CapsNet-SSP: multilane capsule network for predicting human saliva-secretory proteins

CapsNet-SSP: multilane capsule network for predicting human saliva-secretory proteins

Abstract Background Compared with disease biomarkers in blood and urine, biomarkers in saliva have distinct advantages in clinical tests, as they can be conveniently examined through noninvasive sample collection. Therefore, identifying human saliva-secretory proteins and further detecting protein b...

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Bibliographic Details
Main Authors: Wei Du, Yu Sun, Gaoyang Li, Huansheng Cao, Ran Pang, Ying Li
Format: Article
Language:English
Published: BMC 2020-06-01
Series:BMC Bioinformatics
Subjects:
Saliva-secretory protein
Deep learning
Capsule network
Convolutional neural network
Online Access:http://link.springer.com/article/10.1186/s12859-020-03579-2

Internet

http://link.springer.com/article/10.1186/s12859-020-03579-2

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