abdel-habib Goto Github PK

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ai-chatbot

An ai-based chatbot that learns and answers questions you ask. It is trained by a set of intents using tensorflow and nltk.

ai-for-healthcare-nanodegree

Projects from AI for Healthcare Nanodegree Program of Udacity.

alzheimer-disease-classification-using-mris-and-gene-expression-data

Implementation of various ML and CV approaches on alzheimer disease tabular dataset for a classification task

breast-mass-detection-and-segmentation-using-multi-scale-morphological-sifting-and-kmeans-clustering

A mammographic mass detection and segmentation approach using a multi-scale morphological sifting approach integrated with a mean shift filter, k-means, and post-processing that detects and segments breast masses. This approach was on the InBreast mammographic dataset for Image Analysis course in MAIA Master's degree.

copdgene-ct-registration

Registration of image sets and reference data of inspiratory and expiatory breath-hold CT image pairs acquired from the National Heart Lung Blood Institute COPDgene study archive. This project was developed for a course titled "Medical Image Registration and Applications" - MIRA under MAIA master program.

digit-recognition-web-application-ml

docker-commands

docker commands documentation with brief description

hackathon-starter

A boilerplate for Node.js web applications

health-monitor

histopathologic-cancer-detection

ibsr18-brain-tissue-segmentation

Brain tissue (WM, GM, CSF) segmentation using both multi-atlas and nnUNet approaches. This project was developed for a course titled "Medical Image Segmentation and Applications" - MISA under MAIA master program.

isic2019-skin-lesion-classification-segmentation

ISIC2019 skin lesion classification (binary & multi-class) as well as segmentation pipelines using VGG16_BN and visual attention blocks. The project features improving the results found in the literature by implementing an ensemble architecture. This project was developed for "Computer Aided Diagnosis - CAD" course for MAIA masters program.

lung-and-colon-cancer-histopathological-images-kaggle

machine-learning-skin-lesions-classification-using-tensorflow-javascript-v1.1

This repo includes all the the files necessary for classifying skin lesions. MobileNet Model was pre-trained on HAM10000 image library, with having a top 3 predicitons from the seven trained classes.

magnification-specific-breast-histopathology-image-classification-using-machine-and-deep-learning

Various machine learning and deep learning models has been used to compare and evaluate different approaches on a breast cancer histopathological dataset for a multi-class image classification task.

maia-master-traffic-light-violation-system

This repository contains the source code and report for Software Engineering course project.

medical-image-registration-and-applications

This repository contains the source code for Medical Image Registration and Applications (MIRA) course for MAIA masters degree.

medical-image-segmentation-and-applications

This repository contains the source code for Medical Image Segmentation and Applications (MISA) course for MAIA masters degree.

micrograd

A compact autograd engine that operates with scalar values and a neural network library

ml-algorithms-implementation

ml-experiments

ML Experiments Package

multi-task-attention-based-semi-supervised-learning-for-medical-image-segmentation

This is an unofficial repository for "Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation" implementation. It contains some modifications that were made to fit our own task.

nextjs-training

pytorch-basics

PyTorch approach in machine learning, by applying different concepts and theories of machine learning.

regularized-general-eigenvalue-classifier-regec

Implementation of Regularized General Eigenvalue Classifier (ReGEC) using R

restful-fastapi

skin-lesion-classification-ml-model-in-native-keras-files

This repository includes the first version of the machine learning model for skin lesions classification in native keras format, as well as the converted model to Tensorflow Javascript. Some files were ignored in .gitignore as HAM10000 directory, base_dir directory, and tensorflow.yml.

slam

unet-pytorch-segmentation

u-net implementation in PyTorch for medical image segmentation