Clinical Passive Behavioral

Passive wearable insight
for eating disorders.

APLIORA analyzes passive signals from commercial smartwatches to identify behavioral patterns and risk windows between visits — helping clinicians prepare more personalized sessions with every patient.

Young woman with smartwatch

Eating disorder care is still largely retrospective.

The hardest behavioral moments happen between sessions — entirely hidden from the clinician. APLIORA closes that gap.

Patient Recall

Sessions rely on what patients remember — often incomplete, distorted by shame or anxiety.

Self-Reported Logs

Food and symptom logs require effort and honesty that many patients struggle to sustain.

Invisible Moments

The hardest behavioral moments happen between visits — entirely hidden from the clinician.

Passive signals.
Behavioral patterns.
Better sessions.

01

Patient Wears a Smartwatch

Uses a regular commercial smartwatch they already own. No manual logging required.

02

Passive Signals Are Analyzed

APLIORA analyzes physiological and movement signals continuously in the background.

03

Behavioral Patterns Detected

The system identifies patterns associated with binge behavior, purging signals, and emerging risk windows.

04

Clinician Receives Insights

Before each session: behavioral summaries, key moments to explore, and trend insights across time.

An objective data layer using physiological markers.

APLIORA adds an objective monitoring layer using mathematical analysis of physiological markers — movement, angular movement, heart rate, and HRV — from commercial-level wearables.

Binge-Related Behavior

Physiological and movement patterns associated with binge episodes.

Purging-Related Signals

Post-episode physiological instability markers.

Pre-Episode Risk Windows

Emerging stress and behavioral signatures before critical moments.

Stability Trends

Long-term behavioral patterns and recovery trajectories over time.

* Movement, angular movement, heart rate and HRV, using commercial-level wearables.

Everything your practice needs, in one view.

Get a clear overview of all your patients — see who needs attention, who is improving, and where to focus each session.

Overview across all active patients
Priority flags for at-risk patients
Behavioral pattern summaries per session
Trend insights and recovery trajectories
APLIORA — Practice Dashboard
24
Active Patients
7
Needs Attention
3
Watch Closely
Maya L. Watch Closely · 3 episodes
Erica S. Needs Attention · 1 episode
Mandi R. Improving · 0 episodes
Michelle M. Improving · 0 episodes

Adding an objective analysis layer
through passive insight.

Traditional Tools

  • Food logging apps
  • Manual symptom tracking
  • Retrospective questionnaires
  • End-of-week summaries

APLIORA

  • Passive smartwatch monitoring
  • Continuous signal analysis
  • Automatic pattern detection
  • Real-time risk window alerts

⚠ Although clinically validated, APLIORA is intended as a decision-support tool and does not replace clinical judgment.

"Technology strengthens expertise — it doesn't replace it."
— APLIORA

Care that understands
patients between sessions.

APLIORA helps bring clinicians closer to their patients' real lives.
Reach out to learn more or schedule a demo.

birkat@apliora.com