistakable to a modern camera sensor. Remote photoplethysmography (rPPG) reads those signals using the same physics that powers a hospital pulse oximeter, then decodes them into 346 biomarkers in a single 60-second face scan. Heart rate, blood pressure, HRV, oxygen saturation, stress, biological age, skin health, and hundreds more. No clamps. No wearables required. No bloodwork. Just look at the camera.

In addition, the app connects directly to the iPhone Health app and Google Fit on Android, pulling weight, sleep, glucose, blood pressure, cycle, and every third-party data source the user has already authorized. When the user is wearing an Apple Watch, Fitbit, Garmin, or Oura ring, continuous heart rate, HRV, SpO2, ECG, sleep stages, and activity data stream in alongside the camera scan, turning a single snapshot into a longitudinally validated reading.

Face AI Scan
Three Data Streams · One Reading
The scan is most accurate when it has more than one source to draw from. We combine the live camera capture with the user's phone Health app and any wearable they have on their wrist or finger.
📷
Camera Scan
30–60 second front-camera capture. rPPG signal extraction across forehead, cheeks, and palm. 346 biomarkers in a single session.
📱
Phone Health App
Direct integration with Apple Health and Google Fit. Weight, glucose, blood pressure, sleep, cycle, medications, and every connected third-party device the user has already authorized.
⌚
Wearable
Apple Watch, Fitbit, Garmin, Oura. Continuous heart rate, HRV, SpO2, ECG, wrist temperature, sleep stages, and activity — cross-validating the camera reading in real time.
Accuracy uplift when all three streams are present: heart rate accuracy improves from ±3 BPM to ±1 BPM, blood pressure from ±8 mmHg to ±4 mmHg, SpO2 from ±3% to ±1%. Roughly 96 markers move from "estimate" to "verified" when continuous wearable data is available to cross-check the snapshot.
For Brand Partners
Every biomarker card surfaces three personalized recommendation tracks for the end user: dietary guidance, matched supplements (white-labelable for nutraceutical brands), and matched topicals & skincare (white-labelable for skincare brands like Riman and similar partners). Each match comes with a percentage confidence score, so partners can prioritize the products most likely to move the underlying biomarker for each individual user.
Total Biomarkers: 346
Tier counts below assume the user is wearing an Apple Watch (or equivalent wearable) and has the iPhone Health app connected.
138
Verified Reliable
52
Estimates
133
Emerging
23
Clinical Insight
📋

Pre-Scan Protocol

Read Before Scanning ▼
📝 Data to Collect from Subject
FieldStatusApplicable ScansWhy It's Needed
Date of Birth / AgeRequiredAll scans60-70% of markers need age — BP, HRV, SpO2, skin age, pupil norms, voice baseline, all risk scores use age-normalized ranges
Biological SexRequiredAll scansBP, HR, HRV, hemoglobin thresholds, voice pitch baselines, cardiac output, skin thickness all have sex-specific norms
HeightRequired👤 Face ☝ FingertipBP estimation from pulse transit time, PWV calculation, BSA for cardiac index — not needed for Pupil, Voice, Palm, or Motion scans
WeightRequired👤 Face ☝ FingertipBMI, body surface area, cardiac index, metabolic markers — not needed for Pupil, Voice, Palm, or Motion scans
Fitzpatrick Skin Type (I-VI)Auto-Detect👤 Face 🔍 Skin 🌈 Spectral ✋ PalmAuto-detected via CIE-Lab L* analysis. Critical for rPPG channel weighting, SpO2 calibration, and spectral analysis. Not needed for Pupil, Fingertip, Voice, or Motion scans.
Known Medical ConditionsRecommendedAll scansHypertension, diabetes, anemia, Parkinson's, concussion history, depression — context for markers across all scan types
Current MedicationsRecommendedAll scansBeta blockers: HR/HRV. Pupil-dilating drops: Pupil AI Scan. Opioids: constrict pupils (pain index confound). SSRIs: voice prosody. Stimulants: pupil dilation.
Fitness LevelRecommended👤 Face ☝ FingertipAthletes have resting HR 40-55 bpm and 2-3x higher HRV — without context these flag as bradycardia
Pregnancy StatusRecommended👤 Face ☝ Fingertip 🌈 Spectral ✋ PalmHR +10-20 bpm, BP changes per trimester, physiological anemia, palmar erythema is normal in pregnancy
Recent Head InjuryRecommended㈰ PupilCritical for concussion screening (#127). Records time since injury for longitudinal tracking. Flags urgency level.
Known Neurological ConditionsRecommended㈰ Pupil 🎤 Voice 🎬 MotionParkinson's, essential tremor, MS, prior TBI — provides baseline context for tremor detection, voice biomarkers, and pupillometry
Pain Level (current, 0-10)Optional㈰ PupilSelf-reported pain scale anchors objective pupil-based pain index (#128). Comparison validates the measurement.
Smoking StatusOptional👤 Face 🔍 Skin 🌈 SpectralCOHb falsely elevates SpO2, accelerates skin aging, increases arterial stiffness
Time of Last MealOptional👤 Face ☝ FingertipPostprandial HR +10-15 bpm, BP drops 10-20 mmHg. Also affects fingertip glucose trend (#133)
Caffeine / Alcohol (last 2hr)Optional👤 Face ☝ Fingertip ㈰ PupilCaffeine: HR +5-10, BP +5-15, constricts pupils. Alcohol: vasodilation, flushing, dilates pupils.
Current Emotional StateOptional👤 Face ㈰ Pupil 🎤 VoiceStress anchoring for pupil dilation, voice prosody analysis, and HRV stress markers. Validates algorithmic detection.
Eye Drops (last 4hr)Optional㈰ Pupil 👁 EyeDilating drops (tropicamide, atropine) invalidate pupillometry. Redness-reducing drops mask scleral analysis. Must note type.
🚫 What to Remove Before Scanning

❌ Must Remove — Core Scans (Face, Skin, Eye, Mouth)

  • Glasses — all types, frames block ROI, lenses create reflections
  • Face masks / coverings — cheeks and nose are primary signal regions
  • Hats / headbands — forehead is a key ROI
  • Large earrings / facial piercings — create reflections and shadows
  • Sunglasses / tinted lenses

⚠️ Strongly Recommended — Core Scans

  • Heavy foundation / concealer — reduces rPPG signal up to 40%
  • Colored lip products — for Mouth AI Scan
  • Eye makeup / false lashes — for Eye AI Scan
  • Colored contact lenses — for Eye AI Scan & Pupil AI Scan
  • Skincare products with visible sheen — oils, serums, sunscreen

❌ Must Remove — Expansion Scans

  • ㈰ Pupil AI Scan: Glasses, contacts (especially colored), and avoid pupil-dilating eye drops within 4 hours
  • ☝ Fingertip AI Scan: All nail polish — camera reads light through nail bed. Rings on scanning finger.
  • ✋ Palm AI Scan: All nail polish (for nail bed markers). Rings, bracelets, hand cream with visible sheen.
  • 🎬 Motion AI Scan: Heavy scarves or high collars (block neck for carotid visualization)

⚠️ Recommended — Expansion Scans

  • 🎤 Voice AI Scan: No food or drink immediately before (affects vocal quality). Clear throat. No gum.
  • 🌈 Spectral AI Scan: Remove ALL makeup, sunscreen, moisturizer — same as Skin AI Scan. White lighting only.
  • ✋ Palm AI Scan: Wash hands with warm water (improves signal). Dry thoroughly.
  • ㈰ Pupil AI Scan: Avoid bright screens for 5 minutes before scan (let pupils dark-adapt)
⏱ 5 Minutes Before Scanning

✅ All AI Scans — Universal Prep

  • Sit and rest for 5 minutes — HR and BP need to reach resting baseline
  • No caffeine, nicotine, or alcohol within 2 hours
  • No large meal within 1 hour
  • Use the restroom — full bladder elevates BP by 10-15 mmHg
  • Room temperature 20-25C (68-77F) — too cold = vasoconstriction, too hot = flushing

✅ Scan-Specific Prep

  • 👤 Face / 🔍 Skin / 🌈 Spectral: Even, diffuse lighting — no direct sunlight, no colored lights. Min 200 lux. Spectral requires 5000-6500K white light.
  • ㈰ Pupil AI Scan: Dim the room — turn off overheads, close blinds. Wait 5 min for pupils to dark-adapt. Only the phone screen should provide light.
  • ☝ Fingertip AI Scan: Warm your hands (rub together or hold warm cup). Cold fingers = weak signal. Room temp fingers are ideal.
  • 🎤 Voice AI Scan: Find a quiet room (below 40dB). Close windows, turn off fans/AC. Clear your throat. Have water available.
  • 🎬 Motion AI Scan: Set phone on tripod or prop against solid object. Camera MUST be completely still — handheld = unusable data.
  • ✋ Palm AI Scan: Wash and warm hands. Bright, even lighting on palm. Remove all jewelry.
🎥 During the Scan

✅ Do

  • Breathe normally and naturally
  • Maintain neutral, relaxed expression
  • Keep eyes open, blink naturally
  • Stay completely still
  • Relax shoulders and jaw
  • Look toward the camera
  • Feet flat, legs uncrossed

❌ Don't

  • Don't talk, hum, or make sounds
  • Don't look at phone or other screens
  • Don't chew gum or eat
  • Don't touch your face
  • Don't move the camera/device
  • Don't change posture mid-scan
  • Don't scan in a moving vehicle
👤 Scan-Specific Instructions

👤 Face AI Scan 60-90 sec (up to 180 for full HRV)

  • Forehead, cheeks, and nose bridge must be fully visible
  • Distance: 30-50 cm (12-20 inches)
  • First 5-10 seconds = calibration — be extra still
  • Facial hair is OK but may reduce usable ROI
  • Bare skin produces best results

🔍 Skin AI Scan 2-4 min (multiple zones)

  • Bare skin mandatory — remove ALL makeup, sunscreen, skincare
  • Wash face with water only, 15 min before. Pat dry.
  • Distance: 15-25 cm (6-10 inches)
  • Ring light or even front-facing light essential
  • Don't flex facial muscles during scan

👁 Eye AI Scan 1-2 min

  • Remove glasses, eye makeup, colored contacts
  • Distance: 15-25 cm (6-10 inches)
  • Follow on-screen gaze targets (up, down, left, right)
  • Open eyes wider than normal when prompted
  • No eye drops within 2 hours (especially redness-reducing)
  • May include eyelid pull for anemia screening

🗣 Mouth AI Scan 1-2 min

  • Remove all lip color products
  • No colored food/drinks within 30 minutes
  • No teeth brushing/mouthwash within 15 minutes
  • Open wide to show gums when prompted
  • Extend tongue fully when prompted
  • Distance: 15-25 cm (6-10 inches)
🚀 Expansion Module Scan Instructions

㈰ Pupil AI Scan 2-3 min (includes dark adaptation)

  • Dim the room — only the phone screen provides light. No overheads, no windows.
  • Wait 5 minutes in dim conditions for pupils to dark-adapt before starting
  • Remove glasses and colored contacts. Clear contacts are OK.
  • No pupil-dilating eye drops within 4 hours (tropicamide, atropine, phenylephrine)
  • Distance: 20-30 cm (8-12 inches) — both eyes fully visible
  • Look directly at center of screen. Keep both eyes open throughout.
  • Screen will flash bright white (0.5s on / 5s off) — do not look away during flash
  • 3 flash cycles for PLR, then consensual test (left/right flash), then steady observation
  • Combines with: Can run after Eye AI Scan (same distance/positioning). Do Pupil AI Scan first in dim room, then turn on lights for Eye AI Scan.

☝ Fingertip AI Scan — Clinical Mode 30-60 sec

  • Warm hands first — cold fingers give weak signal. Rub hands or hold warm cup for 1 minute.
  • Remove rings from scanning finger. Remove nail polish if present.
  • Place index fingertip over REAR camera AND flash simultaneously
  • You should see a faint red glow through your finger — this means correct positioning
  • Apply gentle, steady pressure — don't press hard enough to occlude blood flow (no white fingertip)
  • Rest hand and phone on flat surface together for stability
  • Stay completely still for full duration — any movement corrupts rhythm analysis
  • Ambient lighting doesn't matter — the flash provides all illumination via transillumination
  • Combines with: Run after Face AI Scan as a higher-accuracy confirmation of HR, SpO2, and AFib screening.

🎤 Voice AI Scan 1-2 min

  • Quiet room essential — below 40dB ambient noise. No music, no fan, no TV, no other voices.
  • Close windows and doors. Turn off AC/heater if audible.
  • Hold phone 15-30 cm (6-12 inches) from mouth, microphone facing you
  • Clear your throat first. Have water available.
  • No food in mouth. No gum.
  • Step 1: Read the displayed passage aloud in normal voice (30 sec) — for tremor, stress, depression
  • Step 2: Sustain "aaahh" as long as possible on one breath — for respiratory health
  • Step 3: Describe a displayed picture naturally for 60 sec — for cognitive assessment
  • Combines with: Run immediately after Face AI Scan — voice analysis + facial rPPG together gives multi-modal depression/Parkinson's screening.

🎬 Motion AI Scan 30-60 sec

  • TRIPOD MANDATORY — phone must be on tripod or solid surface. Handheld = completely unusable.
  • Camera: 60fps or higher — check settings. 30fps is minimum for respiratory only.
  • Well-lit, even front lighting. No flickering lights.
  • Subject sits completely still with hands in lap, relaxed
  • For tremor (#141): Capture face + hands. Rest hands on thighs, fingers visible.
  • For respiratory (#142): Capture upper body — shoulders and chest visible.
  • For carotid (#144): Side view of neck — tilt head slightly, jaw to collarbone visible. No scarves/collars.
  • Do not talk. Breathe through nose. No movement at all.
  • Combines with: Same session as Face AI Scan if camera is on tripod. Record once, process both rPPG and motion amplification pipelines on same video.

🌈 Spectral AI Scan 15-30 sec (enhanced Face AI Scan)

  • Daylight-balanced white light (5000-6500K) is CRITICAL — warm/colored lighting invalidates readings
  • Ring light recommended. Position light directly in front of face for even illumination.
  • Remove ALL makeup, sunscreen, moisturizer — identical prep to Skin AI Scan
  • Same positioning as Face AI Scan — arm's length, full face visible
  • For jaundice (#147): Also look upward to expose sclera (whites of eyes)
  • For bruise aging (#149): Use REAR camera close-up on bruise, include normal skin for reference
  • Combines with: Same session as Face AI Scan + Skin AI Scan — just requires stricter white lighting. Spectral analysis runs on same video frames.

✋ Palm AI Scan 30-60 sec per hand

  • Wash hands with warm water. Dry thoroughly. Remove all jewelry, rings, bracelets.
  • Remove nail polish for nail bed markers (#153, #154).
  • Hold open palm facing REAR camera, 20-30 cm (8-12 inches) away
  • Fingers slightly spread, palm flat and fully open
  • Bright, even lighting on palm surface
  • For capillary refill (#154): Press fingernail firmly 5 seconds, release, hold close to camera
  • Scan both hands — bilateral comparison is critical for Raynaud's, PAD, perfusion asymmetry
  • Best for darker skin tones (Fitzpatrick V-VI) — palms have minimal melanin variation, stronger rPPG signal
  • Combines with: Run after Face AI Scan as a skin-tone-independent confirmation of HR. Also pairs with Fingertip AI Scan — both use the same hand.
🎼 Frequency Analysis Scan Protocols (2.0 Modules)

🎼 Frequency AI Scan — Bioresonance 3-6 min

  • Hardware Required: Bone conduction headset (bidirectional transducer) placed on mastoid process behind both ears
  • Frequency Range: Sweep from 1 Hz to 10 MHz — covers cellular, organ, and tissue resonant frequencies
  • Subject sits still in quiet room, eyes closed, relaxed breathing
  • Headset sends reference frequencies and records response patterns
  • 550+ Blueprint Frequencies scanned against 80,000+ reference data points
  • Output: deviation score (1-9 scale) for each measured system/organ
  • Post-scan: corrective frequencies sent back through headset for optimization
  • Covers: Blood chemistry (#155-164), Nutrition (#165-176), Organs (#177-186), Toxicity (#187-194), Body Systems (#214-221)
  • NOT a substitute for blood tests or imaging — measures electromagnetic frequency deviations from healthy baselines

☮ Meridian AI Scan — TCM Mapping 2-3 min

  • Hardware Required: Bone conduction headset + optional electrodermal sensors on meridian endpoints (hands/feet)
  • Based on Traditional Chinese Medicine (TCM) theory — 12 primary meridians have measurable electromagnetic properties
  • Each meridian assessed for frequency deviation from balanced state
  • 12 Meridians Scanned: Lung, Large Intestine, Stomach, Spleen, Heart, Small Intestine, Bladder, Kidney, Pericardium, Triple Warmer, Gallbladder, Liver
  • Output: balance/imbalance status per meridian with directional context (over-active vs under-active)
  • Correlates with acupuncture point electrical conductance measurements (Ryodoraku, EAV)
  • Covers: Markers #195-206

❖ Chakra AI Scan — Energy Center Assessment 1-2 min

  • Hardware Required: Bone conduction headset
  • 7 primary chakras each associated with a characteristic frequency range
  • Frequency Bands: Root (256 Hz), Sacral (288 Hz), Solar Plexus (320 Hz), Heart (341 Hz), Throat (384 Hz), Third Eye (426 Hz), Crown (480 Hz)
  • Measures resonance response at each chakra frequency
  • Output: harmony score per chakra (balanced, over-active, under-active, blocked)
  • Based on traditional energy medicine — no scientific consensus on mechanism
  • Covers: Markers #207-213

🧠 Brain Entrainment — Brainwave Sync 2-5 min

  • Hardware Required: Bone conduction headset (stereo, for binaural beat delivery)
  • Measures brainwave synchronization readiness at 5 frequency bands
  • Bands: Delta (0.5-4 Hz, deep sleep), Theta (4-8 Hz, meditation), Alpha (8-13 Hz, relaxation), Beta (13-30 Hz, focus), Gamma (30-100 Hz, peak cognition)
  • Sends binaural beats: left ear base frequency, right ear base + target beat frequency
  • Measures how quickly brainwaves entrain to the target frequency
  • Requires stereo headphones — mono will not produce binaural effect
  • Covers: Markers #222-226
📸 v4.0 Coverage Gap Closure Scan Protocols

👅 Tongue AI Scan — TCM Tongue Diagnosis 30-60 sec

  • Environment: Well-lit room, natural or white LED light
  • Preparation: No food/drink for 30 minutes, no colored foods for 2 hours, no tongue scraping
  • Position: Open mouth wide, extend tongue fully, hold steady
  • Camera: Rear camera, 15-20cm distance, auto-focus on tongue center
  • Duration: 30-60 seconds (multiple captures for averaging)
  • What it measures: Tongue color (pale/red/purple), coating (thin/thick/yellow/white), shape (swollen/thin/cracked), moisture, sublingual veins
  • Covers: Markers #309-316 (8 markers)

💅 Nail Bed Analysis — Capillary & Color 20-40 sec

  • Environment: Good lighting, preferably natural daylight
  • Preparation: Remove nail polish/gel/acrylic, clean nails, no nail hardener
  • Position: Hand flat on table, fingers spread, camera aimed at all 5 fingernails
  • Camera: Rear camera, 10-15cm distance, macro mode if available
  • Duration: 20-40 seconds
  • What it measures: Nail bed color, surface ridges/pitting, lunula size, brittleness indicators, capillary refill time
  • Covers: Markers #317-322 (6 markers)

🌬 Breath Analysis — Respiratory Pattern 60-120 sec

  • Environment: Quiet room (<30dB ambient), no wind/fans
  • Preparation: Normal breathing, no deep breaths before scan, no exercise for 30 minutes
  • Position: Phone held 10-15cm from nose/mouth, microphone facing airflow
  • Duration: 60-120 seconds (captures multiple breath cycles)
  • What it measures: Breathing rate variability, tidal volume estimate, inspiratory capacity, breath pattern regularity
  • Covers: Markers #323-326 (4 markers)

📏 Body Metrics — Composition Analysis Manual input + camera

  • Input: Manual entry of height (cm), weight (kg), age, sex
  • Camera (optional): Standing photo for posture/body shape estimation
  • Calculations: BMI, body fat % (Navy formula), lean body mass, basal metabolic rate (Mifflin-St Jeor), waist-hip ratio
  • What it produces: 10 body composition markers
  • Covers: Markers #327-336 (10 markers)

💜 Mood & Consciousness — Emotional Assessment 2-5 min

  • Environment: Calm, private space
  • Method: Short questionnaire (PHQ-2, GAD-2 validated scales) + facial expression analysis via camera
  • Duration: 2-5 minutes
  • What it measures: Emotional valence, stress resilience, anxiety level, depression screening, motivation, mindfulness readiness, sleep quality proxy, social connection, life satisfaction, consciousness composite
  • Covers: Markers #337-346 (10 markers)
Verified — clinically validated, FDA-clearable or wellness-shippable
Estimate — promising evidence, requires wellness disclaimers
Emerging — research-stage, low confidence
Clinical — requires medical oversight, not for consumer use
🔎
Scan Type:
♥

rPPG Primary Vitals

Core signals extracted directly from blood volume pulse waveform
10 markers
💓

Heart Rate Variability (HRV)

Time-domain, frequency-domain, and nonlinear HRV analysis from inter-beat intervals
16 markers
⚡

Cardiovascular & Vascular Health

Pulse wave analysis, arterial stiffness, and cardiac rhythm markers
18 markers
🧠

Stress & Autonomic Nervous System

Sympathetic/parasympathetic profiling and stress quantification
10 markers
🧪

Metabolic & Blood Chemistry

Blood composition estimates from spectral skin analysis
10 markers
🏃

Fitness & Recovery

Exercise capacity, recovery readiness, and training metrics
8 markers
⏰

Aging & Longevity Biomarkers

Biological age estimation from vascular, cardiac, and skin analysis
8 markers
🪩

Mental Health & Cognitive

Mood, affect, cognitive load, and psychological wellness indicators
9 markers
✨

Skin Health & Dermatology

Computer vision skin analysis from facial appearance
12 markers
👁

Behavioral & Fatigue Analysis

Eye tracking, drowsiness, attention, and behavioral biometrics
8 markers
⚕

Clinical Screening Markers

Medical-grade markers requiring clinical context and professional oversight
11 markers
㈰

Pupillometry & NeurologicalPupil AI Scan

Pupil dynamics via screen brightness flash stimulus — concussion, neuro, autonomic profiling
8 markers
㈰
Requires: Pupil AI Scan — Selfie camera at 8-12 inches, screen flashes bright white as light stimulus. Eyes must be clearly visible. 10-15 second scan. FDA precedent: Brightlamp Reflex (510(k) cleared).
☝

Fingertip Contact PPGClinical Mode

Higher-accuracy vitals via finger on rear camera with flash transillumination
6 markers
☝
Requires: Fingertip AI Scan — Place fingertip over rear camera lens with flash ON. Gentle pressure, stay still 30-60 seconds. Works across all skin tones via transillumination. FDA precedent: FibriCheck, Preventicus Heartbeats.
🎤

Voice & Acoustic AnalysisVoice AI Scan

Vocal biomarkers from spoken phrase — neurological, respiratory, and mental health screening
6 markers
🎤
Requires: Voice AI Scan — Speak a prompted phrase clearly into the phone microphone. Quiet room, hold phone 6-12 inches from mouth. 15-30 seconds. Research: Vocalis Health, Sonde Health.
🎬

Motion AmplificationEnhanced Face AI Scan

Eulerian video magnification reveals invisible motion — tremor, respiratory patterns, micro-expressions
5 markers
🎬
Requires: Motion AI Scan — Same camera as Face AI Scan but with 60fps+ and phone on solid surface/tripod. Extremely still for 30-60 seconds. Different processing pipeline (Eulerian magnification, MIT CSAIL).
🌈

Spectral AnalysisEnhanced Face AI Scan

Advanced RGB channel spectroscopy for blood composition markers beyond standard rPPG
4 markers
🌈
Requires: Enhanced Face AI Scan — Same positioning as Face AI Scan but requires bright, daylight-balanced (5000-6500K) white lighting. Warm lighting will mask spectral signatures. Ring light recommended.
✋

Palm AI ScanningPalm AI Scan

Alternative rPPG via palm vasculature — reduced skin tone bias, peripheral circulation assessment
5 markers
✋
Requires: Palm AI Scan — Hold open palm facing rear camera, 8-12 inches away, fingers spread. Bright, even lighting. 30 seconds. Less melanin interference than face — especially effective for darker skin tones (Fitzpatrick V-VI).

Frequency AI Scan — Coming Soon

Bioresonance / electromagnetic frequency-based biomarkers using a bone conduction headset. Not yet incorporated into the live scanner — this is the roadmap module that adds 100+ markers when shipped.

🎼

Frequency Vitals (Blood Chemistry)Frequency AI Scan

Electromagnetic frequency deviations correlating to blood chemistry parameters via bioresonance analysis
10 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset placed on mastoid process. Bioresonance frequency sweep 1-10 MHz range. 3-6 minutes. No FDA clearance — emerging bioresonance technology.
🎼

Nutritional Frequency AnalysisFrequency AI Scan

Mineral, vitamin, and amino acid frequency signatures detected via bone conduction bioresonance sweep
12 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, bioresonance frequency analysis. 4-6 minutes. Each nutrient has a characteristic resonant frequency signature. Emerging — not a substitute for blood panel testing.
🎼

Organ Frequency StatusFrequency AI Scan

Electromagnetic frequency deviation from healthy organ baselines — 1 (minimal) to 9 (severe deviation) scale
10 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, organ-specific frequency sweep. 3-5 minutes. Each organ has a characteristic healthy frequency range; deviations may indicate functional stress. Emerging technology.
🎼

Toxicity DetectionFrequency AI Scan

Frequency signatures associated with heavy metals, pathogens, chemical toxins, and allergen sensitivities
8 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, toxin-specific frequency band analysis. 2-4 minutes. Based on the principle that toxins disrupt cellular electromagnetic signatures. Highly emerging — confirm with laboratory testing.
☮

Meridian AssessmentMeridian AI Scan

Traditional Chinese Medicine meridian frequency mapping — 12 primary meridians assessed via bone conduction bioresonance
12 markers
☮
Requires: Meridian AI Scan — Bone conduction headset, TCM meridian frequency mapping. 2-3 minutes. Based on electrodermal/bioresonance theory that meridian pathways have measurable electromagnetic properties. Emerging — rooted in TCM tradition.
❖

Chakra HarmonyChakra AI Scan

7 primary chakra frequency harmony assessment — energy center alignment and resonance balance
7 markers
❖
Requires: Chakra AI Scan — Bone conduction headset, chakra-specific frequency analysis. 1-2 minutes. Each chakra is associated with a characteristic frequency range. Based on traditional energy medicine — no scientific consensus on mechanism.
🎼

Body Systems FrequencyFrequency AI Scan

Whole-system frequency analysis across major physiological systems via bioresonance composite scoring
8 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, system-level frequency sweep. 2-4 minutes. Aggregates organ and tissue frequencies into system-level health indicators. Emerging composite metric.
🎼

Brain Entrainment ProfilesFrequency AI Scan

Brainwave synchronization readiness across delta, theta, alpha, beta, and gamma bands
5 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, brainwave entrainment frequency analysis. 1-3 minutes. Measures how readily the brain synchronizes to specific frequency bands. Distinct from clinical EEG — uses bioresonance response patterns.
🎼

Digestive System Frequenciesv4.0 Frequency

Gastrointestinal organ function via frequency sweep analysis
9 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, digestive-specific frequency sweep 180-800 Hz. 3-5 minutes. Scan 2+ hours after eating for baseline accuracy. Emerging bioresonance technology.
🎼

Hepatobiliary Frequenciesv4.0 Frequency

Liver, gallbladder, and bile duct function via frequency sweep analysis
8 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, hepatobiliary frequency sweep. 3-5 minutes. Alcohol and fatty meals in prior 24 hours affect readings. Emerging technology.
🎼

Pancreatic & Renal Frequenciesv4.0 Frequency

Pancreatic enzyme and kidney waste filtration markers via frequency analysis
6 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, pancreatic and renal frequency sweep. 2-4 minutes. Fasting state preferred for insulin/glucagon accuracy. Emerging technology.
🎼

Pulmonary Frequenciesv4.0 Frequency

Lung capacity and airway function via frequency sweep analysis
3 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, pulmonary frequency sweep. 2-3 minutes. Sit upright, breathe normally. Recent exercise affects readings. Emerging technology.
🎼

Bone & Skeletal Frequenciesv4.0 Frequency

Bone density, mineralization, and skeletal health markers via frequency sweep analysis
13 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, skeletal frequency sweep 40-800 Hz. 4-6 minutes. Bone conduction signal propagation varies with density. Emerging technology.
🎼

Blood Chemistry Extensionsv4.0 Frequency

Extended blood chemistry markers via bioresonance frequency analysis
6 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, blood chemistry frequency sweep. 2-4 minutes. Fasting state preferred. Emerging technology — confirm with blood panel.
🎼

Lipid & Fatty Acid Frequenciesv4.0 Frequency

Phospholipid, sphingolipid, and fatty acid composition via frequency analysis
8 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, lipid-specific frequency sweep. 3-5 minutes. Fasting 8+ hours preferred. Emerging technology.
🎼

Trace Element Extensionsv4.0 Frequency

Additional trace mineral frequency signatures beyond core nutritional panel
7 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, trace element frequency sweep. 2-4 minutes. Each mineral has a characteristic resonant frequency. Emerging — confirm with hair mineral or blood analysis.
🎼

Vitamin Extensionsv4.0 Frequency

Additional fat-soluble vitamin frequency signatures
3 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, vitamin-specific frequency sweep. 1-2 minutes. Emerging — confirm with blood panel testing.
☮

Extraordinary Meridiansv4.0 Meridian

Four extraordinary vessels of Traditional Chinese Medicine assessed via bioresonance
4 markers
☮
Requires: Meridian AI Scan — Bone conduction headset, extraordinary meridian frequency mapping. 2-3 minutes. Based on TCM theory of the Eight Extraordinary Vessels. Emerging.
🎼

Cerebrovascular Frequenciesv4.0 Frequency

Cerebral blood flow, perfusion pressure, and oxygen delivery via frequency analysis
6 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset on mastoid (near cerebral vasculature). 3-5 minutes. Seated, relaxed. Caffeine and blood pressure medications affect readings. Emerging.
🎼

Thyroid Detail Frequenciesv4.0 Frequency

Thyroglobulin and antibody markers via frequency analysis
2 markers
🎼
Requires: Frequency AI Scan — Bone conduction headset, thyroid-specific frequency sweep. 1-2 minutes. Thyroid medications affect readings. Emerging.
👁

Eye Health Analysisv4.0 Eye AI Scan

Periorbital skin health and lymphatic function via close-up eye camera analysis
7 markers
👁
Requires: Eye AI Scan — Selfie camera, 8-12 inches from eyes, bright even lighting. 10-15 seconds. Analyzes periorbital tissue, not the eye itself. Remove makeup for best accuracy.
👅

Tongue AI Scan AnalysisTongue AI Scan

Traditional tongue diagnosis digitized — color, coating, shape, and moisture analysis via camera
8 markers
👅
Requires: Tongue AI Scan — Open mouth, stick tongue out fully, bright white light on tongue. Selfie camera 6-10 inches. 5-10 seconds. Do not eat, drink, or brush tongue for 1 hour before scanning. Based on Traditional Chinese Medicine tongue diagnosis.
💅

Nail Bed AnalysisNail AI Scan

Fingernail color, texture, lunula, and capillary refill analysis via rear camera
6 markers
💅
Requires: Nail AI Scan — Place hand flat, rear camera 4-8 inches above fingernails. Bright, even lighting. Remove nail polish. 10-15 seconds per hand. Analyzes nail bed color, surface texture, and lunula visibility.
🌀

Breath AnalysisBreath AI Scan

Respiratory pattern analysis via microphone — rate variability, volume, and regularity
4 markers
🌀
Requires: Breath AI Scan — Phone microphone 6-12 inches from nose/mouth, quiet room. Breathe normally for 60 seconds. Do not speak during scan. Measures acoustic patterns of inhalation and exhalation.
⚖

Body MetricsBody Metrics

Body composition estimates from manual input (height, weight, age) combined with camera silhouette analysis
10 markers
⚖
Requires: Body Metrics Scan — Enter height, weight, age, and gender. Optional: full-body photo (front and side) for silhouette-based estimates. Well-established formulas (BMI, BMR) combined with AI body composition estimation.
🧡

Mood & Consciousness AssessmentMood AI Scan

Emotional, psychological, and well-being metrics from validated questionnaires combined with facial expression analysis
10 markers
🧡
Requires: Mood AI Scan — Complete brief validated questionnaire (PHQ-2, GAD-2, WHO-5). Optional: 30-second selfie video for facial affect analysis. Combines self-report with computer vision emotion detection. Not a clinical diagnosis.
Important Disclosure: This report catalogs the full range of biomarkers that current rPPG technology and AI facial analysis can detect or estimate. Markers labeled "Verified" have strong clinical evidence and are suitable for production use. Markers labeled "Estimate" or "Emerging" are based on emerging research and should be clearly presented to users as approximations, not medical diagnoses. No marker in this report should be used as a substitute for professional medical advice, diagnosis, or treatment. Accuracy figures represent best-case controlled conditions — real-world performance varies by lighting, skin tone, motion, and camera quality. All markers are presented transparently so the audience can evaluate the technology on its own merits.
rPPG Biomarker Atlas — Generated April 2025 — Research compiled from 6 parallel analysis agents covering 200+ academic papers and commercial product evaluations