Automated sample annotation for diabetes mellitus in healthcare integrated biobanking

Automated sample annotation for diabetes mellitus in healthcare integrated biobanking

Healthcare integrated biobanking describes the annotation and collection of residual samples from hospitalized patients for research purposes. The central idea of the current work is to establish an automated workflow for sample annotation, selection and storage for diabetes mellitus. This is challe...

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Bibliographic Details
Main Authors: Johannes Stolp, Christoph Weber, Danny Ammon, André Scherag, Claudia Fischer, Christof Kloos, Gunter Wolf, P. Christian Schulze, Utz Settmacher, Michael Bauer, Andreas Stallmach, Michael Kiehntopf, Boris Betz
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Diabetes mellitus (DM)
Machine learning (ML)
ICD-10
Electronic health record (EHR)
Biobanking
Logistic regression (LR)
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037024003520
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