Refined MIMIC-III 30-day mortality prediction of sepsis-3 patients

Name: Refined MIMIC-III 30-day mortality prediction of sepsis-3 patients
Creator: JaeSung Yoo
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Biomedical and Health Sciences

Citation Author(s):: Jaesung Yoo
Submitted by:: JaeSung Yoo
Last updated:: Mon, 08/15/2022 - 18:59
DOI:: 10.21227/qrhd-a469
Data Format:: *.csv

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Categories:

Biomedical and Health Sciences

Keywords:

electronic health records

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Abstract

A refined data from supplementary materials of "Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost". Rows with invalid age values were removed and feature columns were selected, and the data type of each column was adjusted.

Instructions:

The first 3 columns are miscellaneous information (subject_id, icustay_id, first_service). The 4th columns is the outcome (thirtyday_expire_flag). All other columns are feature columns

I am a student and I need some data to make a project for practice purpose

Sandeep Kumar Wed, 08/24/2022 - 03:58 Permalink

Hi, apologies for the late reply. Do you still need it?

I'll respond faster at jsyoo61@unc.edu

JaeSung Yoo Fri, 05/10/2024 - 00:02 Permalink

I am Dr Ravi, seeking access to the Refined MIMIC-III dataset for researching predictive factors associated with 30-day mortality in Sepsis-3 patients for research purposes. Kindly provide access. Thank you for considering our request.

RAVI KUMAR SAIDALA Thu, 04/25/2024 - 06:44 Permalink