A scoping review of advancements in machine learning for glaucoma: current trends and future direction by Jiatong Zhang, Bocheng Tian, Mingke Tian, Xinxin Si, Jiani Li, Ting Fan

“…This review was conducted following the scoping review of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) extension to showcase advancements in the application of machine learning in glaucoma research and treatment.ResultsWe employed a comprehensive search strategy to retrieve literature from the Web of Science Core Collection database, ultimately including 3,581 articles in the analysis. …”
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Exercise Intervention in Autonomic Function, Immunity, and Cardiovascular Health: A Precision Medicine Approach by Jianyu Li, Junbei Bai, Guochun Liu, Ziyan Zhu, Chunmei Cao

“…This systematic review explores the bidirectional regulatory mechanisms of exercise interventions on the autonomic nervous system–immune axis and examines the potential applications of precision medicine in optimizing exercise prescriptions and clinical translation. …”
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Synthesizing Efficiency Tools in Radiotherapy to Increase Patient Flow: A Comprehensive Literature Review by Duvern Ramiah, Daniel Mmereki

“…A comprehensive literature review following some steps of systematic review (SLR) was performed using the Web of Science (WoS), PubMed, and Scopus databases. …”
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Quantifying Social Justice in Energy Transition: A Policy-Driven Assessment Framework for China by Siqing Shan, Yinong Li, Yangzi Yang, Haoyuan Zhang, Junze Li

“…These findings offer policy implications for achieving a just and inclusive energy transition. The proposed ETSJF and ETPII enable the systematic monitoring of social justice progress and offer methodological tools for policymakers to optimize energy transition policies through data-driven decision-making.…”
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Dental zirconia residuals recycling: processes, applications, and future perspectives: a scoping review by Ahmed Yaseen Alqutaibi, Hatem Hazzaa Hamadallah, Aseel Mohammed Aloufi, Ayman Thamer Alharbi, Rawan Mohammed Alaydaa, Mohammed Ahmed Alghauli

“…Eligible sources included peer-reviewed articles, theses, and conference papers, with no restrictions on time or language; unrelated studies and opinion pieces were excluded. A systematic search was conducted across PubMed, Scopus, and Web of Science databases, as well as relevant grey literature. …”
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The Role of Transcranial Direct Current Stimulation in Chronic Shoulder Pain: A Scoping Review by Roberto Tedeschi, Federica Giorgi, Danilo Donati

“…Methods: This scoping review followed the Joanna Briggs Institute (JBI) framework and PRISMA-ScR guidelines. A systematic search was conducted across MEDLINE, CENTRAL, Scopus, PEDro, and Web of Science to identify studies evaluating the effects of tDCS on pain and function in adults with rotator cuff disorders, myofascial pain syndrome (MPS), or subacromial pain syndrome (SAPS). …”
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Evidence‐Based Recommendations for Dietary Supplementation During Pregnancy: Is It Time for a Product Recall? by Leona Cilar Budler, Marija Spevan, Kata Ivanisevic, Marko Budler

“…Objective This study aimed to review the evidence on the impact of dietary supplementation on maternal and infant outcomes and to provide evidence‐based recommendations for dietary supplementation during pregnancy. Methods A systematic search, analysis, and synthesis of randomized controlled trials (RCTs) were conducted between October and January 2022. …”
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A Robust Ensemble Model for Plant Disease Detection Using Deep Learning Architectures by Fida Zubair, Moutaz Saleh, Younes Akbari, Somaya Al Maadeed

“…Advanced data augmentation techniques were employed to improve model generalization, while a systematic ablation study validated the efficacy of key architectural choices. …”
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A review of research advances in the modulation of olfactory receptors for COPD inflammation and airway remodeling by Zhihao Zhu, Daohui Gong, Yue Chen, Ming Yuan, Hang Qian, Binfeng He, Guansong Wang

“…Chronic obstructive pulmonary disease (COPD), as the third leading cause of global mortality, presents complex pathological mechanisms and imposes a substantial health burden. Emerging evidence reveals that olfactory receptors (ORs), traditionally associated with odor detection, exhibit non-canonical regulatory functions in COPD pathogenesis. …”
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Wastewater Denitrification with Solid-Phase Carbon: A Sustainable Alternative to Conventional Electron Donors by Dorsa Barkhordari, Jithin Mathew, Basem Haroun, Lars Rehmann, Sudhir Murthy, Domenico Santoro

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The application of vibration tactile stimulation in hand motor imagery paradigm: a pilot study by Wenbin Zhang, Aiguo Song, Hexuan Hu, Minmin Miao, Baoguo Xu

“…Tactile stimulation has been proposed as a potential method to enhance MI performance; however, integrating such stimulation in real-time MI tasks remains challenging due to the spontaneous nature of MI.Objective This study aimed to investigate the real-time effects of bilateral vibration tactile stimulation on the performance of left and right hand MI paradigms using a controlled trial with healthy subjects.Methods Fourteen healthy subjects participated in MI tasks under two conditions: without vibration stimulation and with bilateral vibration stimulation. …”
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ADVANCED LARYNGEAL CANCER (LITERATURE REVIEW) by Z. A-G. Radzhabova, M. A. Kotov, M. A. Ebert, A. S. Mitrophanov, M. A. Radzhabova, E. V. Levchenko

“…A systematic literature search was conducted in the electronic databases Medline, Cochrane Library, and Elibrary in the interval time between 1987 and 2016.Conclusions. …”
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Solitary fibular metastasis from lung adenocarcinoma with gene mutation: a case report by Jiechen Chen, Ahmad Alkhatatbeh, Yinbing Lin, Xiaolin Lu, Bin Chen, Hongjiang Chen, Xiaohui Lu, Hansheng Wu, Jun Hu

“…Solitary fibular metastasis from lung adenocarcinoma is exceedingly rare, with only five documented cases. This report presents a 40-year-old non-smoking Asian male who initially presented with painful swelling in the right knee. …”
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Retrospective and prospective: insights from a decade of anesthesiology trends for perioperative health care by Wenjie Xu, Zizheng Suo, Yinyin Qu, Bowen Zhou, Yuxiang Zheng, Cheng Ni

“…This study analyzes research trends in anesthesiology over the past decade (2013–2023) by conducting a systematic keyword analysis of articles published in leading anesthesia journals, including Anesthesia, British Journal of Anesthesia, Anesthesiology, Journal of Clinical Anesthesia, and Anesthesia & Analgesia. …”
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Perioperative Chemo/Immunotherapies in Lung Cancer: A Critical Review on the Value of Perioperative Sequences by Thoma’ Dario Clementi, Francesca Colonese, Stefania Canova, Maria Ida Abbate, Luca Sala, Francesco Petrella, Gabriele Giuseppe Pagliari, Diego Luigi Cortinovis

“…Although these perioperative strategies represent a paradigm shift in treatment, promising durable responses are offset by persistent recurrence, emphasizing the necessity for optimized treatment sequencing, duration, and the identification of predictive biomarkers. …”
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The Molecular Recognition of Lurasidone by Human Serum Albumin: A Combined Experimental and Computational Approach by Nevena Živković, Emina Mrkalić, Ratomir Jelić, Jovica Tomović, Jadranka Odović, Marina Ćendić Serafinović, Miroslav Sovrlić

“…Results: This study revealed a systematic decrease in HSA fluorescence intensity with increasing LUR concentration, indicating a static quenching mechanism driven by non-fluorescent complex formation. …”
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Antithrombotic strategies after transcatheter aortic valve replacement a network meta-analysis by Mengxiao Shi, Ying Wu, Qing Zhou, Qing Zhou

“…We conducted a network meta-analysis of randomized controlled trials to clarify the best postoperative antithrombotic regimen. …”
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Application of machine learning for real-time water quality monitoring in developing countries: A review by Samson Otieno Ooko, Laura Cheptegei, Simon M. Karume

“…To fill the gap, this study systematically reviews the application of Machine Learning (ML) and the Internet of Things (IoT) for water quality monitoring, with a special focus on TinyML’s potential for resource-constrained environments. …”
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Aspirin for the extended prevention of venous thromboembolism: a meta-analysis and trial sequential analysis by Michele Carron, Enrico Tamburini, Tommaso Pettenuzzo, Francesco Zarantonello, Elena Campello, Paolo Navalesi, Paolo Simioni

“…Aspirin may provide an alternative for extended VTE prophylaxis, but its risk-benefit profile remains unclear. We conducted a systematic review and meta-analysis of randomized controlled trials, following PRISMA guidelines, to evaluate aspirin’s efficacy and safety for extended VTE prevention. …”
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Sitting vs. squatting: a scoping review of toilet postures and associated health outcomes by Niloofar Rahgoshay, Mohammad Rahdar, Laleh Nikoo, Hadi Daneshmandi

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