Molecular omicsHumansDeep LearningNeoplasmsGenomicsComputational Biology
MOFNet: a deep learning framework for multi-omics data fusion in cancer subtype classification.
Guangji Zhang, Chunxiao Zhang, Pengpai Li, Duanchen Sun, Zhixia Yang, Zhi-Ping Liu
Published: 202510.1039/d5mo00221d
Abstract
BACKGROUND: cancer exhibits high molecular and clinical heterogeneity, making accurate subtyping essential for personalized treatment. Traditional single-omics approaches often fail to capture this complexity. Multi-omics integration offers a more ho…
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