Jeffreylin0925 / MIMIC-III_ICU_Readmission_AnalysisLinks
This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'
☆31Updated 7 years ago
Alternatives and similar repositories for MIMIC-III_ICU_Readmission_Analysis
Users that are interested in MIMIC-III_ICU_Readmission_Analysis are comparing it to the libraries listed below
Sorting:
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆77Updated last year
- Real time mortality prediction in the MIMIC-III database☆53Updated 7 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
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆27Updated 4 years ago
- ☆40Updated 3 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- The source code of "Early Hospital Mortality Prediction using Vital Signals"☆34Updated 5 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 7 years ago
- ☆30Updated 7 years ago
- Repository for the paper describing MIMIC-III☆81Updated 9 years ago
- source codes based on PyTorch to analyze EHR☆142Updated last year
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆95Updated 3 weeks ago
- Installing MIMIC-IV in a local Postgres database☆41Updated 4 years ago
- PIC (Pediatric Intensive Care) database☆43Updated 2 years ago
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆28Updated 4 years ago
- Python package for machine learning for healthcare using a OMOP common data model☆110Updated 2 years ago
- Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KD…☆11Updated 7 years ago
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 7 years ago
- ☆33Updated 6 years ago
- A Python library to load and analyze the MIMIC III Critical Care Database☆28Updated 2 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 7 years ago
- MiME Repository☆105Updated 5 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- Mapping the MIMIC-III database to the OMOP schema☆137Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆25Updated 3 years ago
- ☆38Updated last year
- Predicting Unplanned Hospital Readmission Using Natural Language Processing of MIMICIII Discharge Notes☆12Updated 6 years ago
- Introduction to MIMIC-III, the Critical Care Database☆86Updated 8 years ago