EmmaRocheteau / eICU-GNN-LSTMView external linksLinks
This repository contains the code used for Predicting Patient Outcomes with Graph Representation Learning (https://arxiv.org/abs/2101.03940).
☆124Feb 26, 2021Updated 4 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
Sorting:
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆83Apr 17, 2025Updated 9 months ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Mar 3, 2023Updated 2 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆59Jul 13, 2023Updated 2 years ago
- Deep Learning Models for AKI Prediction on MIMIC-III and eICU database☆11Nov 7, 2019Updated 6 years ago
- Sepsis Prediction using eICU database☆17Jun 14, 2019Updated 6 years ago
- circEWS public code☆76Oct 30, 2024Updated last year
- Study to test if Volume leak index (VLI) is a marker of severity of illness in sepsis.☆14Sep 29, 2022Updated 3 years ago
- Code and website related to the eICU Collaborative Research Database☆379Dec 19, 2024Updated last year
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆22Apr 29, 2025Updated 9 months ago
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆38Feb 6, 2024Updated 2 years ago
- Materials about the textbook "Deep learning for healthcare - practitioner’s guide"☆13May 16, 2025Updated 9 months ago
- Predicting In-hospital Mortality of Patients in the Pediatric ICU☆16Feb 7, 2026Updated last week
- ☆24Sep 25, 2020Updated 5 years ago
- ☆12Apr 3, 2022Updated 3 years ago
- 🏥 ICU data with R 🏥☆55Sep 3, 2025Updated 5 months ago
- The official implementation of TContext-GGAN☆14Apr 1, 2022Updated 3 years ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆197Jan 11, 2026Updated last month
- 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
- ☆39Feb 14, 2020Updated 6 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆39Apr 11, 2018Updated 7 years ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆23Sep 24, 2024Updated last year
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆98Nov 5, 2025Updated 3 months ago
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Jun 4, 2019Updated 6 years ago
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12May 23, 2021Updated 4 years ago
- Parallel Quantum Annealing☆10Jan 7, 2023Updated 3 years ago
- Official Code Repository for the paper "Graph Ordering Attention Networks"☆23Dec 18, 2023Updated 2 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Aug 21, 2019Updated 6 years ago
- ☆131Sep 27, 2024Updated last year
- This repository contains dataset for paper FedNLP: An interpretable NLP System to Decode Federal Reserve Communications, published in SIG…☆15Feb 7, 2024Updated 2 years ago
- ☆12Mar 23, 2022Updated 3 years 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
- Repo for Oxygenation project proposed by KC at Datathon☆28Oct 8, 2019Updated 6 years ago
- CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering☆23Feb 26, 2021Updated 4 years ago
- Replication of the arterial line study in MIMIC-IV☆75Oct 19, 2021Updated 4 years ago
- Installing MIMIC-IV in a local Postgres database☆46Jun 28, 2021Updated 4 years ago
- VentAI source code☆30Jan 23, 2024Updated 2 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆26Dec 9, 2018Updated 7 years ago
- ☆30Apr 26, 2025Updated 9 months ago
- Introduction to Data Science with Simulated Electronic Medical Record Data☆13Nov 14, 2022Updated 3 years ago