A multi-model deep learning framework for tumor classification, segmentation, explainability, and reliability analysis from MRI.
This Hugging Face repository contains trained weights and inference artifacts.
1MRI Input
2↓
3EfficientNetV2-S
4MobileNetV3
5ConvNeXt Tiny
6↓
7Adaptive Ensemble Fusion
8↓
9Tumor Segmentation
10↓
11Grad-CAM Explainability
12↓
13Diagnostic Reliability Index (DRI)
14↓
15Final Diagnostic Output
1models/
2docs/
3examples/
4inference.py
5requirements.txt
6README.md
1pip install -r requirements.txt
2python inference.py
Research and educational use only.
Not for standalone clinical diagnosis.
1@software{tharun_neuroensemble8,
2title={NeuroEnsemble8: Hybrid Brain Tumor Analysis Framework},
3author={Tharun Sridhar},
4year={2026}
5}
Created and released openly for research and societal benefit.
