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Artificial image objects for classification of schizophrenia with GWAS-selected SNVs and convolutional neural network

Chen, XN; Chen, DG; Zhao, ZM; Zhan, J; Ji, CR; Chen, JC

Chen, XN (corresponding author), 410 AI LLC, 10 Plummer Ct, Germantown, MD 20876 USA.; Chen, XN (corresponding author), A3 AI INC, 10530 Stevenson Rd, Stevenson, MD 21153 USA.; Chen, JC (corresponding author), Univ Nevada Las Vegas, Nevada Inst Personalized Med, Las Vegas, NV 89154 USA.

PATTERNS, 2021; 2 (8):

Abstract

In this article, we propose a new approach to analyze large genomics data. We considered individual genetic variants as pixels in an image and transfo......

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