Cohort profile: the East London Health and Care Partnership Data Repository: using novel integrated data to support commissioning and research by George Howard, Kamaldeep Bhui, Amy Ronaldson, Evangelos Chandakas, Qiongwen Kang, Katie Brennan, Aminat Akande, Irene Ebyarimpa, Eleanor Wyllie, Richard Fradgley, Mark Freestone

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Antecedents to aggression and the use of coercive measures in inpatient mental health settings: a scoping review protocol by Johan Siqveland, Mette Senneseth, Njål Herman E Sterri, Øyvind Lockertsen, Tonje Lossius Husum, Veronica Lockertsen

“…This review seeks to address this gap by systematically mapping the evidence of these antecedents and exploring their relationship, providing a foundation for future research.Inclusion criteria Studies included were those published from 2014 to the present in the English language, focusing on either adult mental health inpatients or mental healthcare professionals aged 18 years or older involved in episodes of aggression or exposure to coercive measures in both acute and long-term inpatient mental health settings. …”
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Gyroscope-Based Smartphone Model Identification via WaveNet and EfficientNetV2 Ensemble by Erkan Kiymik, Ali Emre Ozturk

“…These findings indicate the potential of gyroscope data in device fingerprinting and may provide a foundation for future advancements in mobile device security and authentication.…”
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Reinforcement Learning-Driven Intelligent Truck Dispatching Algorithms for Freeway Logistics by Xiao Jing, Xin Pei, Pengpeng Xu, Yun Yue, Chunyang Han

“…These results demonstrate the potential of reinforcement learning in revolutionizing freeway logistics and should lay a foundation for future research in intelligent logistics systems.…”
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Single-cell chromatin accessibility landscape profiling reveals the diversity of epigenetic regulation in the rat nervous system by Peiyao Ma, Shanshan Duan, Wen Ma, Qiuting Deng, Yeya Yu, Peng Gao, Yue Yuan, Chuanyu Liu

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Flexi-Bar Training for Restoring Muscle Strength in Postpartum Women: A Pre-Post design by Aishwarya Nitin Sonwane, Shrajal Shetty, Sakshi Shekhar

“…These findings enhance our understanding of effective interventions for postpartum muscle strengthening and provide a foundation for future investigations.…”
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Overcoming single-technology limitations in digital heritage preservation: A study of the LiPhoScan 3D reconstruction model by Yao Wang, Wei Bi, Xiaodong Liu, Yan Wang

“…Future research will incorporate parallel computing and efficient data processing methods to further enhance the model’s computational efficiency.…”
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Morphometrics and Reproductive Characteristics of the Freshwater Crab Sartoriana spinigera from the Habitat of Ratargul Swamp Forest, Bangladesh: An Approach to Conservation by Sanjida Akther, Mohammad Amzad Hossain, Debasish Pandit, Thouhidur Rahman Chowdhury, Sohel Mian

“…In conclusion, the research will serve as a foundation for future research work on freshwater crab species as well as the conservation and maintenance of the ecological balance of this species in the Ratargul freshwater swamp forest.…”
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A review of research progress on disease burden of foodborne aflatoxins by Mei QIN, Jinyao CHEN, Lishi ZHANG, Jiao HUO, Yang SONG, Li CHENG

“…This article reviews the progress of foodborne AF disease burden research from 2010 to 2023, providing a foundation for more comprehensive disease burden studies in the future.…”
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The paradox of resource-richness: unraveling the effects on financial markets in natural resource abundant economies by Muhammad Imran, Muhammad Kamran Khan, Salman Wahab, Bilal Ahmed, Zhang Jijian

“…These insights advocate for regionally specific policies and lay a solid foundation for future research and informed policymaking that address financial inclusion challenges and advance sustainable development. …”
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Artificial intelligence‐driven change redefining radiology through interdisciplinary innovation by Runqiu Huang, Xiaolin Meng, Xiaoxuan Zhang, Zhendong Luo, Lu Cao, Qianjin Feng, Guolin Ma, Di Dong, Yang Wang

“…Additionally, the current utilization of deep learning is reviewed, and future advancements through multimodal foundation models and Generative Pre‐trained Transformer are anticipated.…”
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Effectiveness of areca nut and products containing areca nut cessation interventions: A network meta-analysis by Anusa Arunachalam Mohandoss, Rooban Thavarajah

“…The present evidence-based insights provided by this NMA could serve as a foundation for designing future trials and guiding clinical decision-making and policy development.…”
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Detection of Dissolved Carbon Monoxide in Transformer Oil Using 1.567 μm Diode Laser-Based Photoacoustic Spectroscopy by Qu Zhou, Chao Tang, Shiping Zhu, Weigen Chen, Xiaojuan Peng

“…All results lay a solid foundation for exploring a portable and tunable CO gas PAS detection device for practical application in future.…”
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Exploring variation in the six-month review for stroke survivors: a national survey of current practice in England by Rich Holmes, Suzanne Ackerley, Rebecca J Fisher, Louise A Connell

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Skills development for sustainable career planning in Bangladesh: the case of gender equality in education by Md Jahangir Alam, Md Abul Hafaz, Firuz Humayra Methe

“…This study provides valuable contributions to scholars, stakeholders and policymakers while establishing a foundation for future research endeavors.…”
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Autonomous Emergency Gliding Landing Guidance and Control of Tilt-Wing Electric Vertical Take-Off and Landing for Urban Air Mobility Missions Using Control Barrier Functions by Liqun Ma, Yangchen Ding, Jianzhong Yang

“…This study not only advances the understanding of emergency landing mechanisms for eVTOLs but also contributes to the broader field of urban air traffic management, offering a foundation for future research and practical implementations of UAM. …”
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PARENT – ASSESSMENT OF PARENTAL ATTITUDES REGARDING EXERCISE AND NEUROMUSCULAR THERAPY IN ROMANIA by Cherecheș Ștefania, Bulduș Codruța Florina

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Explaining the chronopolitical pattern of relations between Iran and Iraq by masoud malekian dolat abadi, gholamhosein heidari, farhad hamzeh

“…While it is challenging to make definitive predictions regarding the future of relations between the two countries from a chronopolitical perspective, emerging signs suggest a trend toward diminished cooperation and increased competition, influenced by a multitude of variables. …”
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Emerging trends and effective strategies in STEM teacher professional development: A systematic review by Nadia Rehman, Xiao Huang, Amir Mahmood, Hafiz Muhammad Ihsan Zafeer, Nhelbourne Kalim Mohammad

“…These insights provide a foundation for refining STEM TPD programs in China, calling for more empirical and holistic evaluations in future research.…”
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Emotional Burnout, Perceived Sources of Job Stress, Professional Fulfillment, and Engagement among Medical Residents in Malaysia by Sami Abdo Radman Al-Dubai, Kurubaran Ganasegeran, Wilson Perianayagam, Krishna Gopal Rampal

“…Although this study was limited by its cross-sectional design, its findings posit a sufficient foundation to relevant authorities to construct, amend, and amalgamate existing and future policies.…”
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