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Typhoon localization detection algorithm based on TGE-YOLO.
Sci Rep
January 2025
College of Mathematics and Computer Science, Guangdong Ocean University, Zhanjiang, 524088, China.
To address the problems of complex cloud features in satellite cloud maps, inaccurate typhoon localization, and poor target detection accuracy, this paper proposes a new typhoon localization algorithm, named TGE-YOLO. It is based on the YOLOv8n model with excellent high-low feature fusion capability and innovatively achieves the organic combination of feature fusion, computational efficiency, and localization accuracy. Firstly, the TFAM_Concat module is creatively designed in the neck network, which comprehensively utilizes the detailed information of shallow features and the semantic information of deeper features, enhancing the fusion ability of features at each layer.
View Article and Find Full Text PDFEmoAtlas: An emotional network analyzer of texts that merges psychological lexicons, artificial intelligence, and network science.
Behav Res Methods
January 2025
CogNosco Lab, Department of Psychology and Cognitive Sciences, University of Trento, Trento, Italy.
We introduce EmoAtlas, a computational library/framework extracting emotions and syntactic/semantic word associations from texts. EmoAtlas combines interpretable artificial intelligence (AI) for syntactic parsing in 18 languages and psychologically validated lexicons for detecting the eight emotions in Plutchik's theory. We show that EmoAtlas can match or surpass transformer-based natural language processing techniques, BERT or large language models like ChatGPT 3.
View Article and Find Full Text PDFAnatomy of a Crash: Analysis of 102 Pedestrian and Bicyclist Fatalities.
Am J Forensic Med Pathol
January 2025
From the Department of Pathology, University of Michigan, Ann Arbor, MI.
Pedestrian and bicyclist fatalities have increased over the past decade in the United States. Factors proposed to explain this increase include the increased popularity of larger passenger vehicles, road design to accommodate faster-moving traffic, and poor road infrastructure. We analyzed a series of 102 pedestrian and bicyclist fatalities to determine which factors were involved.
View Article and Find Full Text PDFNon-employment over the working life: Implications for cognitive function and decline in later life.
Public Health Pract (Oxf)
June 2025
MRC Unit for Lifelong Health and Ageing at UCL, University College London, London, UK.
Objectives: Disuse theory predicts that cognitive function is vulnerable to transitions that remove factors that support cognitive skills. We sought to investigate whether non-employment over the working life was associated with cognitive function and decline in later life (≥60 years old), and possible gender differences in the association.
Study Design: Longitudinal study.
Early Mobilization in Post-Orthopedic Surgery Patients: A Scoping Review.
J Multidiscip Healthc
January 2025
Department of Fundamental Nursing, Faculty of Nursing, Padjadjaran University, Sumedang, West Java, Indonesia.
Post-orthopedic surgery patients need to undergo a recovery process with immobilization to minimize pain or swelling. Maximum care through early mobilization intervention can accelerate the return of body function and minimize medical complications. This literature review aims to determine early mobilization-based interventions that can be applied to post-orthopedic surgery patients.
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