mit-caml / event-cui-transfer
Corresponding code for experiments described in "Predicting Clinical Outcomes Across Changing Electronic Health Records." Presented at KDD 2017.
☆11Updated 7 years ago
Alternatives and similar repositories for event-cui-transfer:
Users that are interested in event-cui-transfer are comparing it to the libraries listed below
- Readmission Prediction via Deep Contextual Embedding of Clinical Concepts☆18Updated 7 years ago
- ☆30Updated 7 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- ☆39Updated 3 years ago
- ☆16Updated 4 years ago
- Real time mortality prediction in the MIMIC-III database☆53Updated 6 years ago
- Source code for Medical Concept Embedding with Time-Aware Embedding☆22Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- ☆33Updated 6 years ago
- This is the source code for the paper 'Analysis and Prediction of Unplanned Intensive Care Unit Readmission'☆31Updated 6 years ago
- A Deep Dynamic Memory Model for Predictive Medicine☆70Updated 6 years ago
- PIC (Pediatric Intensive Care) database☆42Updated 2 years ago
- Mapping the MIMIC-III database to the OMOP schema☆132Updated last year
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 7 years ago
- MiME Repository☆105Updated 5 years ago
- Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches☆21Updated 6 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆76Updated 11 months ago
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆27Updated 3 years ago
- This repository contains data and code for the paper"Comparing deep learning and concept extraction based methods for patient phenotyping…☆21Updated 6 years ago
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆14Updated 2 years ago
- ☆37Updated 11 months ago
- A torch package for learning diagnosis models from temporal patient data.☆114Updated 7 years ago
- Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…☆29Updated 7 years ago
- Predicting 30-day ICU readmissions from the MIMIC-III database☆85Updated 7 years ago
- The Unsupervised Phenome Model (UPhenome) for learning phenotypes on heterogeneous EHR data☆16Updated 9 years ago
- Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record☆107Updated 6 years ago
- AMIA submission examining note-derived vector representations☆10Updated 2 years ago
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆28Updated 4 years ago