Alternatives and similar repositories for EventStreamGPT

Users that are interested in EventStreamGPT are comparing it to the libraries listed below

• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆39Updated 3 months ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆39Updated last month
• Medical-Event-Data-Standard / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆35Updated last month
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆44Updated last month
• hoon9405 / GenHPF
  General Healthcare Predictive Framework
  ☆23Updated last month
• Medical-Event-Data-Standard / meds
  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
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆126Updated 2 years ago
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆37Updated 5 months ago
• som-shahlab / ehrshot-benchmark
  A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)
  ☆209Updated 7 months ago
• som-shahlab / hf_ehr
  Training HuggingFace models on EHR data
  ☆38Updated 2 months ago
• Oufattole / meds-torch
  ☆27Updated 7 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆119Updated 2 years ago
• som-shahlab / femr
  FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…
  ☆161Updated last month
• ipolharvard / ethos-paper
  ☆83Updated 10 months ago
• som-shahlab / meds_reader
  A high-performance database and Python reader interface for MEDS datasets
  ☆19Updated 3 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆17Updated 2 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆18Updated 5 months ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆86Updated last year
• zzachw / llemr
  NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records
  ☆56Updated 4 months ago
• layer6ai-labs / DuETT
  Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"
  ☆23Updated 2 years ago
• yy6linda / synthetic-ehr-benchmarking
  ☆31Updated 3 years ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆89Updated last month
• MLD3 / FIDDLE
  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
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 3 years ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆88Updated 3 years ago
• whaleloops / TransformEHR
  ☆46Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆148Updated last year
• VectorInstitute / odyssey
  A toolkit for developing foundation models using Electronic Health Record (EHR) data.
  ☆48Updated 3 weeks ago