Co-designing action-oriented mental health conversations between care providers and ageing Canadians in the community: a participatory mixed-methods study protocol by Carrie McAiney, Paul Holyoke, Heather McNeil, Justine L Giosa, Elizabeth Kalles, Nelly D Oelke, Katie Aubrecht, Olinda Habib Perez

“…Phase 1 engages ageing Canadians in four online workshops (n=60) and a national survey (n=1000) to adapt an evidence-based visual model of mental health for use with older adults in home and community care. …”
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Inter-session Reliability of Magnetic Nerve Stimulation and Within-Session comparison to Electrical Nerve Stimulation in Evaluating Neuromuscular Function of Knee Extensor Muscles by Romina Ledergerber, Martin Keller

“… Introduction Quantifying neural activation is crucial for evaluating rehabilitation progress and adaptations following resistance training. A commonly used method for assessing voluntary activation (VA) is the Interpolated Twitch Technique with electrical nerve stimulation (ENS). …”
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Comparison of cooperative learning through use of an immersive virtual reality anatomy model and a 3D plastic anatomical model by Shin-Yun Chen, Daniel Salcedo, Bu-Yuan Hsiao, Wen-Cheng Huang, Bor-Chyuan Su, Jiun-Lin Horng

“…Abstract Background Traditional anatomy education relies on lectures, visual aids, and cadaver dissections. However, limited cadaver availability often necessitates the use of plastic models to aid 3D understanding. …”
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Traditional landscape and rural development: comparative study in three terraced areas in northern, central and southern Italy to evaluate the efficacy of GAEC standard 4.4 of cros... by Mauro Agnoletti, Giovanni Cargnello, Lorenzo Gardin, Antonio Santoro, Paolo Bazzoffi, Luigi Sansone, Luciano Pezza, Nicola Belfiore

“…This represents a minor revolution in the way of visualizing the role of the landscape, together with that of agriculture and the rural territory as a whole, and demonstrates the importance of treating the landscape with a systematic point of view. …”
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Surface defect detection on rolling mill rolls: a transfer learning approach with improved YOLOv5 by Yulong Hu, Wen Peng, Shiyi Chen, Jinyun Liu, Xudong Li, Jie Sun, Dianhua Zhang

“…Currently, industrial roll inspection primarily relies on manual visual assessment, which is prone to subjectivity, low accuracy, and inefficiency. …”
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Label-free metabolic fingerprinting of motile mammalian spermatozoa with subcellular resolution by Fitore Kusari, Lenka Backova, Dalibor Panek, Ales Benda, Zdenek Trachtulec

“…This technique could be adapted for metabolism-based sperm selection for assisted reproduction.…”
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I-MPN: inductive message passing network for efficient human-in-the-loop annotation of mobile eye tracking data by Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag

“…Abstract Comprehending how humans process visual information in dynamic settings is crucial for psychology and designing user-centered interactions. …”
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A real-time geological sections generation method for geological 3D models based on per-pixel linked lists by Saisai Li, Zhenqiang Qin, Yuan Ding, Meizhen Wang, Bin Hu

“…Furthermore, it is highly adaptable to more complex geological operations. Leveraging the PPLL-based architecture, a unified framework integrating various geological operations can be developed, opening new directions for real-time, interactive, and visual geological analysis.…”
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An Explainable Deep Learning Framework for Sorghum Weed Classification Using Multi-Scale Feature Enhanced DenseNet by Armaano Ajay, S. Sandosh, Aryan Saji, Harsh Agarwal

“…These blocks improve multi-scale feature extraction and adaptively capture complex patterns from the weed images. …”
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A Review of Multimodal Interaction in Remote Education: Technologies, Applications, and Challenges by Yangmei Xie, Liuyi Yang, Miao Zhang, Sinan Chen, Jialong Li

“…Multimodal interaction technology has become a key aspect of remote education by enriching student engagement and learning results as it utilizes the speech, gesture, and visual feedback as various sensory channels. This publication reflects on the latest breakthroughs in multimodal interaction and its usage in remote learning environments, including a multi-layered discussion that addresses various levels of learning and understanding. …”
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Validation of Indonesian Graves’ Ophthalmopathy Quality of Life Questionnaire and Its Association with Clinical Activity and Severity of Graves’ Ophthalmopathy by Cecilia Anggraini, Syntia Nusanti, Dicky Levenus Tahapary, Levina Chandra Khoe

“…The Cronbach’s alpha for the visual function subscale value was 0.971, the appearance subscale value was 0.993, and the total score was 0.986. …”
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A Monocular Vision-Based Safety Monitoring Framework for Offshore Infrastructures Utilizing Grounded SAM by Sijie Xia, Rufu Qin, Yang Lu, Lianjiang Ma, Zhenghu Liu

“…The experimental results and case study suggest that the framework has notable advantages, including low cost, convenient deployment with minimal maintenance, high detection accuracy, and strong adaptability to diverse application conditions, which brings a supplemental solution to research on offshore infrastructure safety.…”
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3D Robotics and LMM for Vineyard Inspection by S. Facenda, P. Trybała, L. Morelli, N. Padkan, N. Padkan, F. Remondino

“…The system, based on the Leo rover, is equipped with LiDAR, RGB cameras and GNSS-visual-inertial positioning, ensuring reliable operation in GNSS-degraded vineyard environments. …”
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Urine washing and urinary odour profiles in relation to dominance rank status in wild male capuchin monkeys (Cebus imitator) by Alice C. Poirier, Nelle K. Kulick, Suheidy Romero Morales, Marlen Kücklich, Brigitte M. Weiß, Claudia Birkemeyer, Anja Widdig, Amanda D. Melin, Katharine M. Jack

“…Urine plays an essential role in mammalian olfactory communication, although its potential role in primates has long been overlooked owing to focus on their visual adaptations for communication. Here, we combined behavioural and chemical data to test the role of urine in signalling male dominance in white-faced capuchins (Cebus imitator). …”
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Low-Cost Microalgae Cell Concentration Estimation in Hydrochemistry Applications Using Computer Vision by Julia Borisova, Ivan V. Morshchinin, Veronika I. Nazarova, Nelli Molodkina, Nikolay O. Nikitin

“…The system achieves rapid processing (under 30 s per image) and offers interpretability, allowing specialists to verify results visually. Key advantages include affordability, minimal hardware requirements, and adaptability to other microbiological applications. …”
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Enhanced RT-DETR with Dynamic Cropping and Legendre Polynomial Decomposition Rockfall Detection on the Moon and Mars by Panpan Zang, Jinxin He, Yongbin Yang, Yu Li, Hanya Zhang

“…The analysis of rockfall events provides critical insights for deciphering planetary geological processes and reconstructing environmental evolutionary timelines. Conventional visual interpretation methods that rely on orbiter imagery can be inefficient due to their massive datasets and subtle morphological signatures. …”
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Integrating AI-Driven Wearable Metaverse Technologies into Ubiquitous Blended Learning: A Framework Based on Embodied Interaction and Multi-Agent Collaboration by Jiaqi Xu, Xuesong Zhai, Nian-Shing Chen, Usman Ghani, Andreja Istenic, Junyi Xin

“…The emergence of the wearable metaverse offers a compelling solution, promising enhanced multisensory experiences and adaptable learning environments that transcend the constraints of conventional ubiquitous learning. …”
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Eugenol ameliorates uveitis in mice with experimental autoimmune encephalomyelitis through the suppression of key inflammatory genes by Sungmoo Hong, Kyungsook Jung, Meejung Ahn, Jeongtae Kim, Changjong Moon, Taekyun Shin

“…Visual impairment associated with uveitis is among the potential complications in multiple sclerosis (MS) and its animal model, experimental autoimmune encephalomyelitis (EAE). …”
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A Comparative Study of Metalepsis in the Novel and Film "The Book Thief" Based on the Model of Julian Hanebeck by Fatemeh Ahmadi, payam Zinalabedini

“…In today's era, since the desire to read and see postmodern works has increased, the need to recognize and adapt the characteristics of these works in literature and cinema is also developing. …”
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Lightweight Dual-Stream SAR–ATR Framework Based on an Attention Mechanism-Guided Heterogeneous Graph Network by Xuying Xiong, Xinyu Zhang, Weidong Jiang, Tianpeng Liu, Yongxiang Liu, Li Liu

“…LDSF uses a feature fusion subnetwork to adaptively fuse the dual-stream features to maximize the final classification performance. …”
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