A Machine Learning Method to Trace Cancer Primary Lesion Using Microarray-Based Gene Expression Data

Cancer of unknown primary site (CUP) is a heterogeneous group of cancers whose tissue of origin remains unknown after detailed investigation by conventional clinical methods. The number of CUP accounts for roughly 3%–5% of all human malignancies. CUP patients are usually treated with broad-spectrum...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Qingfeng Lu, Fengxia Chen, Qianyue Li, Lihong Chen, Ling Tong, Geng Tian, Xiaohong Zhou
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2022-04-01
Cyfres:Frontiers in Oncology
Pynciau:
cancer of the unknown primary site
human malignancies
gene expression
XGBoost
gene selection
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fonc.2022.832567/full
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