li-lab-mcgill / mixehrLinks
☆16Updated 4 years ago
Alternatives and similar repositories for mixehr
Users that are interested in mixehr are comparing it to the libraries listed below
Sorting:
- ☆41Updated 3 years ago
- source codes based on PyTorch to analyze EHR☆145Updated last year
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 6 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
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆185Updated 7 months ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- Real time mortality prediction in the MIMIC-III database☆53Updated 7 years ago
- circEWS public code☆70Updated 9 months ago
- Python package for machine learning for healthcare using a OMOP common data model☆110Updated 2 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆58Updated 2 years ago
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 4 years ago
- Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU☆16Updated 4 years ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆25Updated 3 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆28Updated 2 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆112Updated 2 years ago
- PIC (Pediatric Intensive Care) database☆43Updated 2 years ago
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆19Updated 5 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆96Updated 2 months ago
- Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code☆284Updated 4 years ago
- MiME Repository☆105Updated 5 years ago
- Sepsis Prediction on MIMIC☆71Updated 3 years ago
- ☆17Updated last year
- Evaluation of the Sepsis-3 guidelines in MIMIC-III☆196Updated 3 years ago
- 🏥 ICU data with R 🏥☆43Updated 4 months ago
- Public code from paper: 'Towards a decision support tool for intensive care discharge: machine learning algorithm development using elect…☆10Updated 6 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission' published in PLoS ONE July☆25Updated 6 years ago
- Resources for the Society of Critical Care Medicine (SCCM) Datathon☆23Updated 11 months ago
- ☆129Updated 11 months ago
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆27Updated 4 years ago