Emma Rocheteau's repositories
eICU-GNN-LSTM
This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).
TPC-LoS-prediction
This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).
posterpaper
Auto generate an academic poster from a LaTeX academic paper.
MIMIC-IV-Postgres
Installing MIMIC-IV in a local Postgres database
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.
money-badger
Hack City
DataAspirant_codes
Complete machine learning model codes
datathon
eICU_chloride_prediction
Mechanical-Ventilation-Clustering
This repository contains the code used for Dynamic Outcomes-Based Clustering of Disease Trajectory in Mechanically Ventilated Patients (https://openreview.net/pdf?id=S7FEB6rwc5R).
markdown-content
Markdown content for the www.aerobatic.io website