beaunorgeot / MI-CLAIMLinks
A community repository for MI_CLAIM (Minimum Information for CLinical AI Modeling) reporting standards
☆23Updated 5 years ago
Alternatives and similar repositories for MI-CLAIM
Users that are interested in MI-CLAIM are comparing it to the libraries listed below
Sorting:
- Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records☆24Updated 5 years ago
- Python package for machine learning for healthcare using a OMOP common data model☆111Updated 2 years ago
- Consolidate all problem sets into one repo☆16Updated 10 months ago
- Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare☆20Updated 4 years ago
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Updated last year
- Resources for Machine Learning Explainability☆87Updated last year
- ☆39Updated 6 years ago
- ☆37Updated 4 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆99Updated 7 months ago
- APLUS ML = A Python Library for Usefulness Simulations of Machine Learning models☆25Updated 3 months ago
- A toolkit for evaluating and monitoring AI models in clinical settings☆87Updated last week
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 5 years ago
- ☆40Updated 3 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆49Updated 2 years ago
- Clinical Natural Language Processing using spaCy, scispacy, and medspacy☆100Updated last year
- ☆28Updated 4 years ago
- ☆29Updated 4 years ago
- HDR UK Gateway Datasets☆31Updated 7 months ago
- The new PhysioNet platform.☆74Updated this week
- Healthcare-specific tools for bias analysis☆39Updated 3 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 3 years ago
- Clinical NLP workshop for ODSC☆40Updated 6 years ago
- An R package for evaluating phenotype algorithms.☆21Updated 2 months ago
- Weak supervision methods for extracting real world evidence from EHRs☆34Updated 5 years ago
- ☆29Updated 10 months ago
- ☆58Updated 4 years ago
- Quick script to parse out medications from discharge summaries in MIMIC format. Not that this approach uses minimal NLP, and can be vatly…☆29Updated 8 years ago
- A python package for removing duplicate text in clinical notes or other documents☆39Updated 5 years ago
- Perform inference on algorithm-agnostic variable importance in Python☆21Updated 3 years ago
- Code for doing machine learning with various EHRs☆22Updated 2 years ago