Alternatives and similar repositories for MDS-ED

Users that are interested in MDS-ED are comparing it to the libraries listed below

• som-shahlab / hf_ehr
  Training HuggingFace models on EHR data
  ☆28Updated last month
• XZhang97666 / MultimodalMIMIC
  ☆35Updated 2 years ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆128Updated 2 years ago
• yzhHoward / SMART
  Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
  ☆15Updated 5 months ago
• whaleloops / TransformEHR
  ☆42Updated last year
• kingrc15 / multimodal-clinical-pretraining
  This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023
  ☆18Updated 7 months ago
• ipolharvard / ethos-paper
  ☆74Updated 5 months ago
• Jwoo5 / ecg-qa
  Official repository for distributing ECG-QA dataset
  ☆81Updated 3 months ago
• wbw520 / DiReCT
  DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)
  ☆21Updated 5 months ago
• dkimlab / MCMED
  ☆36Updated 3 months ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆74Updated this week
• hoon9405 / UniHPF
  UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge
  ☆13Updated last year
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆34Updated 3 years ago
• yhzhu99 / pyehr
  COVID-19 EHR data analysis pipeline
  ☆21Updated 8 months ago
• yhzhu99 / llm4healthcare
  Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
  ☆25Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆70Updated 9 months ago
• AITRICS / Medical_Tri_Modal_Pilot
  Medical multi-modal learning with missing modality data (MLHC 2023)
  ☆13Updated 2 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
• Jwoo5 / integrated-ehr-pipeline
  ☆14Updated last year
• ritaranx / RAM-EHR
  [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.
  ☆38Updated 11 months ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• ycq091044 / ManyDG
  ICLR 2023 paper - ManyDG - Dataset processing and mode codes
  ☆24Updated last year
• Jwoo5 / fairseq-signals
  A collection of deep learning models for ECG data processing based on fairseq framework
  ☆127Updated last month
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆58Updated 2 years ago
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆41Updated 6 months ago
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆119Updated last year
• Wang-Yuanlong / MultimodalPred
  ☆18Updated last year
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆16Updated last year
• ji-youn-kim / EHRNoteQA
  [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"
  ☆33Updated 7 months ago
• justin13601 / ACES
  [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams
  ☆35Updated 2 months ago