Popular GitHub Repositories for Icu

Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.

VitalWatch is a cutting-edge ICU Surveillance Event Detection System designed to elevate patient monitoring within hospital intensive care units. Leveraging YOLO for real-time object detection and a Human-in-the-Loop (HITL) system for continuous improvement, this project ensures accurate, adaptive, and comprehensive surveillance.

Repository for the Paper: ?On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“

This repository contains the official code for the paper "Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling" (Nature Communications), which presents a deep learning framework for real-time patient acuity prediction using EHR data.

This is the capstone project for the Udacity Machine Learning Engineer with Microsoft Azure. In this project we analize the Mexican Government's data for the COVID-19 pandemic from January of 2020 up until the 10th of May of 2021. From this data we intend to get a predictive model to analyze if a patient will enter an Intensive Care Unit (ICU) or not, based on their COVID-19 lab test result, age, gender and comorbidities.

Fairness-aware ICU mortality prediction using MIMIC-III data and Group-Aware SMOTE