Data Interpretation in Structural Health Monitoring: Toward a Universal Language by Magda Ruiz, Óscar Gualdrón, José A. Peral Mondaza, Luis Eduardo Mujica Delgado

“…Using case studies from SHM, the paper illustrates how subjective decisions in variable selection, cluster labels, preprocessing, and modeling introduce biases that affect the outcomes. …”
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Evaluation of microplate handling accuracy for applying robotic arms in laboratory automation by Yoritaka Harazono, Haruko Shimono, Kikumi Hata, Toutai Mitsuyama, Takaaki Horinouchi

“…The results of these experiments are expected to serve as benchmarks for the selection of robot arms for laboratory automation in biology. …”
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Stiffness and Strength-Related Sustainability Assessment of Natural Fibers for Injection Molded Composites by Jan-Marten Sprenger, Katharina Albrecht, Nikolay Minkov, Matthias Finkbeiner, Lea Schönfeld, Katharina V. Meyer, Jörg Müssig

“…An integrated tool has been developed to incorporate material performance metrics into sustainability assessments to improve sustainable material selection, addressing the “LCA paradox.” This property-specific assessment framework enables multidisciplinary collaboration and supports the development of environmentally optimized natural fiber composites for injection molding and other applications.…”
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Characteristics of Acupuncture Intervention for Chemotherapy-induced Peripheral Neuropathy Prevention: A Scoping Review of Clinical Trials by Alice Feng, Mingxiao Yang, Weidong Lu, Wanqing Iris Zhi, Ting Bao

“…Future studies should establish standardized acupuncture protocols through expert opinions and multidisciplinary collaboration for clinical validation.…”

Pragmatic Approach to Hepatocellular Carcinoma Diagnosis in High-Incidence, Resource-Limited Settings in Africa by Gregory D. Kirk, Sara Nsibirwa, Jim K. Aizire, Redeat L. Assefa, Antonio Bandala-Jacques, Jackson Orem, Tongai Maponga, Moussa Seydi, Gilles Wandeler, Amir Mohareb, David L. Thomas, Fred Okuku, Emmanuelle Ochola, Ponsiano Ocama

“…This definition can be readily implemented and can support regional collaborative efforts to develop novel diagnostics and improved treatments to ameliorate the heavy HCC burden.…”
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Crisis Intervention Team Mental Health Training for Law Enforcement Officers: Protocol for a Multi‐Site, Randomized, Controlled Trial by Michael T. Compton, Elisabeth Jackson, En Fu, Howard F. Andrews, Ron Bruno, Erin Comartin, Hanga Galfalvy, Don Kamin, Leah G. Pope, Eduardo Vega, Amy C. Watson

“…The Crisis Intervention Team (CIT) model is a collaborative approach that includes a 40‐h training of officers who self‐select to become CIT officers. …”
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Corporate Governance in State-Owned Enterprises: A Bibliometric Analysis of Key Theories and the Current State of Debate by STĂNILĂ Manuel-Victoraș, PROFIROIU Constantin-Marius, BURLACU Sorin, BOKOR Edita-Carmen

“…The methodology is based on the selection and coding of over 300 relevant articles, followed by the visualization of keyword co-occurrence networks and collaborations between authors and institutions. …”
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Computer Vision as a Tool to Support Quality Control and Robotic Handling of Fruit: A Case Study by Estêvão Vale Filho, Luan Lang, Martim L. Aguiar, Rodrigo Antunes, Nuno Pereira, Pedro Dinis Gaspar

“…This article enhances the application of computer vision with collaborative robotics to create a non-destructive system. …”
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Jigsaw large classroom teaching for medical students: An active learning strategy for studying pathology: A quasi-experimental Study by Ganga S Pilli, Madhuri Dindalkoppa, Prajna K Shetty, Shivani S Rao, Vivek V Mannammanavar, Priyanka S Murgod

“…On the day of the jigsaw activity, students from each group were randomly selected to explain the subtopic to the whole class. …”
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Application of “Internet +” continuous emotion management training in patients with depression by Yanping Zhang, Jiaxin Wang, Linlin Qiao, Yating Li, Runing Hou, Xiaojing Gu, Jingyuan Zhao, Fang Yan

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The impact of BRICS expansion on rivalries in West Asia and North Africa by Imad Mansour, Abdelhadi Baiche

“…Core among these interests is to ameliorate global structural exchange inequalities through reforms to global governance architectures and encouraging collaboration among members. Reforms and collaborative work aim at improving economic conditions in the GS, which is a long-standing local demand. …”
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A seismic random noise suppression method based on CNN-Mamba by Xiujuan WEI, Xingye LIU, Huailai ZHOU

“…This limitation results in insufficient collaborative optimization between local details and macroscopic structures during denoising, further reducing the noise suppression accuracy. …”
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Defining youth-centred practice in mental health care by Alec Cook, Renee Hunt, Jennifer Silcox, Eugenia Canas, Arlene G. MacDougall

“…At the core, YCPs are collaborative. There is a shift from the dynamic of “practitioner as expert” to one that provides YEA a sense of agency and autonomy to make informed decisions regarding their care.…”
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The availability and functionality of medical equipment and the barriers to their use at comprehensive specialized hospitals in the Amhara region, Ethiopia by Alem Endeshaw Woldeyohanins, Nigatu Mihretu Molla, Abibo Wondie Mekonen, Abrham Wondimu

“…Therefore, to improve healthcare service delivery, collaborative efforts and targeted interventions are essential in optimizing the availability and functionality of medical equipment at each and every health facility.…”
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Studies on cognitive performance among older people living with HIV in eastern Europe and central Asia: a scoping review by Danielle C Ompad, Deborah R Gustafson, Esma Imerlishvili, Mamuka Djibuti, Mariam Pashalishvili

“…Studies assessing cognition among PLWH related to traumatic brain injury, brain tumours, COVID-19, meningitis, neurosyphilis and/or other central nervous system infections were excluded.Source of evidence We searched for relevant data published up to March 2025 using four online databases (PubMed, CINAHL, Web of Science and PsycINFO).Charting methods Covidence, a web-based collaborative software platform, was used for data screening and extraction. …”
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Students as co-designers in health professional education: a scoping review by Élodie Ambrosetti, Cyrille Gaudin, Simon Flandin, Germain Poizat

“…We then conducted a qualitative and descriptive analysis of the selected articles to examine how the principle of students as co-designers is portrayed and investigated in health professional education. …”
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Addressing the near absence of formal governance in service provision: governance practices thriving in informal settlements by Ivy Chumo, Caroline Kabaria, Rosie Steege, Noemia Teixeira de Siqueira Filha, Alex Shankland, Helen Elsey, Penelope A. Phillips-Howard, Blessing Mberu

“…These informal actors create a networked governance system through self-organization and collaboration, often responding to the immediate needs of residents. …”
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Sedentary-related abdominal fat accumulation reduced by administrating heat-treated Bacillus subtilis-derived postbiotic by Mi Wang, Feng He, Weishuang Meng, Zeliang Chen, Zeliang Chen, Huijie Yang, Shi Qi Xu, Dang De Xin, Desheng Li

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Psychology of color, integration of local culture and effect of infographics on English language learning by Intakhab Alam Khan

“…They further contend that the infographic instruction offers choices for the utilization of collaborative activities. In addition, the infographics enhance students' performance as a whole as also supported by Alrwele (2017). …”
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A scoping review on the obstacles faced by beta thalassemia major patients in Pakistan- Matter of policy investment by Ali Hussain Ansari, Saqib Hussain Ansari, Mubarak Jabeen Salman, Muhammad Usman Hussain Ansari, Rawshan Jabeen

“…Then, the reviewers created a spreadsheet using Microsoft Excel to add in the data from the studies selected. Inductive and deductive approaches were used for thematic analysis. …”
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