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

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JaeSung Yoo
Last updated:
Mon, 08/15/2022 - 14:59
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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.


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

Submitted by Sandeep Kumar on Tue, 08/23/2022 - 23:58

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

I'll respond faster at

Submitted by JaeSung Yoo on Thu, 05/09/2024 - 20:02

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.

Submitted by RAVI KUMAR SAIDALA on Thu, 04/25/2024 - 02:44

Hi, is the file not accessible? I think it should be free open access?

Also, I'll respond faster with email to

Submitted by JaeSung Yoo on Thu, 05/09/2024 - 20:03