Research Paper

The science behind non-invasive hormonal wellness monitoring

Perimenopause affects 80% of women, yet clinicians have no objective tool to track it. Blood tests capture a moment. MARKABLE captures a trend.

264
Participants
3
Data channels
70+
Symptom domains

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Methodology, dataset, analysis approach, and findings.

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What's inside the paper

The Measurement Gap

Why blood tests fall short for tracking perimenopause, and why a new approach is needed.

Three-Channel Methodology

How facial biomarkers, cognitive testing, and symptom capture combine into one signal.

Facial Biomarker Science

What facial patterns are associated with hormonal change, and how AI detects them.

Cognitive Battery Design

Which cognitive functions are sensitive to hormonal shifts, and how we measure them.

264-Participant Dataset

Study design, participant demographics, and hormonal status group definitions.

Feasibility Results

What the data showed across three hormonal status groups.

Provider Report Design

How hundreds of signals are distilled into a 2-minute clinical read.

Regulatory Positioning

General wellness product classification under FDA, MHRA, and MOH guidelines.

About MARKABLE

Turning hormonal chaos into clarity

MARKABLE is a non-invasive hormonal wellness monitoring platform. Using AI-driven facial analysis, cognitive testing, and structured symptom tracking, we give clinicians, employers, and health plans the first objective tool for tracking hormonal change over time.

No blood draw. No lab visit. Just a smartphone and 10 minutes.

MARKABLE is a general wellness product for personal awareness and self-monitoring. It is not a medical device and is not intended to diagnose, treat, cure, or prevent any disease or medical condition. The research described represents feasibility data. Always consult a qualified healthcare provider for medical advice.