beaunorgeot / MI-CLAIM

Related projects: ⓘ

• HPIMS / phe2vec
  Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records
  ☆24Updated 3 years ago
• MIT-LCP / bloatectomy
  A python package for removing duplicate text in clinical notes or other documents
  ☆33Updated 4 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆103Updated last year
• ericwu09 / medical-ai-evaluation
  ☆34Updated 3 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…
  ☆36Updated 8 months ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆83Updated 3 months ago
• asappresearch / clip
  ☆27Updated 3 years ago
• OHDSI / MIMIC
  MIMIC (Medical Information Mart for Intensive Care) is a large, single-center database comprising information relating to patients admitt…
  ☆66Updated last year
• mlhcmit / psets
  Consolidate all problem sets into one repo
  ☆16Updated 2 years ago
• Medical-Event-Data-Standard / meds
  Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data
  ☆35Updated 2 weeks ago
• som-shahlab / ehr_ml
  Code for doing machine learning with various EHRs
  ☆21Updated last year
• justin13601 / ACES
  ACES: Automatic Cohort Extraction System for Event-Streams
  ☆21Updated 2 weeks ago
• mghassem / medicationCategories
  Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…
  ☆26Updated 6 years ago
• KenSciResearch / fairMLHealth
  Healthcare-specific tools for bias analysis
  ☆32Updated last year
• som-shahlab / aplusml
  APLUS ML = A Python Library for Usefulness Simulations of Machine Learning models
  ☆18Updated last month
• epierson9 / pain-disparities
  ☆28Updated 2 years ago
• som-shahlab / ehr-rwe
  Weak supervision methods for extracting real world evidence from EHRs
  ☆32Updated 4 years ago
• vanderschaarlab / synthetic-data-lab
  A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …
  ☆12Updated 2 weeks ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆67Updated 2 weeks ago
• landiisotta / convae_architecture
  ☆38Updated 2 years ago
• MIT-LCP / critical-data-book
  Code repository for the critical data book
  ☆73Updated 4 years ago
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆21Updated 3 weeks ago
• Emory-HITI / AI-Vengers
  ☆59Updated 2 years ago
• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated last year
• MIT-LCP / physionet-build
  The new PhysioNet platform.
  ☆55Updated this week
• ahmedmalaa / AutoPrognosis
  Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
  ☆56Updated 3 years ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆15Updated 2 weeks ago
• drivendataorg / snomed-ct-entity-linking
  Winners of the SNOMED CT Entity Linking Challenge
  ☆24Updated 5 months ago
• hibaahsan / MIMIC-SBDH
  Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs
  ☆13Updated 2 years ago
• mlhcmit / edx-materials
  Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare
  ☆20Updated 3 years ago