Alternatives and similar repositories for MIMICIV_FMs_public

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

• mmcdermott / MEDS_Tabular_AutoML
  Limited automatic tabular ML pipelines for generic MEDS datasets.
  ☆17Updated last month
• Medical-Event-Data-Standard / MEDS-DEV
  The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health
  ☆26Updated last month
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆33Updated last week
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆25Updated 3 years ago
• soda-inria / causal_ehr_mimic
  Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how
  ☆19Updated last year
• whaleloops / TransformEHR
  ☆41Updated last year
• AI4HealthUOL / MDS-ED
  Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.
  ☆19Updated 2 months ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆72Updated this week
• som-shahlab / hf_ehr
  Training HuggingFace models on EHR data
  ☆27Updated 2 weeks ago
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆117Updated last year
• mmcdermott / EventStreamGPT
  Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…
  ☆113Updated 2 weeks ago
• ratschlab / circEWS
  circEWS public code
  ☆69Updated 8 months ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆57Updated 2 years ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆83Updated 2 years ago
• Oufattole / meds-torch
  ☆22Updated last month
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆34Updated 2 years ago
• cumc-dbmi / cehrbert
  CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
  ☆38Updated last month
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆33Updated last month
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• ipolharvard / ethos-paper
  ☆72Updated 4 months ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆142Updated last year
• 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
  ☆66Updated 2 months ago
• som-shahlab / meds_reader
  A high-performance database and Python reader interface for MEDS datasets
  ☆19Updated 2 weeks ago
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆20Updated 2 years ago
• yhzhu99 / llm4healthcare
  Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
  ☆24Updated last year
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆241Updated last year
• eth-mds / ricu
  🏥 ICU data with R 🏥
  ☆43Updated 3 months ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆80Updated 10 months ago
• alistairewj / mimic-iv-aline-study
  Replication of the arterial line study in MIMIC-IV
  ☆73Updated 3 years ago
• kaggarwal / ClinicalNotesICU
  ☆25Updated 5 years ago