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
Health and Medicine
Associated Tasks
Classification
Feature Type
Real
# Instances
1
# Features
-
Dataset Information
Has Missing Values?
No
Dataset Files
| File | Size |
|---|---|
| icu-data.tar.Z | 51.2 KB |
| README | 665 Bytes |
| Index | 105 Bytes |
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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)
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Citation
Kohane, I. ICU [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C53K7B.
Style:
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.