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1. BioSeg-UNet BioSeg-UNet Public

   A PyTorch implementation of U-Net for biomedical image segmentation. This project builds a fully convolutional neural network designed to segment neurons from electron microscopy images, following …

   Jupyter Notebook 1

2. brain-tumor-segmentation-3d-unet brain-tumor-segmentation-3d-unet Public

   Deep learning model for automatic brain tumor segmentation in MRI scans using 3D U-Net architecture. Implements multi-class segmentation to identify edema, non-enhancing tumors, and enhancing tumor…

   Jupyter Notebook 1

3. Chest-X-Ray-Medical-Diagnosis Chest-X-Ray-Medical-Diagnosis Public

   Deep learning-based multi-label chest X-ray diagnosis using transfer learning with DenseNet121, class imbalance handling, and GradCAM for model interpretability.

   Jupyter Notebook 1

4. Medical-NER Medical-NER Public

   A Medical Named Entity Recognition (NER) system using custom spaCy models and pre-trained biomedical transformers to extract drugs, diseases, and treatments from clinical text.

   Jupyter Notebook 1

5. skin-cancer-detection skin-cancer-detection Public

   EfficientNet-B0 model for classifying 7 types of skin lesions (HAM10000) with real-time Grad-CAM heatmaps for interpretability.

   Jupyter Notebook 1

6. guardian-agent-v2 guardian-agent-v2 Public

   🛡️ Autonomous threat hunter that analyzes security logs, checks IPs against AbuseIPDB, scans file hashes across 70+ AV engines via VirusTotal, and executes mitigation actions — all in under 90 seco…

   Python