Radisist
An AI-assisted mammography platform designed to support radiologists in the detection and analysis of breast abnormalities.
Radisist combines deep learning, computer vision, explainable AI, and a radiologist-in-the-loop workflow to transform mammogram images into actionable preliminary insights. The platform enables secure patient image uploads, AI-powered mammogram analysis, automated preliminary reporting, radiologist review, and visual explanations.
Technology Stack
Built with precision
Next.js
Django
Python
PostgreSQL
PyTorch
Computer Vision
Grad-CAM
Nginx
GunicornFeatures
What we shipped
01
AI-powered mammogram classification and analysis
02
Automated preliminary diagnostic reports
03
Radiologist review and validation workflow
04
Grad-CAM heatmaps for explainable predictions
05
Multi-model and ensemble AI architecture
06
Suspicious lesion segmentation
07
Patient and diagnostic record management
08
Secure mammography image processing