beaunorgeot / MI-CLAIM
A community repository for MI_CLAIM (Minimum Information for CLinical AI Modeling) reporting standards
☆23Updated 4 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 4 years ago
- Consolidate all problem sets into one repo☆16Updated 2 months ago
- Python package for machine learning for healthcare using a OMOP common data model☆108Updated last year
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- ☆29Updated 3 years ago
- Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare☆20Updated 3 years ago
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆93Updated 11 months 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 7 years ago
- The new PhysioNet platform.☆61Updated last week
- ☆12Updated this week
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆14Updated 2 years ago
- Healthcare-specific tools for bias analysis☆36Updated 2 years ago
- ☆37Updated 4 years ago
- ☆40Updated 3 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- MIMIC (Medical Information Mart for Intensive Care) is a large, single-center database comprising information relating to patients admitt…☆76Updated last week
- A python package for removing duplicate text in clinical notes or other documents☆36Updated 4 years ago
- Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database☆38Updated 7 years ago
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆132Updated 2 years ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆59Updated this week
- Code for doing machine learning with various EHRs☆21Updated 2 years ago
- Installing MIMIC-IV in a local Postgres database☆41Updated 3 years ago
- Code repository for the critical data book☆75Updated 5 years ago
- APLUS ML = A Python Library for Usefulness Simulations of Machine Learning models☆21Updated last week
- Weak supervision methods for extracting real world evidence from EHRs☆33Updated 5 years ago
- Tools for working with icd codes and comorbidities☆27Updated 4 years ago
- ☆38Updated 5 years ago
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Updated 8 months ago
- Resources for Machine Learning Explainability☆78Updated 8 months ago
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆176Updated 4 months ago