Optimized deep maxout for crowd anomaly detection: A hybrid optimization-based model.

Monitoring Surveillance video is really time-consuming, and the complexity of typical crowd behaviour in crowded situations makes this even more challenging. This has sparked a curiosity about computer vision-based anomaly detection. This study introduces a new crowd anomaly detection method with two main steps: Visual Attention Detection and Anomaly Detection.

Nephron index [urinary phosphate: serum fibroblast growth factor 23 ratio]- a marker for atherosclerosis in diabetic predialysis chronic kidney disease patients.

Unlabelled: Chronic kidney disease (CKD) is a global health problem, a leading cause of death and disability worldwide, estimated to affect more than 10% of the population Fibroblast growth factor - 23 (FGF 23), is a novel hormone, which is secreted primarily by the osteoblasts. It has been proposed that the ratio of Urinary phosphate (U-P) excretion (mg/day) to FGF23 as an index that theoretically represents the number of nephrons (nephron index)1. In this study, an attempt was made to establish the relationship between the Nephron index and degree of atherosclerosis (CIMT-Carotid intimal medial thickness) in predialysis CKD patients.

Correlation of fibroblast growth factor 23 and malnutrition in chronic kidney disease patients on maintenance hemodialysis.

Unlabelled: Chronic Kidney Disease (CKD) is a major health problem that causes death and disability worldwide. Fibroblast growth factor - 23 (FGF 23), is a novel hormone, which is secreted primarily by the osteoblasts. CKD patients are at an increased risk of malnutrition, characterized by micronutrient deficiencies and protein-energy wasting.

A study on effect of yoga on emotional regulation, self-esteem, and feelings of adolescents.

Background: The present study has investigated the effect of yoga on the emotional regulation, self-esteem, and feelings of the adolescents.

Methods: The participants of the study are 110 students aged 13-18 years and studying in the senior secondary schools of Mandi district (Himachal Pradesh). The sample consisted of 52 adolescents practicing yoga and 58 adolescents who have never practiced yoga.