mmcdermott / comprehensive_MTL_EHR
Source code for a comprehensive analysis of MTL over EHR timeseries data.
☆37Updated 2 years ago
Alternatives and similar repositories for comprehensive_MTL_EHR:
Users that are interested in comprehensive_MTL_EHR are comparing it to the libraries listed below
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆77Updated last week
- ☆38Updated 2 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆53Updated last year
- Patient Code & Text Representation Learning☆20Updated last year
- circEWS public code☆68Updated 5 months ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- ☆24Updated 5 years ago
- ☆127Updated 7 months ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆92Updated 10 months ago
- Sepsis Prediction on MIMIC☆71Updated 3 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆59Updated last year
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- Python code parsing data from PhysioNet Challenge 2012☆21Updated 6 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 7 years ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- python code for BRLTM model☆13Updated 4 years ago
- ☆32Updated last year
- Taking off-the-shelf HuggingFace models and training them on EHR data☆23Updated last month
- Time-Aware Transformer-based Network for Clinical Notes Series Prediction☆23Updated last year
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆32Updated last week
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 5 years ago
- Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies☆26Updated 3 years ago
- ☆12Updated 3 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆17Updated last month
- ☆22Updated 3 years ago
- This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…☆76Updated last year
- ☆22Updated 2 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆17Updated last year