CARDIOTWIN-4D

CATH-LAB WORKSTATION
MODEL: ENSEMBLE-CALIBRATED
🛡️ LEAKAGE GUARD: ACTIVE [LAD/LCX/RCA/CATH EXCLUDED]
LATENCY: 18ms

🗂️ Cohort & Clinical Controls

Patient Cohort Profile N=303
Loading patient profile...
💓 Vitals & Hemodynamics
64
155
82
28.4
⚠️ Symptoms & Medical History
⚡ 12-Lead ECG Markers
🧪 Echocardiography & Labs
35%
168
32
245
118
Heart Rate: 82 BPM
Ejection Fraction: 35%
Rate-Pressure Prod: 12,710
Perfusion Status: ANTERIOR ISCHEMIA
Video Walkthrough
▶
Project demo
LAD (Anterior)
38% Open vFFR: 0.64 ⚠️

OVERALL CAD ANGIOGRAPHIC RISK

CRITICAL RISK
🫀
88.4%
Training-error range (not a confidence interval)
Multi-target calibrated stacker
● LAD (Anterior)
84.2%
vFFR: 0.64 ⚠️ Ø Open: 38%
Territory: Anterior / Septal Myocardium
● LCX (Lateral)
28.5%
vFFR: 0.92 ✓ Ø Open: 86%
Territory: Lateral Ventricular Wall
● RCA (Inferior)
54.1%
vFFR: 0.78 ⚠️ Ø Open: 62%
Territory: Inferior Wall & RV Crux

🔍 TreeSHAP Bi-Directional Impact

Loading TreeSHAP local attributions...

⚡ Real-Time 12-Lead ECG Oscilloscope

LEAD II • 25 mm/s • 10 mm/mV

✨ Illustrative Risk-Factor Scenario

12-MONTH HORIZON
Month 0 (Current) Month 3 Month 6 Month 12 (Target)
Model-estimated change in this scenario: -24.5%
Projected LAD Stenosis Drop: -38.2%
Modifiable Levers: BP ≤118, LDL ≤80, TG ≤125, HDL ≥52, Smoke: 0