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ai-projects-for-healthcare

This repository is included artificial intelligence, machine learning, data science, computer vision projects related to healthcare.

ai_medical

autoencoder

Example of using AutoEncoders

bigquery2azure

Code Version 1 to create bigquery to azure data transfer service

brain-mri-style-transfer-with-gan

A capstone project dedicated to leveraging Style GAN (Generative Adversarial Network) to generate Brain MRI images of different contrasts

cnn_starters

Simple codes for CNN model using tensorflow on Cifar and MNIST Dataset

coronaseir

Simple SEIR model Python script for the COVID-19 pandemic with real world data comparison.

diabetic-retinopathy-with-cnn

healthcareai-py

Python tools for healthcare machine learning

icebreaker

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

live-sketch-using-webcam

Work using opencv library

lunganalayis-tumorfinder

Program designed to look at X-ray images of Lungs, to analyse and identify tumors. Developed in Matlab, uses custom filter and threshold finding

medical_practice

monte_carlo_simulation

monte_carlo_simulation_example

A simple example of Monte_Carlo_Simulation

mritopng

A simple python module to make it easy to batch convert DICOM files to PNG images.

nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks

opencv-projects

pcgr

Personal Cancer Genome Reporter (PCGR)

pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

personalised-health-monitoring-using-predictive-analytics

pytrial

PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development

sigprofilersimulator

SigProfilerSimulator allows realistic simulations of mutational patterns and mutational signatures in cancer genomes. The tool can be used to simulate signatures of single point mutations, double point mutations, and insertion/deletions. Further, the tool makes use of SigProfilerMatrixGenerator and SigProfilerPlotting.

smart-precision-cancer-medicine

SMART Genomics: Precision Cancer Medicine

smile_detection

Smile Detector using haarcascades and OpenCV in python

table-parser-opencv

Extract tables from images or PDFs and convert them to Excel files

tensorboard

TensorFlow's Visualization Toolkit

tictactoemetagpt

This was made with the help of metagpt

tone-analyzer-nodejs

Sample Node.js Application for the IBM Tone Analyzer Service