cumc-dbmi / cehrbertLinks
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
☆44Updated last month
Alternatives and similar repositories for cehrbert
Users that are interested in cehrbert are comparing it to the libraries listed below
Sorting:
- Training HuggingFace models on EHR data☆38Updated 2 months ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆96Updated 2 months ago
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆70Updated 6 months ago
- ☆46Updated 2 years ago
- Code for BEHRT: Transformer for Electronic Health Records☆119Updated 2 years ago
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆35Updated last month
- source codes based on PyTorch to analyze EHR☆148Updated last year
- A simple set of MEDS polars-based ETL and transformation functions☆39Updated last month
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆39Updated 3 months ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆161Updated last month
- ☆83Updated 10 months ago
- A collection of ETLs from common data formats to Medical Event Data Standard☆37Updated 5 months ago
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆116Updated 6 months ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆99Updated 6 months ago
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆88Updated 3 years ago
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆209Updated 7 months ago
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆140Updated 4 months ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆89Updated last month
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆36Updated 3 years ago
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆121Updated 2 years ago
- ☆31Updated 3 years ago
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 5 years ago
- Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.☆17Updated 2 years ago
- Patient Code & Text Representation Learning☆19Updated 2 years ago
- PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development☆117Updated 2 years ago
- ☆18Updated 3 weeks ago
- ☆41Updated last year
- TemporAI: ML-centric Toolkit for Medical Time Series☆126Updated 2 years ago
- A toolkit for developing foundation models using Electronic Health Record (EHR) data.☆48Updated 3 weeks ago
- ☆40Updated 3 years ago