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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

dl4gp icon dl4gp

DL4GP(Deep Learning for Genomics and Proteonomics) is a project which leverages Deep Learning to learn patterns from genetic and protein sequence. We propose neural network architectures which can perform variety of tasks using NLP like techniques such as identifying sequences and drug discovery.

dlbcl-morph icon dlbcl-morph

DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep learning

dlforgenomics icon dlforgenomics

Review Paper: Deep Learning for Genomics: A Concise Overview

dlpipeline icon dlpipeline

Practical Deep Learning for Genomic Prediction: A Keras based guide to implement deep learning

dltfpt icon dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

dltk icon dltk

Deep Learning Toolkit for Medical Image Analysis

docs icon docs

TensorFlow documentation

doctoc icon doctoc

šŸ“œ Generates table of contents for markdown files inside local git repository. Links are compatible with anchors generated by github or other sites.

dr.-semmelweis-and-the-discovery-of-handwashing- icon dr.-semmelweis-and-the-discovery-of-handwashing-

In 1847 the Hungarian physician Ignaz Semmelweis makes a breakthough discovery: He discovers handwashing. Contaminated hands was a major cause of childbed fever and by enforcing handwashing at his hospital he saved hundreds of lives. In this python project we will reanalyze the medical data Semmelweis collected.

dr.-semmelweis-and-the-discovery-of-handwashing-1 icon dr.-semmelweis-and-the-discovery-of-handwashing-1

In this notebook, we're going to reanalyze the data that made Semmelweis discover the importance of handwashing. Let's start by looking at the data that made Semmelweis realize that something was wrong with the procedures at Vienna General Hospital.

ds-algos-python icon ds-algos-python

Coding solutions to various Data Structures and algorithms using Python

dslp icon dslp

The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process is documented in this repo.

dynamic icon dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

easytorch icon easytorch

EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

ecg icon ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

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