Pinned Loading

1. Breast-Cancer-Histopathological-Image-Classification Breast-Cancer-Histopathological-Image-Classification Public

   Developed and optimized deep learning models, primarily CNNs, to classify breast cancer histopathology images into different categories. Achieved improved accuracy by leveraging advanced preprocess…

   Jupyter Notebook 1

2. Explainable-Brain-Tumor-Classification Explainable-Brain-Tumor-Classification Public

   Applied Class Activation Mapping (CAM) Based techniques to deep learning models for interpreting tumor detection in MRI images, enabling visualization of discriminative regions to improve model exp…

   Jupyter Notebook

3. Explainable-AI-for-Cancer-Detection-in-Histopathology Explainable-AI-for-Cancer-Detection-in-Histopathology Public

   Applied Class Activation Mapping (CAM) techniques to deep learning models for interpreting cancer detection in histopathological images, enabling visualization of discriminative regions to improve …

   Jupyter Notebook 1

4. Machine_Learning Machine_Learning Public

   Forked from SharifiZarchi/Introduction_to_Machine_Learning

   Introduction to Machine Learning, for B.Sc. Students, Machine Learning for Bioinformatics for M.Sc. Students. Computer Engineering Department, Sharif University of Technology.

   Jupyter Notebook 6

5. IBO IBO Public

   IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology

   2

6. Cancer-Detection-using-Attention-Based-Network Cancer-Detection-using-Attention-Based-Network Public

   Implemented attention-based deep neural networks for accurate detection of cancer in histopathological images, enhancing model interpretability by focusing on critical regions within tissue samples.

   Jupyter Notebook 1