Enhancing glucose level prediction of ICU patients through hierarchical modeling of irregular time-series

Hadi Mehdizavareh; Arijit Khan; Simon Lebech Cichosz

doi:10.1016/j.csbj.2025.06.039

Enhancing glucose level prediction of ICU patients through hierarchical modeling of irregular time-series

Hadi Mehdizavareh
, Arijit Khan
, Simon Lebech Cichosz

Aalborg University

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2898-2914
Number of pages	17
Journal	Computational and Structural Biotechnology Journal
Volume	27
DOIs	https://doi.org/10.1016/j.csbj.2025.06.039
State	Published - Jan 2025
Externally published	Yes

ASJC Scopus Subject Areas

Biotechnology
Biophysics
Structural Biology
Biochemistry
Genetics
Computer Science Applications

Keywords

Electronic health record
ICU patients
Irregular time series
Multi-source learning
Next glucose level prediction

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10.1016/j.csbj.2025.06.039

Cite this

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title = "Enhancing glucose level prediction of ICU patients through hierarchical modeling of irregular time-series",

keywords = "Electronic health record, ICU patients, Irregular time series, Multi-source learning, Next glucose level prediction",

author = "Hadi Mehdizavareh and Arijit Khan and Cichosz, \{Simon Lebech\}",

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year = "2025",

month = jan,

doi = "10.1016/j.csbj.2025.06.039",

language = "English",

volume = "27",

pages = "2898--2914",

journal = "Computational and Structural Biotechnology Journal",

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AU - Mehdizavareh, Hadi

AU - Khan, Arijit

AU - Cichosz, Simon Lebech

PY - 2025/1

Y1 - 2025/1

KW - Electronic health record

KW - ICU patients

KW - Irregular time series

KW - Multi-source learning

KW - Next glucose level prediction

UR - https://www.scopus.com/pages/publications/105009485180

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U2 - 10.1016/j.csbj.2025.06.039

DO - 10.1016/j.csbj.2025.06.039

M3 - Article

C2 - 40687991

AN - SCOPUS:105009485180

SN - 2001-0370

VL - 27

SP - 2898

EP - 2914

JO - Computational and Structural Biotechnology Journal

JF - Computational and Structural Biotechnology Journal

ER -

Enhancing glucose level prediction of ICU patients through hierarchical modeling of irregular time-series

ASJC Scopus Subject Areas

Keywords

Access to Document

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