ON-LINE ANXIETY LEVEL DETECTION FROM BIOSIGNALS: MACHINE LEARNING BASED ON A RANDOMIZED CONTROLLED TRIAL WITH SPIDER-FEARFUL INDIVIDUALS.

On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals.

We present performance results concerning the validation for anxiety level detection based on trained mathematical models using supervised machine learning techniques.The model training is based on biosignals acquired in a randomized controlled trial.Wearable sensors were used to collect electrocardiogram, electrodermal activity, and respiration fr

read more

Identification of Personalized Chemoresistance Genes in Subtypes of Basal-Like Breast Cancer Based on Functional Differences Using Pathway Analysis.

Breast cancer is a highly heterogeneous disease that is clinically classified into several subtypes.Among these subtypes, basal-like breast cancer largely overlaps with triple-negative breast cancer (TNBC), and these two groups are generally studied together as a single entity.Differences in the molecular makeup of breast cancers can result in diff

read more

Effects of Face and Body Acupuncture on Glabellar Frown Lines in Women Aged 30-59: a Study Protocol for a Double-Arm Randomized Waitlist-Controlled Trial

Importance: As average life expectancy increases, the role of beauty in quality of life (QOL) becomes more important.Invasive rejuvenation methods, such as cosmetic surgery and botulinum toxin injections, do not address the underlying causes of facial aging, are expensive, and carry inherent risks.Acupuncture, as a holistic alternative, may offer a

read more

The developmental variations of the sagitta otolith in the young and mature male of a hermaphrodite polynemidae fish, Eleutheronema tetradactylum (Shaw, 1804)

Abstract The Eleutheronema tetradactylum is a protandrous, hermaphrodite, marine perciformes fish.The body length of this fish acts as an important diagnostic marker for male and female discrimination.The present study describes for the first time the ultrastructural characteristics on the medial surface of the sagitta otolith in different body siz

read more