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MH

Projects

Things I have built

Healthcare AI / Medical ImagingFeatured

NeuroVision AI

Explainable Brain MRI Classification

End-to-end deep learning system for three-class brain tumor classification using an ImageNet-pretrained EfficientNet-B0 model.

91.14%

Accuracy

90.27%

Macro F1

  • Python
  • PyTorch
  • EfficientNet-B0
  • Grad-CAM
  • FastAPI
  • React
  • +2 more
Healthcare AI / Medical ImagingFeatured

RetinaVision AI

Explainable Retinal Image Analysis

End-to-end deep learning system for multi-label retinal disease classification, retinal vessel segmentation, and Grad-CAM explainability.

0.81210

ODIR validation ROC-AUC

0.55224

ODIR validation Macro F1

  • Python
  • PyTorch
  • ResNet50
  • U-Net
  • EfficientNet-B0
  • Grad-CAM
  • +2 more