A comparison of machine learning classifiers for dementia with Lewy bodies using miRNA expression data.

Daichi ShigemizuShintaro AkiyamaYuya AsanomiKeith A BoroevichAlok SharmaTatsuhiko TsunodaTakashi SakuraiKouichi OzakiTakahiro OchiyaShumpei Niida

Published in: BMC medical genomics (2019)

Our proposed prediction model provides an effective tool for DLB classification. Also, a gene-based association test of rare variants revealed that BCL2L1 and PIK3R2 were statistically significantly associated with DLB.

Keyphrases

machine learning
copy number
big data
poor prognosis
artificial intelligence
mild cognitive impairment
deep learning
electronic health record
cognitive impairment
genome wide
parkinson disease
single cell
genome wide identification
binding protein
gene expression
long non coding rna
dna methylation
data analysis