Convolutional neural network in proteomics and metabolomics for determination of comorbidity between cancer and schizophrenia

Arthur T Kopylov,Denis V Petrovsky,Alexander A Stepanov,Vladimir R Rudnev,Kristina A Malsagova,Tatyana V Butkova, Natalya V Zakharova,Georgy P Kostyuk,Liudmila I Kulikova,Dmitry V Enikeev,Natalia V Potoldykova,Dmitry A Kulikov,Alexey B Zulkarnaev,Anna L Kaysheva

Journal of Biomedical Informatics（2021）

引用 10|浏览14

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摘要

•Systematic approach realizes common features between related and unrelated diseases.•Neural network can use both meaningful and unassigned mass spectrometry-based data.•Convolutional neural network discriminates closely related phenotypes.•Neural network suggests comorbidity between schizophrenia and oncophenotypes.

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关键词

Cancer,Comorbidity,Epigenetic factors,Neural network,Schizophrenia

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