AI-driven precision diagnosis and treatment in Parkinson’s disease: a comprehensive review and experimental analysis by Bhekisipho Twala

“…The emergence of artificial intelligence (AI) technologies offers unprecedented opportunities for precision diagnosis and personalized treatment strategies in PD management.ObjectiveThis study aims to comprehensively review current AI applications in Parkinson’s disease diagnosis and treatment, evaluate existing methodologies, and present experimental results from a novel multimodal AI diagnostic framework.MethodsA systematic review was conducted across PubMed, IEEE Xplore, and Web of Science databases from 2018 to 2024, focusing on AI applications in PD diagnosis and treatment. …”
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State-of-the-Art Fault Detection and Diagnosis in Power Transformers: A Review of Machine Learning and Hybrid Methods by Lebo Dina Mashifane, Bongumsa Mendu, Bessie Baakanyang Monchusi

“…The methodology comprised a detailed systematic process undertaken to gather, filter, and analyze relevant research papers using Scopus database, while VOSviewer, and bibliometrix tools were utilized for results analysis. …”
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Health Poverty Reduction Policies and Effectiveness Evaluation in China Since 2015: A Narrative Review by Junlong Li PhD, Tiancheng Zhao ME, Zhiling Liu MM, Li Chen MPH, Xiuli Wang PhD, Jay Pan PhD

“…China initially established a nationwide, systematic, and coordinated health poverty governance system, which demonstrated good PR effects. …”
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Flourishing the dimensions of children’s connectedness to nature and the school built environment: a mixed methods approach by Sonali Walimbe, Nandineni Rama Devi, Sumita Rege, Shantanu Chitgopkar, Vidyut Rajhans

“…Originality/value The systematic review identifies the need for research attention in this area in a developing country, India. …”
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Cryopreserved leukapheresis enables scalable and distributed CAR-T manufacturing: a multi-platform comparative study by Menglin Ren, Xiaodie Wang, Jiangrui Chen, Yuanjian Xu, Yan Sun, Tao Liu, Qijun Qian, Zenghui Xu

“…Subsequently, a systematic evaluation of the quality and functionality of cryopreserved leukapheresis was conducted. …”
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A predictive model for biomass waste pyrolysis yield: Exploring the correlation of proximate analysis and product composition by Sabah Mariyam, Mohammad Alherbawi, Gordon McKay, Tareq Al-Ansari

“…Overall, this study contributes to a deeper understanding of the complex interplay between process parameters and product yields in biomass pyrolysis, offering valuable insights for process optimization and sustainable resource utilization.…”
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Anatomic-hemodynamical types of recurrence of the lower extremities varicose disease by A. O. Guch, A. O. Bobrova

“…The investigation conducted have permitted to systematize the causes and signs of the disease. Objective criteria for prognostication of the varicose disease of the lower extremities recurrence may be applied for optimization of volume of primary surgical intervention and prophylaxis of its complications. …”
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Assessment and Enhancement of Coastal Community Resilience Strategies: A Case Study of Wuyuan Bay in Xiamen by Xu Mengjie, Liu Xingzhao, Xie Huili, Zhang Yang, Dai Hongxia, Zhou Yanhai, Huang Faming

“…For ecological water system development, the water conservation mechanisms of coastal wetland ecological barriers were systematically elucidated, and a synergistic optimization pathway for wetland protection and community water systems based on nature-based solutions was proposed. …”
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Social significance of rheumatic diseases, negative consequences for the health care system and ways of prevention by A. M. Lila, M. A. Korolev, I. N. Shchendrigin, K. V. Sapozhnikov, A. A. Lazarev, N. A. Sableva, D. G. Tolkacheva

“…The results of the systematic review may be useful for developing strategies for managing IIRDs and optimizing medical care for patients. …”
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A review of artificial intelligence applications in mobile communication networks from the perspective of the OSI-RM by ZHANG Jianwu, ZHANG Tianheng, ZHANG Qianhua, GUO Chunsheng, FU Jianfeng, ZHAN Ming

“…As the core infrastructure of modern information society, mobile communication networks face increasing challenges in their construction, management, and optimization due to their complexity. The open systems interconnection reference model (OSI-RM), with its layered structure, enables the modularization and standardization of network functions, providing a fundamental theoretical framework for the design and implementation of mobile communication networks and guiding the interoperability of multiple-protocols and multi-device systems. …”
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Ligature method for the treatment of anal fistula: a modern view on the old approach (literature review) by A. I. Musin, E. V. Antipova, A. A. Ulyanov, D. E. Kuznetsov

“…Despite a thousand-year history of anal fistula treatment, long-term outcomes have not been optimal, which encourages us to explore new surgical approaches. …”
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Tracking modifications to implementation strategies: a case study from SNaP - a hybrid type III randomized controlled trial to scale up integrated systems navigation and psychosoci... by Minh X Nguyen, Sophia M Bartels, Christopher F Akiba, Teerada Sripaipan, Ha TT Nong, Linh TH Dang, Ha V Tran, Van TH Hoang, Giang M Le, Vivian F Go, William C Miller, Byron J. Powell

“…Conclusions We demonstrated the feasibility of a systematic approach to tracking implementation strategies for a large-scale implementation trial in a low-resource setting. …”
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Efficacy of aerobic exercises for knee osteoarthritis: a network meta analysis of randomized clinical trials by Yuan Luo, Xiao Chen, Haibo Gong, Li Chen, Liyue Zhang, Shuqiang Li

“…To address this knowledge gap, we performed a systematic network meta-analysis to compare and rank the clinical efficacy of various aerobic exercise regimens for managing KOA. …”
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A One-Step Reverse Transcription PCR Assay for the Detection of Transmissible Gastroenteritis Virus Genome in Pigs by Fateh Singh, Katherukamem Rajukumar, Dhanapal Senthilkumar, Govindarajulu Venkatesh, Gopal Sarkar, Jaswant Patel, Rohit Sahu, Nourin Khan, Atul Kumar Pateriya, Vijendra Pal Singh, Aniket Sanyal

“…The gene construct was sub-cloned into the pTZ57R/T vector, enabling the synthesis of in vitro transcribed (IVT) RNA, which served as a TGEV-positive control for RT-PCR protocol optimization. …”
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Analysis of Friction Torque Characteristics of a Novel Ball–Roller Composite Turntable Bearing by Heng Tian, Weiwang Li, Xiuhua Shao, Zhanli Zhang, Wenhu Zhang

“…Axial clearance has a significant influence, and an optimal clearance value between the balls and rollers is determined. …”
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Identification of factors which interfere in the conditions of daily living of a community through community diagnoses by Maria do Carmo Andrade Duarte, Maria do Socorro Moura Lins Silva, Marga Simon Coler

“…For the nurse to develop a program or propose an intervention in a community, it is necessary to know those factors that interfere with the achievement and promotion of optimal health in that community and interact with the individuals in thin it. …”
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Orthodontic considerations for managing patients with functional movement disorders: a narrative review and clinical guide by Thikriat Al-Jewair, Ajola Zylalaj, Arash Poursattar Bejehmir

“…This narrative review outlines the clinical presentation of FMD, emphasizing its relevance in orthodontics and offering a clinical management guide.FindingsA systematic approach is proposed, detailing strategies from the initial screening visit through active treatment, retention, and post-retention stages. …”
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Exosome Source Matters: A Comprehensive Review from the Perspective of Diverse Cellular Origins by Yiru Chen, Weikun Qi, Zhenghao Wang, Feng Niu

“…This review introduces a novel cell type-oriented perspective to systematically analyze exosomal properties in regenerative therapies. …”
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The self-healing property of rock salt damage in underground gas storage: A review by Junsong Chang, Yaodong Qi, Ruixuan Yang, Tian Hao

“…Deep underground energy storage represents a crucial avenue for future energy reserve development. …”
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The effects of heart rate variability biofeedback on functional gastrointestinal disorders: a scoping review by Ashley G. Pereira, Lily Fu, William Xu, Armen A. Gharibans, Armen A. Gharibans, Armen A. Gharibans, Greg O’Grady, Greg O’Grady, Greg O’Grady

“…Their incidence is tied to multiple factors, including gut-brain axis imbalance, which includes autonomic dysregulation related to a relative withdrawal of vagal activity. Heart rate variability biofeedback (HRVB) is a non-invasive intervention that can influence autonomic activity and has shown benefit for diverse conditions including depression and anxiety, however the evidence of its effect has not yet been systematically assessed in FGIDs. …”
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