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™
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
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
Risk Score Distribution
Detected Complication Types
- Infection35%
- Dehiscence25%
- Necrosis20%
- Hematoma/Seroma20%
Why It Matters
is when a significant share of complications occurs
are preventable with earlier detection
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.
