li-lab-mcgill / mixehrLinks
☆15Updated 5 years ago
Alternatives and similar repositories for mixehr
Users that are interested in mixehr are comparing it to the libraries listed below
Sorting:
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 years ago
- ☆40Updated 3 years ago
- source codes based on PyTorch to analyze EHR☆147Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 3 years ago
- circEWS public code☆74Updated last year
- Patient Code & Text Representation Learning☆19Updated 2 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated last year
- Repository for the HiRID ICU Benchmark (HiB) project☆58Updated 2 years ago
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Updated 6 years ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆192Updated this week
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 5 years ago
- Python package for machine learning for healthcare using a OMOP common data model☆111Updated 2 years ago
- Real time mortality prediction in the MIMIC-III database☆54Updated 7 years ago
- PIC (Pediatric Intensive Care) database☆46Updated 3 years ago
- MiME Repository☆105Updated 6 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆119Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 3 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 8 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆98Updated 6 months ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆23Updated last year
- Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU☆17Updated 4 years ago
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆19Updated 5 years ago
- 🏥 ICU data with R 🏥☆54Updated 4 months ago
- ☆41Updated last year
- Sepsis Prediction on MIMIC☆71Updated 4 years ago
- ☆107Updated 4 years ago
- ☆12Updated 3 years ago
- ☆228Updated 4 years ago
- ☆131Updated last year
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆28Updated 4 years ago