The outcomes of hypertension refer to the death or serious complications (such as
myocardial infarction or stroke) that may occur in patients with hypertension. The outcomes …

The adoption of Internet of Things (IoT) sensing devices is growing rapidly due to their ability
to provide real-time services. However, it is constrained by limited data storage and …

Feature selection is an important topic in bioinformatics. Defining informative features from
complex high dimensional biological data is critical in disease study, drug development, etc …

Abstract Background/Aims: Long non-coding RNAs (lncRNAs) acting as competing
endogenous RNAs (ceRNAs) play significant roles in the development of tumors, but the …

The objectives of this Perspective paper are to review some recent advances in sparse
feature selection for regression and classification, as well as compressed sensing, and to …

Biological data are accumulating at a faster rate, but interpreting them still remains a
problem. Classifying biological data into distinct groups is the first step in understanding …

Breast cancer is a common disease in elderly women. With the development of microarray
technique, discovering gene signature became a powerful approach in predicting survival of …

Periodontitis is a widespread chronic inflammatory disease caused by interactions between
periodontal bacteria and homeostasis in the host. We aimed to investigate the performance …

Objective: The purpose of the proposed study was to develop an identification unit for
classifying periodontal diseases using support vector machine (SVM), decision tree (DT) …

Background Early diagnosis of Alzheimer's disease (AD) and Mild Cognitive Impairment
(MCI) is essential for timely treatment. Machine learning and multivariate pattern analysis …