Machine learning-based identification of proteomic markers in colorectal cancer using UK Biobank data

Machine learning-based identification of proteomic markers in colorectal cancer using UK Biobank data

Colorectal cancer is one of the leading causes of cancer-related mortality in the world. Incidence and mortality are predicted to rise globally during the next several decades. When detected early, colorectal cancer is treatable with surgery and medications. This leads to the requirement for prognos...

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Bibliographic Details
Main Authors: Swarnima Kollampallath Radhakrishnan, Dipanwita Nath, Dominic Russ, Laura Bravo Merodio, Priyani Lad, Folakemi Kola Daisi, Animesh Acharjee
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Oncology
Subjects:
colorectal cancer
proteins
UK Biobank
biomarkers
SHAP
translational research
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2024.1505675/full
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https://www.frontiersin.org/articles/10.3389/fonc.2024.1505675/full

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