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

- Citation Author(s):
- Submitted by:
- JaeSung Yoo
- Last updated:
- Mon, 08/15/2022 - 14:59
- DOI:
- 10.21227/qrhd-a469
- Data Format:
- License:
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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
Comments
I am a student and I need some data to make a project for practice purpose