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Article
Open AccessJoint triplet loss with semi-hard constraint for data augmentation and disease prediction using gene expression data
The accurate prediction of patients with complex diseases, such as Alzheimer’s disease (AD), as well as disease stages, including early- and late-stage cancer, is challenging owing to substantial variability a...
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Article
Open AccessCorrelation between Alzheimer’s disease and type 2 diabetes using non-negative matrix factorization
Alzheimer’s disease (AD) is a complex and heterogeneous disease that can be affected by various genetic factors. Although the cause of AD is not yet known and there is no treatment to cure this disease, its pr...
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Chapter and Conference Paper
Quality-Workload Tradeoff in Pig Activity Monitoring Application
Generally, there is a tradeoff between quality and computational workload required to obtain that quality. In this paper, we focus on practical issues in implementing a pig activity monitoring system. We first...