Alternatives and similar repositories for awesome-ehr-deeplearning

Users that are interested in awesome-ehr-deeplearning are comparing it to the libraries listed below

• Google-Health / records-research
  ☆225Updated 4 years ago
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆286Updated 4 years ago
• MLforHealth / MIMIC_Extract
  MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
  ☆449Updated last year
• isaacmg / healthcare_ml
  A curated list of ML|NLP resources for healthcare.
  ☆473Updated 2 years ago
• MIT-LCP / eicu-code
  Code and website related to the eICU Collaborative Research Database
  ☆357Updated 8 months ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆147Updated last year
• kexinhuang12345 / clinicalBERT
  ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
  ☆424Updated 2 years ago
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆196Updated 3 years ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆301Updated 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…
  ☆96Updated 2 months ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆185Updated 8 months ago
• mp2893 / retain
  RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
  ☆220Updated 7 years ago
• NYUMedML / DeepEHR
  Chronic Disease Prediction Using Medical Notes
  ☆270Updated 5 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆114Updated 2 years ago
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆70Updated 3 years ago
• NYUMedML / GNN_for_EHR
  Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
  ☆269Updated last year
• mp2893 / doctorai
  Repository for Doctor AI project
  ☆276Updated last year
• deepak-kaji / mimic-lstm
  This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical even…
  ☆77Updated last year
• MIT-LCP / mimic-omop
  Mapping the MIMIC-III database to the OMOP schema
  ☆141Updated last year
• USC-Melady / Benchmarking_DL_MIMICIII
  ☆130Updated 11 months ago
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆87Updated 7 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 6 years ago
• ruoyu-chen / dl4ehr_papers
  Deep Learning for EHR papers
  ☆34Updated 6 years ago
• mp2893 / mime
  MiME Repository
  ☆105Updated 5 years ago
• BarnesLab / Patient2Vec
  Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
  ☆107Updated 6 years ago
• YerevaNN / mimic3-benchmarks
  Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
  ☆852Updated 2 years ago
• MIT-LCP / mimic-website
  Website for the MIMIC Critical Care Database (currently version MIMIC-III)
  ☆122Updated 2 weeks ago
• trangptm / DeepCare
  A Deep Dynamic Memory Model for Predictive Medicine
  ☆69Updated 7 years ago
• EmilyAlsentzer / clinicalBERT
  repository for Publicly Available Clinical BERT Embeddings
  ☆733Updated 5 years ago
• MIT-LCP / mimic-iii-paper
  Repository for the paper describing MIMIC-III
  ☆83Updated 9 years ago