Data reduction and data visualization for automatic diagnosis using gene expression and clinical data

作者：

Highlights：

• Complex data reduction.

• Complex data visualization.

• Gene expression and clinical data correlation with medical disease.

• Convolutional neural network to perform medical diagnosis.

• Accurate medical diagnosis for personalized medicine.

摘要

•Complex data reduction.•Complex data visualization.•Gene expression and clinical data correlation with medical disease.•Convolutional neural network to perform medical diagnosis.•Accurate medical diagnosis for personalized medicine.

论文关键词：Classification,Gene expression,Heatmap,Hot-spot map,Convolutional neural networks

论文评审过程：Received 29 November 2019, Revised 19 May 2020, Accepted 21 May 2020, Available online 28 May 2020, Version of Record 11 June 2020.

论文官网地址：https://doi.org/10.1016/j.artmed.2020.101884