Alternatives and similar repositories for awesome-multimodal-healthcare

Users that are interested in awesome-multimodal-healthcare are comparing it to the libraries listed below

• whaleloops / TransformEHR
  ☆34Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆136Updated last year
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆119Updated last year
• ipolharvard / ethos-paper
  ☆67Updated 2 months ago
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆31Updated 2 years ago
• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆31Updated 3 months ago
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• AI4HealthUOL / MDS-ED
  Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.
  ☆18Updated 2 weeks ago
• CogStack / Foresight
  Deep Generative Modelling of Patient Timelines using Electronic Health Records
  ☆62Updated last year
• som-shahlab / motor_tutorial
  Tutorial repository for the official MOTOR release
  ☆10Updated 2 months ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆54Updated last year
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆16Updated last year
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆37Updated 3 months ago
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆84Updated 2 years ago
• ratschlab / circEWS
  circEWS public code
  ☆68Updated 6 months ago
• cbmi-uthsc / sepsisPrediction
  ☆33Updated 3 years ago
• som-shahlab / hf_ehr
  Taking off-the-shelf HuggingFace models and training them on EHR data
  ☆24Updated 2 months ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆68Updated this week
• ecg-net / PreOpNet
  PreOpNet is an ECG-waveform based architecture for prediction of post-operative mortality and MACE
  ☆3Updated 3 months ago
• XZhang97666 / MultimodalMIMIC
  ☆33Updated last year
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆41Updated 2 months ago
• Wang-Yuanlong / MultimodalPred
  ☆15Updated last year
• nyuolab / NYUTron
  public code repository for paper "Health system scale language models are general purpose clinical prediction engines"
  ☆112Updated last year
• baeseongsu / awesome-machine-learning-for-healthcare
  A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively ma…
  ☆28Updated last month
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆93Updated 11 months ago
• kingrc15 / multimodal-clinical-pretraining
  This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023
  ☆17Updated 4 months ago
• zeineb-bouzid / sharing-github-nature-medicine
  ☆25Updated 2 years ago
• AIM-Harvard / SDoH
  Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…
  ☆45Updated last year
• jacobdeasy / flexible-ehr
  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
  ☆19Updated 4 years ago