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Deep learning methods may not outperform other machine learning methods on analyzing genomic studies

Deep Learning (DL) has been broadly applied to solve big data problems in biomedical fields, which is most successful in image processing. Recently, many DL methods have been applied to analyze genomic studies. However, genomic data usually has too small a sample size to fit a complex network. They...

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Detalles Bibliográficos
Autores principales: Dong, Yao, Zhou, Shaoze, Xing, Li, Chen, Yumeng, Ren, Ziyu, Dong, Yongfeng, Zhang, Xuekui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9537734/
https://www.ncbi.nlm.nih.gov/pubmed/36212148
http://dx.doi.org/10.3389/fgene.2022.992070