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Emma Rocheteau's Projects

eicu-gnn-lstm icon eicu-gnn-lstm

This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).

mechanical-ventilation-clustering icon 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).

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

posterpaper icon posterpaper

Auto generate an academic poster from a LaTeX academic paper.

tpc-los-prediction icon 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).

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