Cargando…
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...
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 |
Ejemplares similares
-
Macroeconomic Image Analysis and GDP Prediction Based on the Genetic Algorithm Radial Basis Function Neural Network (RBFNN-GA)
por: Zhu, Mingxun, et al.
Publicado: (2021) -
Convolutional Recurrent Neural Networks with a Self-Attention Mechanism for Personnel Performance Prediction
por: Xue, Xia, et al.
Publicado: (2019) -
Fuzzy Comprehensive Evaluation Model of M&A Synergy Based on Transfer Learning Graph Neural Network
por: Zhu, Mingxun, et al.
Publicado: (2021) -
Attention-Based Convolutional Neural Network for Ingredients Identification
por: Chen, Shi, et al.
Publicado: (2023) -
Instance segmentation convolutional neural network based on multi-scale attention mechanism
por: Gaihua, Wang, et al.
Publicado: (2022)