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Drug Response Prediction Based on 1D Convolutional Neural Network and Attention Mechanism

There are multiple methods based on gene expression, copy number variation, and methylation biomarkers for screening drug response have been developed. On the other hand, many machine learning algorithms have been applied in recent years to predict drug response, such as neural networks and random f...

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Detalles Bibliográficos
Autores principales: Mingxun, Zhu, Zhigang, Meng, Jingyi, Wang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9509240/
https://www.ncbi.nlm.nih.gov/pubmed/36164615
http://dx.doi.org/10.1155/2022/8671348