Alternatives and similar repositories for awesome-multimodal-healthcare:

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

• paulhager / MIMIC-Clinical-Decision-Making-Dataset
  Code repository to create the MIMIC-CDM Dataset.
  ☆25Updated 3 weeks ago
• lrsoenksen / HAIM
  This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…
  ☆111Updated last year
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆132Updated last year
• ratschlab / circEWS
  circEWS public code
  ☆65Updated 3 months ago
• CogStack / Foresight
  Deep Generative Modelling of Patient Timelines using Electronic Health Records
  ☆55Updated last year
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆52Updated last year
• weimin17 / Multimodal_Transformer
  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
  ☆29Updated 2 years ago
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆13Updated last year
• cbmi-uthsc / sepsisPrediction
  ☆32Updated 3 years ago
• ipolharvard / ethos-paper
  ☆47Updated 2 months ago
• paulhager / MIMIC-Clinical-Decision-Making-Framework
  Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
  ☆27Updated 3 weeks ago
• MadhumitaSushil / OncLLMExtraction
  Expert-Curated Oncology Reports to Advance Language Model Inference
  ☆27Updated 9 months ago
• whaleloops / TransformEHR
  ☆31Updated last year
• kaggarwal / ClinicalNotesICU
  ☆24Updated 5 years ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆58Updated last week
• nliulab / mimic4ed-benchmark
  Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
  ☆73Updated 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…
  ☆41Updated last year
• USM-CHU-FGuyon / BlendedICU
  OMOP standardization pipeline for ICU databases
  ☆36Updated 6 months ago
• hsd1503 / PIC_mortality
  Predicting In-hospital Mortality of Patients in the Pediatric ICU
  ☆14Updated last year
• paulhager / MIMIC-Clinical-Decision-Making-Analysis
  Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.
  ☆15Updated 3 weeks ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆108Updated last year
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆91Updated 7 months ago
• tedinburgh / sepsis3-amsterdamumcdb
  Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub
  ☆10Updated 8 months ago
• BrunakSanderLabs / CancerRiskNet
  ☆57Updated 9 months ago
• ZhangqiJiang07 / MultimodalSurvivalPrediction
  Pancancer survival prediction using a deep learning architecture with multimodal representation and integration
  ☆10Updated 11 months ago
• Wang-Yuanlong / MultimodalPred
  ☆12Updated last year
• nrodemund / sicdb
  ☆16Updated 9 months ago
• ChantalMP / Unsupervised_pre-training_of_graph_transformers_on_patient_population_graphs
  Official github repository for the paper "Unsupervised pre-training of graph transformers on patient population graphs"
  ☆12Updated last year
• yy6linda / synthetic-ehr-benchmarking
  ☆29Updated 2 years ago
• Yuqi92 / deep-patient-representation-mimiciii-multitask
  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
  ☆32Updated 5 years ago