vincenzorusso3/mimic-iv-benchmarks
FDSML Course Project 2020/21
This tool helps clinical researchers and data scientists working with healthcare data by providing a standardized way to create benchmark datasets from the MIMIC-IV database. You input raw MIMIC-IV CSV files, and it generates structured datasets ready for machine learning tasks like predicting patient mortality or forecasting length of hospital stay. It is ideal for researchers evaluating and comparing different machine learning models for critical care predictions.
No commits in the last 6 months.
Use this if you are a clinical data scientist or researcher who needs pre-processed, standardized datasets from MIMIC-IV to train and evaluate machine learning models for critical care prediction tasks.
Not ideal if you are a clinician looking for a ready-to-use predictive model or an individual without access to the MIMIC-IV clinical database.
Stars
15
Forks
8
Language
Python
License
—
Category
Last pushed
May 11, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/vincenzorusso3/mimic-iv-benchmarks"
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