Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Last update: Dec 26, 2022

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Overview

Context-Aware-Healthcare

Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Download the MIMIC-III and MIMIC-IV datasets

Go to https://mimic.physionet.org/ for access. Once you have the authority for the dataset, download the dataset and extract the csv files to data/mimic3/raw/ and data/mimic4/raw/ in this project.

Preprocess

python run_preprocess.py

Train model

python train.py

Configuration

Please see train.py for detailed configurations.

Owner

LuChang

GitHub Repository

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Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Related tags

Overview

Context-Aware-Healthcare

Download the MIMIC-III and MIMIC-IV datasets

Preprocess

Train model

Configuration

Owner

LuChang

learned_optimization: Training and evaluating learned optimizers in JAX

Implementation of "DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing".

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Extract MNIST handwritten digits dataset binary file into bmp images

Region-aware Contrastive Learning for Semantic Segmentation, ICCV 2021

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