Deep learning-based metabolomics data study of prostate cancer

Deep learning-based metabolomics data study of prostate cancer

Abstract As a heterogeneous disease, prostate cancer (PCa) exhibits diverse clinical and biological features, which pose significant challenges for early diagnosis and treatment. Metabolomics offers promising new approaches for early diagnosis, treatment, and prognosis of PCa. However, metabolomics...

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Bibliographic Details
Main Authors: Liqiang Sun, Xiaojing Fan, Yunwei Zhao, Qi Zhang, Mingyang Jiang
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Bioinformatics
Subjects:
Prostate cancer
Metabolomics
Hybrid deep learning
Transformer
CNN
Biomarker discovery
Online Access:https://doi.org/10.1186/s12859-024-06016-w
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https://doi.org/10.1186/s12859-024-06016-w

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