Identification of biomarkers and target drugs for melanoma: a topological and deep learning approach

IntroductionMelanoma, a highly aggressive malignancy characterized by rapid metastasis and elevated mortality rates, predominantly originates in cutaneous tissues. While surgical interventions, immunotherapy, and targeted therapies have advanced, the prognosis for advanced-stage melanoma remains dis...

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Bibliographic Details
Main Authors: Xiwei Cui, Jipeng Song, Qingfeng Li, Jieyi Ren
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Genetics
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Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2025.1471037/full
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