Machine Learning Consensus Clustering Approach for Patients with Lactic Acidosis in Intensive Care Units.

Pattharawin PattharanitimaCharat ThongprayoonTananchai PetnakNarat SrivaliGuido Gembillo Wisit KaewputSupavit ChesdachaiSaraschandra VallabhajosyulaOisin A O'CorragainMichael A MaoVesna D GarovicFawad QureshiJohn J DillonWisit Cheungpasitporn

Published in: Journal of personalized medicine (2021)

Consensus clustering analysis synthesized the pattern of clinical and laboratory data to reveal clinically distinct lactic acidosis subgroups with different outcomes.

Keyphrases

machine learning
single cell
intensive care unit
rna seq
big data
clinical practice
genome wide
mechanical ventilation
type diabetes
gene expression
deep learning
adipose tissue
data analysis