A lightweight network for phone surface defect detection with industrial deployment on RK3568 edge devices

PLoS One. 2025 Dec 19;20(12):e0336971. doi: 10.1371/journal.pone.0336971. eCollection 2025. ABSTRACT In smartphone production, detecting small defects on screens remains challenging due to low detection accuracy, high missed detection rates, and slow processing speeds. To address these issues, this paper presents a Lightweight Network Based on YOLOv8 (LNB-YOLO) for defect detection, with several key enhancements. First, […]

Validity, reproducibility, and reliability of the Brazilian version of the smartphone addiction scale-short version in children

Rev Paul Pediatr. 2025 Dec 12;43:e2025126. doi: 10.1590/1984-0462/2025/43/2025126. eCollection 2025. ABSTRACT OBJECTIVE: The aim of the study was to assess the validity, reproducibility, and reliability of the Brazilian version of the smartphone addiction scale in children. METHODS: The sample included 194 children (105 girls), aged 8-10 years, enrolled in the public school system of the […]

Smartphone addiction among adolescents: associations with mental health, physical inactivity, daytime sleepiness, and consumption of ultra-processed foods

Rev Paul Pediatr. 2025 Dec 15;43:e2025019. doi: 10.1590/1984-0462/2025/43/2025019. eCollection 2025. ABSTRACT OBJECTIVE: To estimate the prevalence of smartphone addiction and identify associated factors among high school adolescents. METHODS: A cross-sectional study, part of the first phase of the project “Longitudinal Study on Adolescent Behavior in Physical Activity and Health,” was conducted with 1,616 adolescents of […]

Gender Disparity Trends in Surgical Specialties: A 12-Year Analysis

J Surg Res. 2025 Dec;316:151-157. doi: 10.1016/j.jss.2025.10.042. Epub 2025 Nov 28. ABSTRACT INTRODUCTION: Although women comprise nearly 50% of medical school graduates, surgical specialties remain disproportionately male, particularly in leadership roles. Prior studies highlight the benefits of gender-diverse surgical teams. Understanding trends in female representation is essential to closing persistent gaps. This study aimed to […]

TC check: a web app for thyroid cancer recurrence prediction using explainable machine learning

J Cancer Res Clin Oncol. 2025 Dec 17;152(1):14. doi: 10.1007/s00432-025-06377-6. ABSTRACT BACKGROUND: Thyroid cancer (TC) is one of the most prevalent endocrine malignancies, and its recurrence presents a major clinical challenge that can adversely affect patient prognosis and treatment outcomes. Despite the progress in diagnostic methods, traditional statistical models still face limitations in accurately predicting […]

Wi-Fi, Smartphones, and Surveillance: The New Face of Schizophrenia Delusions

A young woman becomes suspicious of her phone when unfamiliar Wi-Fi networks appear and contact photos change without warning. Over time, she starts to believe that her phone has been hacked or infected with spyware, and that someone or even an entire organisation is monitoring her because she is suspected of a crime. For most […]

Liver-Directed mRNA Delivery Restores Immune Function in Ageing

Ageing is associated with progressive decline in immune function, leading to increased susceptibility to infections, reduced vaccine efficacy, and diminished responses to cancer immunotherapy. This immune deterioration arises from a reduced capacity to generate new immune cells and the gradual accumulation of dysfunctional and exhausted immune cell states. Thymic involution, which starts early in childhood […]

Improvement in Quality of Life After Early Interactive Human Coaching via a Mobile App in Postgastrectomy Patients With Gastric Cancer: Prospective Randomized Controlled Trial

JMIR Mhealth Uhealth. 2025 Dec 18;13:e75445. doi: 10.2196/75445. ABSTRACT BACKGROUND: Patients undergoing gastrectomy usually experience postgastrectomy syndrome and face difficulties adapting to a regular diet. Human health coaching via a mobile app has recently been applied to patients with chronic metabolic diseases, with significant improvements being observed in clinical outcomes. OBJECTIVE: This study aimed to […]

Growing up with screens: Investigating gender and socioeconomic differences and social relationships in the development of problematic smartphone use

J Res Adolesc. 2025 Dec;35(4):e70116. doi: 10.1111/jora.70116. ABSTRACT The present study investigated the longitudinal trajectory of adolescents’ problematic smartphone use (PSU) from Grade 4 to Grade 8. We also examined whether the trajectory differs depending on student gender, parent educational attainment, and family income, and whether prior and concurrent social relationships predict adolescents’ PSU at […]

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