didarul342/leukemia-ai-explainability

Leukemia AI Explainability

FastAPI web application for leukemia prediction from blood-cell image and genome sequence inputs, including Grad-CAM and LIME explainability.

Research-use notice: this application is not a medical device and must not be used as a clinical diagnosis tool.

Required model structure

Keep the trained model files in this structure:

saved_models/
  image/
    best_image_model.keras
    best_image_model.weights.h5
    image_classes.json
    image_model_info.json
  sequence/
    best_sequence_model.pkl
    label_encoder.pkl
    sequence_model_info.json
    sequence_preprocessor.pkl

Run locally

docker build -t leukemia-space .
docker run -p 7860:7860 leukemia-space

Then open http://localhost:7860.