README.md

metadata

title: CliniScan
emoji: 🫁
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false

CliniScan — AI Chest X-Ray Analysis

Multi-label chest X-ray disease detection using deep learning.

Features

• Single image analysis with 14 disease classification
• Bounding box detection with YOLOv8
• Grad-CAM heatmap visualization
• Batch processing with CSV export
• PDF report generation
• Model dashboard with experiment results

Models

• Classification: EfficientNet-B0 (AdamW, AUC=0.9213)
• Detection: YOLOv8s (D2_LowLR, mAP@50=0.0592)

Dataset

NIH ChestX-ray14 — 3000 images — 14 disease classes