Multi-model AI Pathology Viewer

The Multi-model AI Pathology Viewer is a zero-footprint web application for viewing gigapixel Whole-Slide Images (WSI) and running AI inferences directly within the clinical diagnostic workflow.

Key Features

1. Zero-Footprint: Access slides directly from any modern web browser. No heavy client-side installations required.
2. Multi-model Inference: Run tissue segmentation, biomarker quantification, and cellular detection models simultaneously.
3. Clinical Integration: Native support for standard clinical APIs (e.g., DICOMWeb) to pull images directly from the PACS or VNA.

Real-Time Inference Architecture

The viewer communicates with the AI inference engine using low-latency WebSockets and REST APIs to stream model predictions back to the user interface.

sequenceDiagram
    participant P as "Pathologist (Browser)"
    participant V as "Viewer Backend"
    participant AI as "AI Inference Engine"
    
    P->>V: Request WSI Tile
    V->>P: Return High-Res Tile
    P->>AI: "Request Inference (Bounding Box)"
    AI-->>P: "Return Mask/Annotations"

Installation

Deployment instructions and Docker Compose configurations will be provided here shortly.