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Pitfalls of the E-Ref Procedure: Tie Values and the Proportion of the Abnormal Data.
Muscle Nerve
January 2025
Department of Neurology, Teikyo University School of Medicine, Tokyo, Japan.
Introduction: Extrapolated reference values (E-Ref) procedure is a new method for determining the cutoff value without collecting the control data. We tried to apply this method to determine the cutoff value for the distal motor latency of the median nerve (median DML). During this process, we found two pitfalls of the E-Ref method.
View Article and Find Full Text PDFDesign of an improved graph-based model for real-time anomaly detection in healthcare using hybrid CNN-LSTM and federated learning.
Heliyon
December 2024
Department of Computer Science & Engineering, K L E F Deemed To Be University, Green Fields, Vaddeswaram, Guntur (dt), Andhra Pradesh, 521230, India.
Real-time monitoring and anomaly detection are essential in healthcare to ensure safe conditions for patients and maintain the integrity of medical data samples. The majority of existing systems, despite improvements in healthcare technologies, cannot capture the spatial and temporal patterns of multimodal data simultaneously, process high Volume data in real-time, and ensure the privacy of patients' identity effectively. In this work, we handle these limitations by proposing a complete approach that uses state-of-the-art deep learning and data processing architectures to realize resilient anomaly detection in healthcare systems.
View Article and Find Full Text PDFBilateral alterations in sensorimotor function and altered sensory strategy in individuals with unilateral chronic ankle instability.
J Exerc Sci Fit
January 2025
Sports Medicine and Rehabilitation Center, Shanghai University of Sport, Shanghai, China.
Objective: This study aimed to evaluate bilateral sensorimotor function in patients with unilateral CAI. Furthermore, sensory reweighting ability and vestibular modulation were assessed.
Methods: Twenty individuals with unilateral CAI and twenty healthy controls participated in this study.
Knowledge and awareness of asbestos risk among General Practitioners: Validation of a questionnaire in an area with a high incidence of asbestos-related diseases.
Prev Med Rep
January 2025
Department of Medicine and Health Sciences "Vincenzo Tiberio", University of Molise, Campobasso, Italy.
Objective: Given the critical role of general practitioners (GPs) in the early diagnosis and management of asbestos-related diseases (ARDs), and the significant history of asbestos fibres pollution in Alessandria Local Health Authority (ASL AL), this project aimed to assess the knowledge and awareness of asbestos risks, as well as the experience in diagnosing ARDs among GPs working in Alessandria province, Northern Italy.
Methods: A questionnaire was administered to 216 GPs from all ASL AL territorial districts during 26 Territorial Assistance Equipes (EATs) meetings, held from September 2022 to January 2023. It contained 29 questions covering three main areas: 'knowledge and awareness', 'competence and experience', 'sociodemographic characteristics and workload'.
Fatigue and Pruritus Impact Sleep Quality in Hemodialysis Patients.
Nat Sci Sleep
December 2024
Medical/Surgical Nursing Department, Faculty of Nursing, King Abdulaziz University, Jeddah, Saudi Arabia.
Purpose: This study assesses sleep quality amongst hemodialysis (HD) patients and identifies contributing factors, which include demographic and clinical factors and significant symptoms associated with HD (ie, fatigue and pruritus).
Patients And Methods: In this cross-sectional design, 116 participants were recruited from HD units of two hospitals in Saudi Arabia. Three measures were used to identify predictors of sleep quality among HD patients, including the Pittsburgh Sleep Quality Index (PSQI), the Fatigue Severity Scale (FSS), and the 5-D itch scale.
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