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  • šŸ‘‹ Hi, Iā€™m Habib Mrad
  • šŸ‘€ Iā€™m interested in ML/DL in Healthcare and especially in Cadiology
  • šŸŒ± Iā€™m currently learning ML and DL for CVDs
  • šŸ’žļø Iā€™m looking to collaborate on building new apps related to ML in CVDs
  • šŸ“« How to reach: me [email protected]

Habib Mrad's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

camicroscope icon camicroscope

Digital pathology image viewer with support for human/machine generated annotations and markups.

cancer-deep-learning-model icon cancer-deep-learning-model

Keras Deep Learning neural network model for University of Wisconsin Cancer data that uses the Integrated Variants library to explain predictions made by a trained model

cancerdeeplearning icon cancerdeeplearning

Development of computational analysis tool to use genomics and image data for classification and finding cancer markers

capstone_project icon capstone_project

Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques. Capstone original project for Udacity Machine Learning Engineer Nanodegree.

car-damage-assessment icon car-damage-assessment

Computer Vision and Deep Learning techniques to accurately classify vehicle damage to facilitate claims triage by training convolution neural networks

cardiac-arrhythmia icon cardiac-arrhythmia

The objective of this project was to analyze the Cardiac Arrhythmia dataset obtained from University of California Irvine Machine Learning Repository, so as to detect if the patient is suffering from Arrhythmia or not (Model-1) and to correctly classify the patient in 1 of 5 classes of Cardiovascular Arrhythmias (Model-2) on basis of their ECG readings.

cardiac-arrhythmia-ml icon cardiac-arrhythmia-ml

This repository contains the project files for the Capstone Project - Cardiac Arrhythmia ML as part of Udacity's Machine Learning Nanodegree.

cardiac-segmentation-unet icon cardiac-segmentation-unet

Deep learning has found it's use in the medical imaging community for diagnostic and post processing methods. One such application is the medical image segmentation using Unet.

cardiacmotionflow icon cardiacmotionflow

Code for the analysis of cardiac motion and cardiac pathology classification

cardiacultrasoundphaseestimation icon cardiacultrasoundphaseestimation

This repository contains an image-based instantaneous phase estimation method for gating and temporal super-resolution of cardiac ultrasound

cardio icon cardio

CardIO is a library for data science research of heart signals

cardio-1 icon cardio-1

šŸƒ A collection of solved cardio-tasks across different languages

cardio-2 icon cardio-2

Cardiovascular disease dataset analysis for Data Science for Health (COSC 89.20)

cardiologydeeplearning icon cardiologydeeplearning

Deep Learning Scientific Research - Detecting Cardiac pathologies on ECG (electrocardiogram) using neural networks

cboard icon cboard

AAC communication system with text-to-speech for the browser

cervical-cancer icon cervical-cancer

Repo for https://www.kaggle.com/c/intel-mobileodt-cervical-cancer-screening

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