On the role of visual feedback and physiotherapist-patient interaction in robot-assisted gait training: an eye-tracking and HD-EEG study by Francesca Patarini, Federica Tamburella, Floriana Pichiorri, Shiva Mohebban, Alessandra Bigioni, Andrea Ranieri, Francesco Di Tommaso, Nevio Luigi Tagliamonte, Giada Serratore, Matteo Lorusso, Angela Ciaramidaro, Febo Cincotti, Giorgio Scivoletto, Donatella Mattia, Jlenia Toppi

“…Despite the recognized importance of FB in t-RAGT, the optimal role of the therapist in the complex patient-robot interaction is still unclear. …”
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MOIRA-UNIMORE Bearing Data Set for Independent Cart Systems by Abdul Jabbar, Marco Cocconcelli, Gianluca D’Elia, Davide Borghi, Luca Capelli, Jacopo Cavalaglio Camargo Molano, Matteo Strozzi, Riccardo Rubini

“…In industrial applications where hundreds of carts may operate simultaneously, monitoring a large number of bearings becomes highly complex, making fault identification and localization particularly difficult. …”
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Detection and Manipulation of Interaction Between Magnetic DyPc2 Molecules and Superconducting Pb(111) Surface by Jie Li, Zhen Xu, Yang He, Qianxi Yang, Haoyang Pan, Yudi Wang, Xin Li, Huamei Chen, Yansong Wang, Wenjie Dong, Shimin Hou, Xiong Zhou, Qian Shen, Song Gao, Kai Wu, Yongfeng Wang, Yajie Zhang

“…Abstract Lanthanide double‐decker phthalocyanine (LnPc2) complexes are highly coveted for their prospective uses in ultrahigh‐density data storage and quantum computing. …”
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Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

“…The Yalong River Basin, characterized by complex hydrological processes and diverse climatic influences, serves as the case study for model validation. …”
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The Effectiveness of a Topical Rosehip Oil Treatment on Facial Skin Characteristics: A Pilot Study on Wrinkles, UV Spots Reduction, Erythema Mitigation, and Age-Related Signs by Diana Patricia Oargă (Porumb), Mihaiela Cornea-Cipcigan, Silvia Amalia Nemeș, Mirela Irina Cordea

“…Skin aging is a complex process influenced by several factors, including UV exposure, environmental stressors, and lifestyle choices. …”
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An Unsupervised Learning Method for Radio Interferometry Deconvolution by Lei Yu, Bin Liu, Cheng-Jin Jin, Ru-Rong Chen, Hong-Wei Xi, Bo Peng

“…The resulting method is a novel, fully interpretable unsupervised learning approach that combines the mathematical rigor of CS with the expressive power of deep neural networks, effectively bridging the gap between deep learning and classical dictionary methods. …”
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Altitudinal Variations in Coniferous Vegetation and Soil Carbon Storage in Kalam Temperate Forest, Pakistan by Bilal Muhammad, Umer Hayat, Lakshmi Gopakumar, Shuangjiang Xiong, Jamshid Ali, Muhammad Tariq Badshah, Saif Ullah, Arif UR Rehman, Qun Yin, Zhongkui Jia

“…Understanding the complex interplay among altitudinal gradients, tree species diversity, structural attributes, and soil carbon (C) is critical for effective coniferous forest management and climate change mitigation. …”
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Design of a Wearable Exoskeleton Piano Practice Aid Based on Multi-Domain Mapping and Top-Down Process Model by Qiujian Xu, Meihui Li, Guoqiang Chen, Xiubo Ren, Dan Yang, Junrui Li, Xinran Yuan, Siqi Liu, Miaomiao Yang, Mufan Chen, Bo Wang, Peng Zhang, Huiguo Ma

“…This study designs and develops a wearable exoskeleton piano assistance system for individuals recovering from neurological injuries, aiming to help users regain the ability to perform complex tasks such as playing the piano. While soft robotic exoskeletons have proven effective in rehabilitation therapy and daily activity assistance, challenges remain in performing highly dexterous tasks due to structural complexity and insufficient motion accuracy. …”
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Identification of therapeutic targets for chronic kidney disease through Mendelian randomization analysis of druggable genes by Run-Sen Liang, Jin-Qi Su, Xiang-Qi Wu, Qi Wang, Yong-Mei Cai, Hong-Yong Su, Ji-Xin Tang, Cui-Wei Yao

“…Abstract Chronic Kidney Disease (CKD) is a multifaceted and gradually advancing condition characterized by a complex pathogenesis. The current therapeutic options for CKD remain limited in efficacy. …”
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Family protection motivation and economic vulnerability: a network analysis of public influenza risk perception, education and mitigation strategies in China by Cheng Yang, Cheng Yang, Jiawei Li, Jiawei Li, Xianqiong Feng, Xianqiong Feng, Shaoyu Su, Shaoyu Su, Qin Zeng, Qin Zeng

“…Conventional linear models fail to capture the complex interactions between risk cognition, family protection motivation, and socioeconomic vulnerability—particularly within collectivist contexts like China. …”
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Advancing One Health governance structures at the regional level – lessons learned from the Economic Community of West African States by Gilbert Fokou, Jakob Winter, Virgil Kuassi Lokossou, Hassane Adakal, Raoul Kouame, Djane Dit Fatogoma Adou, Vivian Iwar, Issiaka Sombie, Melchior Athanase Aïssi, Klaas Dietze, Bassirou Bonfoh

“…Abstract The One Health (OH) approach mobilises collaboration among sectors, disciplines, and communities to foster health and well-being and tackle health, livelihood, and ecosystem threats. The complex interplay between multiple stakeholders and multiscale institutions requires leadership and governance systems to coordinate collaborative operations. …”
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Prospectively investigating the impact of AI on shared decision-making in post kidney transplant care (PRIMA-AI): protocol for a longitudinal qualitative study among patients, thei... by Peter Dabrock, David Samhammer, Zeineb Sassi, Sascha Eickmann, Sebastian Möller, Roland Roller, Bilgin Osmanodja, Aljoscha Burchardt, Klemens Budde, Anne Herrmann

“…Implementing shared decision-making (SDM) into clinical practice can be challenging and becomes even more complex with the introduction of artificial intelligence (AI) as a potential actant in the communicative network. …”
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A comprehensive analysis of forest restoration practices across Europe: Ecological, economic, social and policy dimensions by M. Menéndez-Miguélez, A. Rubio-Cuadrado, J. Bauhus, I. Cañellas, T. Crowther, S. de-Miguel, M. Erdozain, J. Hoffmann, K. Kremer, M. Sotirov, K. Lapin, T. Lundhede, S. Jacobs, E. Schatzdorfer, L. Werden, I. Alberdi

“…To address this knowledge gap we gathered information on the ecological, economic, social and policy challenges faced by restoration practitioners across Europe using a widely distributed online survey.Based on the 398 responses received from practitioners working in 31 countries we assessed how practical and scientific knowledge form an integral part of restoration initiatives. …”
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Combining the uncombinable: corporate memories, ethnobiological observations, oceanographic and ecological data to enhance climatic resilience in small-scale fisheries by Isabel Garibay-Toussaint, Isabel Garibay-Toussaint, Carolina Olguín-Jacobson, C. Brock Woodson, Nur Arafeh-Dalmau, Nur Arafeh-Dalmau, Jorge Torre, Stuart Fulton, Fiorenza Micheli, Fiorenza Micheli, Ryan O’Connor, Ryan O’Connor, Magdalena Précoma-de la Mora, Arturo Hernández-Velasco, Nemer E. Narchi

“…Despite advances in meteorological predictions, many communities lack the academic knowledge or infrastructure to interpret these complex models. This gap highlights the need for solutions that make climate forecasts more accessible and actionable, especially for communities reliant on natural resources. …”
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Mark loss can strongly bias estimates of demographic rates in multi-state models: a case study with simulated and empirical datasets by Touzalin, Frédéric, Petit, Eric J., Cam, Emmanuelle, Stagier, Claire, Teeling, Emma C., Puechmaille, Sébastien J.

“…In particular, multi-state models, which offer flexibility in analysing complex study systems, have gained popularity within the ecological community. …”
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THE ESSENCE OF AN IMAGE IN ENGLISH-AMERICAN IMAGISM: SINGULAR VERSUS UNIVERSAL by Yevheniya S. Chernokova.

“…The paper is aimed at filling the gap in learning the formative image peculiarities of the English and American Imagistic poetry by analyzing the correspondence of the internal and the external and their correlation. …”
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Designing a multi-epitope vaccine candidate against human rhinovirus C utilizing immunoinformatics approach by Tajul Islam Mamun, Tajul Islam Mamun, Md. Ahad Ali, Md. Nazmul Hosen, Jillur Rahman, Md. Anwarul Islam, Md. Golam Akib, Kamruz Zaman, Md. Masudur Rahman, Md. Masudur Rahman, Ferdaus Mohd Altaf Hossain, Ferdaus Mohd Altaf Hossain, Samir Ibenmoussa, Mohammed Bourhia, Turki M. Dawoud

“…Here, we present a novel approach to address this gap by employing immunoinformatics techniques for the design of a multi-epitope-based vaccine against HRV-C. …”
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Exploration of the relationships between the information and communication technology (ICT) and the education system in Morocco by Abdelkarim Taam, Amine Amar, Brahim Hmedna, Khalid Benabbes, El Menzhi Kaoutar, Rachid Daoudi, Adil El Makrani

“…Indeed, integrating ICTs in education is a complex task due to its dynamic nature. To address this gap, the current paper shed light on the integration of ICTs in the education system in Morocco and aims to understand the perception of Moroccan teachers vis-à-vis the integration of ICT in primary and secondary education levels. …”
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Stakeholder perspectives on the effects of environmental and socio-economic factors on children's health and learning: a qualitative study in Greater Manchester, England by Sarah Daniels, Hua Wei, Anne Clayson, Martie van Tongeren, Thomas Bannan, Melanie Carder, Luke Munford, Nicola Gartland

“…The rise in Special Educational Needs (SEN) and cognitive issues, particularly evident post-COVID, and the role of environmental factors was considered as a gap in knowledge.ConclusionThis study highlights the complex relationship between air pollution, socio-economic disparities, and children's health in GM. …”
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Coaching: An Effective Approach to Facilitate Performance, Learning and Advancement of Medical Students by Fariba Asgari, Hojjat Houshyari khah, Marzieh Shayestehfard

“…This improvement aims to support learners in enhancing their capabilities and achieving effective performance in the current complex environment, enabling them to act as agents of change and respond to social and organizational needs (1). …”
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