Alternatives and similar repositories for workshops:

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

• cmsalgado / book_chapter
  Machine learning for patient stratification and classification
  ☆11Updated 2 years ago
• ZhiGroup / pytorch_ehr
  source codes based on PyTorch to analyze EHR
  ☆134Updated last year
• YaronBlinder / MIMIC-III_readmission
  Predicting 30-day ICU readmissions from the MIMIC-III database
  ☆84Updated 7 years ago
• 3778 / icd-prediction-mimic
  Predicting ICD Codes from Clinical Notes
  ☆57Updated 4 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…
  ☆43Updated last year
• MIT-LCP / mimic-iv
  Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
  ☆276Updated 3 years ago
• MIT-LCP / mimic-iii-paper
  Repository for the paper describing MIMIC-III
  ☆77Updated 8 years ago
• 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 10 months ago
• MLforHealth / MIMIC_Extract
  MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
  ☆434Updated 7 months ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆109Updated last year
• lsy3 / clinical-notes-diagnosis-dl-nlp
  ☆69Updated 3 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…
  ☆92Updated 9 months ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆107Updated last year
• OHNLP / MedTagger
  MedTagger is a light weight clinical NLP system built upon Apache UIMA.
  ☆64Updated 3 months ago
• sedab / EarlySepsisPrediction
  Early Prediction of Sepsis from Clinical Time Series Data
  ☆34Updated 5 years ago
• udacity / nd320-c3-3d-med-imaging
  ☆48Updated 2 years ago
• EpistasisLab / ClinicalDataSources
  Open or Easy Access Clinical Data Sources for Biomedical Research
  ☆171Updated 8 years ago
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆169Updated last month
• i6092467 / pediatric-appendicitis-ml
  Using ML to predict the diagnosis, management, and severity of pediatric appendicitis
  ☆10Updated 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
• alistairewj / sepsis3-mimic
  Evaluation of the Sepsis-3 guidelines in MIMIC-III
  ☆192Updated 2 years ago
• andrewwlong / odsc_workshop
  Clinical NLP workshop for ODSC
  ☆39Updated 5 years ago
• cbmi-uthsc / sepsisPrediction
  ☆32Updated 3 years ago
• ishgirwan / udacity_ai_for_healthcare
  ☆14Updated 4 years ago
• healthylaife / MIMIC-IV-Data-Pipeline
  A customizable pipeline for data extraction from MIMIC-IV.
  ☆207Updated last year
• CogStack / CogStack-SemEHR
  Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment and Clinical Research
  ☆89Updated 2 years ago
• MIT-LCP / sccm-datathon
  Resources for the Society of Critical Care Medicine (SCCM) Datathon
  ☆23Updated 5 months ago
• ZhiGroup / Med-BERT
  Med-BERT, contextualized embedding model for structured EHR data
  ☆278Updated last year
• jgpavez / MedicalDiagnosis
  Automatic Medical Diagnosis using NLP.
  ☆34Updated 8 years ago
• chvlyl / ML_in_Biomed
  Machine Learning in Healthcare and Biomedical Applications
  ☆40Updated 7 years ago