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Identifying Novel Phenotypes of Renal Recovery and Progression in Sepsis-Associated Acute Kidney Injury: A Dynamic Time Warping Clustering Study in MIMIC-III

2025-10-23

Abstract excerpt

<title>Abstract</title> <p>Purpose: Sepsis-associated acute kidney injury (SA-AKI) is a grave condition with high morbidity. The current understanding of renal recovery is often limited to binary outcomes, which fail to capture the complex and heterogeneous temporal dynamics of kidney function. This study was undertaken to identify distinct, clinically meaningful phenotypes of renal function trajectories in patie...

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Literature Corpus work
485a39fc-c247-5b05-899e-1cb23c77f000
DOI
10.21203/rs.3.rs-7560995/v1
Open publication

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Identifying Novel Phenotypes of Renal Recovery and Progression in Sepsis-Associated Acute Kidney Injury: A Dynamic Time Warping Clustering Study in MIMIC-IIIDOI 10.21203/rs.3.rs-7560995/v1
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