harshblue Goto Github PK

acute_kidney_injury_early_warning_system

Artificial Intelligence Assisted Early Warning System for Acute Kidney Injury Driven by Multi-Center ICU Database

ai_clinician

Reinforcement learning for medical decisions

aki-algorithm

An implementation of an NHS approved Acute Kidney Injury assessment algorithm

aki-prediction

Deep Learning Models for AKI Prediction on MIMIC-III and eICU database

aki_bert

aki_eicu

Code for extracting and calculating AKI stage on eICU patients.

bmi500_hw7_aki

identify, cluster AKI patients, then predict

cardiovascular_death_prediction

Files related to an insight data science project focused on predicting death in atherosclerosis patients from the MIMICIII database.

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

covid-19-screening-tool

Developed Chatbot using Natural Language processing for screening of patients to test COVID-19 so that COVID-19 kit problem solves.

deep-learning

Deep Learning Specialization on Coursera

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

docker-nginx-gunicorn-flask-letsencrypt

Boilerplate code for setting up Nginx + Gunicorn + Flask + LetsEncrypt certificates using docker-compose.

eicu-code

Code and website related to the eICU Collaborative Research Database

eicu_akilert

evalml

EvalML is an AutoML library written in python.

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai-v3

Starter app for fastai v3 model deployment on Render

fiddle-experiments

Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139

first_app

First App for Ruby on Rails Tutorial

flask-gunicorn-nginx-docker

Flask application with Gunicorn, Nginx reverse proxy and MongoDB using Docker

hadoop

identifying-aki-during-hospitalization-based-on-serum-creatinine-trends

Implements an algorithm that helps identify episodes of acute kidney injury that develop during hospitalization

ionic-angular-firebase-authentication-starter

Authentication Starter Template using Ionic and Firebase with Angular and @angular/fire

ionic4-firebase-phoneauth

Authentication with phone number, using ionic4 and firebase from the youtube video https://www.youtube.com/watch?v=R906OGFurJg

java

Java code on Mac Air

med-deadend

Code for the Medical Deadend Paper at NeurIPS 2021

mgp-tcn

Sepsis Prediction on MIMIC

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database