AI-powered pathobiology transformers predict prognosis and targeted therapy benefits in patients with colorectal cancer ovarian metastases: a multicohort study

This pathobiology-based deep learning model can robustly detect prognosis and mutation and identify targeted therapy beneficiaries, serving as a potential precision tool in clinical decision-making for the management of colorectal ovarian metastases.

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Publication Details

Journal
International Journal of Surgery
Published
2025-12-18
DOI
https://doi.org/10.1097/js9.0000000000004397
Primary Topic
Ovarian cancer diagnosis and treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-powered pathobiology transformers predict prognosis and targeted therapy benefits in patients with colorectal cancer ovarian metastases: a multicohort study

International Journal of Surgery
Ovarian cancer diagnosis and treatment
article

AI-powered pathobiology transformers predict prognosis and targeted therapy benefits in patients with colorectal cancer ovarian metastases: a multicohort study

article en

Abstract

This pathobiology-based deep learning model can robustly detect prognosis and mutation and identify targeted therapy beneficiaries, serving as a potential precision tool in clinical decision-making for the management of colorectal ovarian metastases.

International Journal of SurgeryVol. 112(3)
Sun Yat-sen University (CN), Fudan University Shanghai Cancer Center (CN), Sixth Affiliated Hospital of Sun Yat-sen University (CN), Zhujiang Hospital (CN), Neusoft (China) (CN), Xinjiang Uygur Autonomous Region Education Department (CN), Southern Medical University (CN)
Openalex Percentile: Top 47%
Ovarian cancer diagnosis and treatment
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