Phase 3 — VLM Reasoning Panel

Query MRI — Axial T1 Post-Contrast

Seg VII — Slice 42/68

Grad-CAM Overlay

Model Attention Region

MRI Findings

Retrieved Similar Cases (5)

Generating VLM Reasoning...

Synthesizing differential diagnosis from 5 retrieved cases

Differential Diagnosis 4 possibilities

LI-RADS Assessment

Confidence & Uncertainty

Feature Comparison — Query vs. Retrieved Cases

Reasoning Chain Step-by-step

Recommended Next Steps

Clinical Decision Support Disclaimer: This analysis is generated by an AI system and is intended as a second-reader aid only. Final diagnosis and clinical decisions must be made by a qualified physician. All referenced cases and similarity scores are based on the hospital's historical case database. Model version: MedGemma 4B-IT + LoRA v2.1 | Calibration date: 2024-11-15 | ECE: 0.042