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MEDICAL EMERGENCY? CALL 911 IMMEDIATELY

Do NOT wait for a PICS alert. MDGeniusAI is NOT an emergency service.

CAUTION: INVESTIGATIONAL DEVICE — LIMITED TO INVESTIGATIONAL USE

PICS HAS NOT BEEN CLEARED OR APPROVED BY THE FDA. The safety and effectiveness of PICS have not been established. PICS is classified as an investigational device pending 510(k) submission. PICS is intended to supplement, not replace, standard clinical assessment and professional medical judgment. Do not rely solely on PICS outputs for clinical decisions.

PICS™

PICS™

Postoperative Intelligence & Care System

PICS™ is a clinical-grade, AI-powered module that helps identify and manage post-surgical complications early using patient photos, vital signs, wearable data, and voice signals — all through a mobile and web-based system. It empowers both patients and doctors with real-time risk scoring, automated alerts, and personalized recovery plans.

PICS™ key metrics

72h3earlier detection
96%1patient satisfaction

Core Features

AI Photo Analysis

Computer vision (CNNs) analyzes daily wound photos to detect early signs of infection, dehiscence, necrosis, and hematoma/seroma.

  • Patients upload via mobile app
  • AI scans in seconds
  • ResNet-50 architecture

Wearable & Vital Integration

Syncs with Apple Watch or Android Health Connect to monitor temperature, heart rate, and SpO₂.

  • Real-time vitals monitoring
  • Baseline deviation alerts
  • Heart rate variability
  • Sleep pattern analysis

Voice Biomarker Analysis (Beta)

Listens for vocal cues of pain, stress, or respiratory changes as a passive monitoring layer.

  • Voice pattern recognition
  • Pain stress indicators
  • Respiratory change detection
  • Optional passive monitoring

Real-Time Risk Dashboard

Combines image, vitals, and risk factors into daily patient risk scores with color-coded triage.

  • Low/moderate/high risk scoring
  • Color-coded triage system
  • Historical risk tracking
  • Provider dashboard

Smart Alerts & Escalation

Push notifications to patients and clinical teams with automated escalation based on severity.

  • Push notifications
  • Severity-based escalation
  • Clinical team alerts
  • Automated interventions

Explainable AI

Uses SHAP & Grad-CAM to show why predictions were made, helping doctors trust and validate results.

  • SHAP analysis
  • Grad-CAM visualization
  • Prediction explanations
  • Clinical validation support

Mobile App & Web Console

Patient app for uploads and alerts, clinician portal for triage and monitoring.

  • HIPAA-aligned architecture
  • Multi-language support
  • Intuitive patient UI
  • Clinician decision support

PICS™ clinical data

Complication Rates Comparison

JanFebMarAprMayJun0481216

Risk Score Distribution

Day 1Day 3Day 7Day 14Day 300255075100

Detected Complication Types

  • Infection35%
  • Dehiscence25%
  • Necrosis20%
  • Hematoma/Seroma20%

Why It Matters

After discharge

is when a significant share of complications occurs

Most

are preventable with earlier detection

Peace

of mind for patients and lower liability

AI That Learns & Improves

Built on diverse data sources for fairness and clinical accuracy

Continuously improves with every patient interaction

Developed under the FDA SaMD frameworkSoftware as a Medical Device is an FDA classification, not a certification. PICS™ is pending 510(k) submission.

HIPAA-aligned architectureExplainable results

CAUTION: INVESTIGATIONAL DEVICE. LIMITED BY FEDERAL LAW TO INVESTIGATIONAL USE. This product has not been cleared or approved by the U.S. Food and Drug Administration. FDA clearance in progress.

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1Pilot: Results observed in clinics of the MDGeniusAI pilot program (n = TBD, TBD). Individual results vary by practice, volume and protocol.

3Research: Research finding. PICS™ is an investigational device pending 510(k) submission; it has not been cleared or approved by the FDA and its safety and effectiveness have not been established.

CAUTION: INVESTIGATIONAL DEVICE — LIMITED TO INVESTIGATIONAL USE

PICS HAS NOT BEEN CLEARED OR APPROVED BY THE FDA. The safety and effectiveness of PICS have not been established. PICS is classified as an investigational device pending 510(k) submission. PICS is intended to supplement, not replace, standard clinical assessment and professional medical judgment. Do not rely solely on PICS outputs for clinical decisions.

ADVERSE EVENT REPORTING — 21 CFR Part 803

If you experience any adverse event, device malfunction, missed alert, or safety concern related to PICS, please report it immediately.

View Full Adverse Event Reporting Notice →

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