Effective integration of multi-omics with prior knowledge to identify biomarkers via explainable graph neural networks

Rohit K. Tripathy, Zachary Frohock, Hong Wang, Gregory A. Cary, Stephen Keegan, Gregory W. Carter, Yi Li
ISSN / E-ISSN
— / —
DOI
10.1038/s41540-025-00519-9 ↗
Volume · Issue · Pages
11 · 1 · 43-43
Publisher
Nature Publishing Group
Article URL
https://doi.org/10.1038/s41540-025-00519-9 ↗
Article details
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Publication date (each date has its type and source)
08 May 2025
OpenAlex publication date · source: OpenAlex
Dates on record for this article
TypeDateSource
OpenAlex publication date08 May 2025 OpenAlex

Keywords (as given): multi-omics integration; knowledge graphs; graph neural networks; explainable AI; biomarker discovery; Alzheimer's disease; transcriptomics; proteomics; drug target prediction

HEC Status at Publication Not the journal's current status

HEC Status at PublicationNot conclusive
Best available information, not a definitive status: Some rows of the HEC list for this period are not yet matched to a journal, so absence cannot be proved. Pending verification.
Journal
npj Systems Biology and Applications
Publication date used
08 May 2025 (OpenAlex publication date)
Applicable HEC period
2024–25 (version 1) · 01 Oct 2024 – 31 Mar 2026
Category
—
Recognition status
Pending Verification (PERIOD_HAS_UNMATCHED_ROWS)
Source
—
Verification status
Unverified
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