This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).
☆125Feb 26, 2021Updated 5 years ago
Alternatives and similar repositories for eICU-GNN-LSTM
Users that are interested in eICU-GNN-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆85Apr 17, 2025Updated last year
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 3 years ago
- Sepsis Prediction using eICU database☆17Jun 14, 2019Updated 7 years ago
- Code and website related to the eICU Collaborative Research Database☆403Dec 19, 2024Updated last year
- ☆12Apr 3, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆44Jun 5, 2022Updated 4 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Jul 12, 2022Updated 4 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Feb 3, 2021Updated 5 years ago
- 🏥 ICU data with R 🏥☆62Sep 3, 2025Updated 11 months ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆22Apr 29, 2025Updated last year
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Jun 4, 2019Updated 7 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆39Apr 11, 2018Updated 8 years ago
- Graph Convolutional Transformer implemented in pytorch☆14Nov 24, 2020Updated 5 years ago
- MiME Repository☆105Nov 14, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆29Dec 28, 2020Updated 5 years ago
- Fever prediction model using high-frequency real-time sensor data☆14Sep 15, 2020Updated 5 years ago
- ☆39Feb 14, 2020Updated 6 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Aug 21, 2019Updated 7 years ago
- Predicting In-hospital Mortality of Patients in the Pediatric ICU☆16Feb 7, 2026Updated 6 months ago
- Installing MIMIC-IV in a local Postgres database☆49Jun 28, 2021Updated 5 years ago
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12May 23, 2021Updated 5 years ago
- ☆18May 5, 2026Updated 3 months ago
- This repository contains the R code used analyse the eICU and MIMIC-III databases for the Sarkar et al paper "Performance of intensive ca…☆10Nov 27, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆47Jun 4, 2026Updated 2 months ago
- Repo for Oxygenation project proposed by KC at Datathon☆29Oct 8, 2019Updated 6 years ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆106Jun 8, 2026Updated 2 months ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆27Dec 9, 2018Updated 7 years ago
- CS234 Sepsis Simulator For RL☆18Dec 8, 2022Updated 3 years ago
- Replication of the arterial line study in MIMIC-IV☆76Oct 19, 2021Updated 4 years ago
- VentAI source code☆32Jan 23, 2024Updated 2 years ago
- [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records☆22Sep 22, 2024Updated last year
- [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…☆15Dec 8, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆43Aug 20, 2026Updated last week
- Repository for the paper describing MIMIC-III☆82May 24, 2016Updated 10 years ago
- ☆13Mar 23, 2022Updated 4 years ago
- Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"☆278Sep 13, 2024Updated last year
- Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)☆20Dec 1, 2022Updated 3 years ago
- Materials for the BIDMC datathon (Sat 29 Feb 2020)☆13Jun 17, 2024Updated 2 years ago
- ☆47Nov 17, 2021Updated 4 years ago