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Cureus
December 2024
Department of Civil Engineering, Mepco Schlenk Engineering College, Sivakasi, IND.
Background Understanding the attitudes and perceptions of the general population is necessary for organizing health promotion initiatives. During outbreaks, social media has a significant impact on creating social perceptions. This study aims to identify and examine the emotions expressed and topics of discussion among Indian citizens related to COVID-19 third wave, from the messages posted on Twitter using text mining techniques.
View Article and Find Full Text PDFBr J Hosp Med (Lond)
December 2024
School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China.
Despite the exponential increase in the incidence rate of Autism spectrum disorder (ASD), effective therapies for the disorder are still limited. According to vast clinical observations, the pathogeneses of ASD and Attention-deficit hyperactivity disorder (ADHD) share a great deal of similarities. This serves as a prompt to investigate, in this study, whether patients with ADHD are at a higher risk for ASD, which is significant for disease prevention.
View Article and Find Full Text PDFHealth Policy
December 2024
Department of Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, Belgium; Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium.
Introduction: Few integrated care studies elaborate how interventions are brought to wider scale. The SCUBY project developed interventions for scale-up of an Integrated Care Package (ICP) for two common diseases - type 2 diabetes and hypertension-, comprising evidence-based roadmaps and policy dialogues. This paper's aim is to report on the process evaluation of the ICP scale-up in Belgium.
View Article and Find Full Text PDFSci Rep
January 2025
Department of Electronics and Communication Engineering, Nagarjuna College of Engineering and Technology, Bengaluru, 562164, Karnataka, India.
Wireless sensor networks (WSNs) are imperative to a huge range of packages, along with environmental monitoring, healthcare structures, army surveillance, and smart infrastructure, however they're faced with numerous demanding situations that impede their functionality, including confined strength sources, routing inefficiencies, security vulnerabilities, excessive latency, and the important requirement to keep Quality of Service (QoS). Conventional strategies generally goal particular troubles, like strength optimization or improving QoS, frequently failing to provide a holistic answer that effectively balances more than one crucial elements concurrently. To deal with those challenges, we advocate a novel routing framework that is both steady and power-efficient, leveraging an Improved Type-2 Fuzzy Logic System (IT2FLS) optimized by means of the Reptile Search Algorithm (RSA).
View Article and Find Full Text PDFBioinformatics
November 2024
Department of Statistics, National Chengchi University, Taipei 116, Taiwan (R.O.C.).
Summary: In bioinformatics studies, understanding the network structure of gene expression variables is one of the main interests. In the framework of data science, graphical models have been widely used to characterize the dependence structure among multivariate random variables. However, the gene expression data possibly suffer from ultrahigh-dimensionality and measurement error, which make the detection of network structure challenging and difficult.
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