ICU
Data set prepared for the use of participants for the 1994 AAAI Spring Symposium on Artificial Intelligence in Medicine.
Dataset Characteristics
Multivariate, Time-Series
Subject Area
Life Science
Associated Tasks
-
Feature Type
Real
# Instances
-
# Features
-
Dataset Information
Additional Information
Please see documentation
Has Missing Values?
No
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Citation
Kohane,Isaac. ICU. UCI Machine Learning Repository. https://doi.org/10.24432/C53K7B.
BibTeX
@misc{misc_icu_49,
author = {Kohane,Isaac},
title = {{ICU}},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C53K7B}
}Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset icu = fetch_ucirepo(id=49) # data (as pandas dataframes) X = icu.data.features y = icu.data.targets # metadata print(icu.metadata) # variable information print(icu.variables)
Creators
Isaac Kohane
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.