Skip to content
DraconiticResearch
Search Sources API
197,788 studies31 sourcesUpdated 4 min ago
Peer-reviewedCC BYDiagnostics (Basel, Switzerland)

Graph Neural Network Modelling of Pre-Diagnostic Serum Proteomics for Pancreatic Cancer Detection

  • Alexey Zaikin1
  • Aleksandra Gentry-Maharaj2
  • Sophia Apostolidou3
  • Usha Menon3
  • Arseniy Trukhanov4
  • Janna G. Oganezova5
  • Harry J. Whitwell6
  • Oleg Blyuss7
7 affiliations
  1. 1Research Center in Artificial Intelligence, Institute of Information Technologies, Mathematics and Mechanics, Lobachevsky State University, Nizhny Novgorod 603022, Russia
  2. 2Department of Women’s Cancer, EGA Institute for Women’s Health, , London WC1E 6AU, UK
  3. 3UCL Innovative Clinical Trials Unit, , 90 High Holborn, London WC1V 6LJ, UK
  4. 4Mriya Life Institute, National Academy of Active Longevity, Moscow 124489, Russia
  5. 5Academician A.P. Nesterov Department of Ophthalmology of the Institute of Clinical Medicine, , Moscow 117997, Russia
  6. 6National Phenome Centre and Imperial Clinical Phenotyping Centre, Department of Metabolism, Digestion and Reproduction, IRDB, , London W12 0NN, UK
  7. 7Centre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, , London EC1M 6BQ, UK
Read full textPDFCite

Related

  1. Current Role of Endoscopic Ultrasonography in the Early Detection of Pancreatic Cancer: Recognition of Indirect Imaging Findings and Diagnostic Strategy
    Keiji Hanada
    Internal MedicinePeer-reviewedCC BY-NC-NDFull textOncologyJ-STAGE
  2. Macroscopic versus rapid on-site evaluation for EUS-guided tissue acquisition of solid pancreatic masses: a systematic review, diagnostic test accuracy meta-analysis, and network meta-analysis
    Huifang Xu, Jiongming He, Gong Chen +1
    Frontiers in OncologyPeer-reviewedCC BY 4.0Full textOncologyCrossrefEurope PMCPMCEurope PMC
  3. Longitudinal Drain-Fluid Proteomics Reveals Procedure-Specific Signatures of Postoperative Leakage after Pancreatic and Colorectal Surgery
    A. Jessernig, V. M. Agboola, S. Pfammatter +4
    medRxivPreprintAll rights reservedFull textSurgery & anaesthesiamedRxiv
  4. Spatial Proteomics Uncovers Immune Cell Neighborhoods and Tumor-Immune Interfaces in Pancreatic Ductal Adenocarcinoma
    Jason Yeung, Yunhao Bai, Huaying Qiu +10
    Molecular & Cellular ProteomicsPeer-reviewedCC BY-NC-ND 4.0Full textOncologyCrossref
  5. Multiplexed deep visual proteomics resolves spatial heterogeneity and rare endocrine states in human pancreatic islets
    Mariya Mardamshina, Nicolai Dorka, Marvin Thielert +11
    Nature CommunicationsPeer-reviewedCC BY 4.0Full text1 citedSurgery & anaesthesiaPMC

Cite

BibTeXRIS
BibTeX
@article{zaikin2026graph,
  title = {{Graph Neural Network Modelling of Pre-Diagnostic Serum Proteomics for Pancreatic Cancer Detection}},
  author = {Alexey Zaikin and Aleksandra Gentry-Maharaj and Sophia Apostolidou and Usha Menon and Arseniy Trukhanov and Janna G. Oganezova and Harry J. Whitwell and Oleg Blyuss},
  journal = {Diagnostics (Basel, Switzerland)},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13703195},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Graph Neural Network Modelling of Pre-Diagnostic Serum Proteomics for Pancreatic Cancer Detection
AU  - Alexey Zaikin
AU  - Aleksandra Gentry-Maharaj
AU  - Sophia Apostolidou
AU  - Usha Menon
AU  - Arseniy Trukhanov
AU  - Janna G. Oganezova
AU  - Harry J. Whitwell
AU  - Oleg Blyuss
PY  - 2026
DA  - 2026/10/01
JO  - Diagnostics (Basel, Switzerland)
UR  - https://europepmc.org/article/PMC/PMC13703195
SN  - 2075-4418
ER  -