GitHub

Brainova AI — Brain Tumor MRI Classifier

Brainova AI is a deep-learning microservice that classifies brain-MRI images into one of four categories — glioma, meningioma, no-tumor, or pituitary — and returns an explainable Grad-CAM heatmap ...
GitHub

liver-cirrhosis-prediction-main

liver-cirrhosis-project/ ├── backend/ # FastAPI Backend │ ├── main.py # API entry point │ ├── models_handler.py # ML/DL hybrid inference │ ├── schemas.py # Data validation │ ├── database.py # ...
IEEE

Explainable Brain Tumor Classification using CNN and GradCAM

Abstract: One of the most critical neurological conditions is Brain tumors, timely and correct diagnosis is needed for effective treatment. Advances in neuroimaging technology such as MRI, limitations ...
IEEE

An Uncertainty-Aware and Explainable Feature-Fusion DenseNet for Cotton Leaf Disease Classification Using Monte Carlo Dropout and Grad-CAM

Abstract: The accurate and reliable identification of diseases in cotton leaves is crucial for improving crop productivity and preventing excessive pesticide usage. Although deep convolutional neural ...