Emma Rocheteau's starred repositories
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
AmsterdamUMCdb
AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
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).
One-Stop-for-COVID-19-Infection-and-Lung-Segmentation-plus-Classification
✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation
MIMIC-IV-Postgres
Installing MIMIC-IV in a local Postgres database
Transfer_learning_melanoma
This project was developed for malignant melanoma diagnosis from photographs by comparing pre-trained transfer learning models and architectures and a simple Convolutional Neural Network. Submitted and accepted to the Machine Learning for Mobile Health Workshop at NeurIPS 2020, Vancouver, Canada.