🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

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

predicting the morality of acute myocardial infarction. 基于机器学习的急性心肌梗死死亡风险预测

Python ICU (ICU - International Components for Unicode) examples

Predicting future hospital mortality using only the first 6 hours of admission to the ICU

NodeJS ICU Word Segmenter

Acid-base, blood gases status calculations. Superseded by Heval

The main idea from application is plotting multiple (channels of) signals and give the user to manipulate the channels, compare between it and show spectrogram for one of the plotted signals.

Relieve ICU staff through a Wifi babyphone network that transmits identifiable monitoring alarms to multiple displays, dedicated smartphones, DECTs, or any computer.

This is the repo for the course project of IND ENG 174 (2024 Fall @ UC Berkeley)

Python implementation of the Unicode Message Format 2.0 specification

Deep Interpretable Mortality Model for ICU Risk Prediction

A library to normalize Unicode emoji sequencies

An experiment to test the capabilities of an LLM to assist ICU teams