Predictive Modeling of Acute Respiratory Distress Syndrome Using Machine Learning: Systematic Review and Meta-Analysis by Jinxi Yang, Siyao Zeng, Shanpeng Cui, Junbo Zheng, Hongliang Wang

“…ObjectiveThis study aims to evaluate the performance of existing ARDS prediction models through a systematic review and meta-analysis, using metrics such as area under the receiver operating characteristic curve, sensitivity, specificity, and other relevant indicators. …”
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Efficacy and safety of stem cells in the treatment of glaucoma: systematic review and meta-analysis based on animal experiments by Danning Wu, Yanjing Liu, Xia Zhang, Ruixuan Zhang, Shaopeng Wang, Hui Lu, Tao Yue

“…Given the severity of glaucoma-induced ocular structural damage, it underscores the significance of stem cell transplantation as a secure and promising therapeutic option with notable neuroprotective potential, despite existing translational challenges regarding optimal cell sources, delivery routes, and long-term safety profiles.Systematic Review Registrationwww.inplasy.com, identifier 202520023…”
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Unveiling the Potential of Large Language Models in Transforming Chronic Disease Management: Mixed Methods Systematic Review by Caixia Li, Yina Zhao, Yang Bai, Baoquan Zhao, Yetunde Oluwafunmilayo Tola, Carmen WH Chan, Meifen Zhang, Xia Fu

“… BackgroundChronic diseases are a major global health burden, accounting for nearly three-quarters of the deaths worldwide. …”
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Effects of Prehabilitation With Advanced Technologies in Patients With Musculoskeletal Diseases Waiting for Surgery: Systematic Review and Meta-Analysis by Stefania Guida, Jacopo Antonino Vitale, Eva Swinnen, David Beckwée, Silvia Bargeri, Federico Pennestrì, Greta Castellini, Silvia Gianola

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Effectiveness of Telemedicine Interventions on Motor and Nonmotor Outcomes in Parkinson Disease: Systematic Review and Network Meta-Analysis by Jiejie Dou, Junyu Wang, Xianqi Gao, Guotuan Wang, Ying Bai, Yixin Liang, Kunyi Yang, Yong Yang, Lin Zhang

“…ObjectiveThis paper aimed to evaluate the effectiveness of telemedicine interventions on motor and nonmotor outcomes in PD and compare the efficacy of e-Exercise, e-Cognitive, and e-Visits. MethodsA systematic review and network meta-analysis were conducted by searching PubMed, MEDLINE, Embase, Cochrane CENTRAL, and Web of Science through November 2024. …”
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Effectiveness of Virtual Reality Technology Interventions in Improving the Social Skills of Children and Adolescents With Autism: Systematic Review by Xipeng Yang, Jinlong Wu, Yudan Ma, Jingxuan Yu, Hong Cao, Aihua Zeng, Rui Fu, Yucheng Tang, Zhanbing Ren

“…Our findings indicate that VR interventions have a positive effect on improving social skills in children and adolescents with ASD. …”
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Leveraging inter-organizational networks to scale up a sepsis recovery program: results from an application of the Making Optimal Decisions for Intervention Flexibility during Impl... by Cheyenne R. Wagi, Marc A. Kowalkowski, Stephanie P. Taylor, Aliza Randazzo, Asha Ganesan, Amit Khanal, Sarah A. Birken

“…Conclusions We used MODIFI, a state-of-the-science method, to adapt a program that was effective in promoting transition and recovery in sepsis survivors to facilitate its scale-up to diverse hospitals. …”
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Process optimization of gravity sand casting process for thin-walled castings of Al–7Si-0.5 Mg alloy using a coupled simulation-experiment method by Zhijie Guo, Dong-Rong Liu, Hongyu Bao, Zhenpeng Pu, Yicheng Feng, Erjun Guo

“…Optimizing casting parameters serves as a crucial method for reducing porosity and misrun defects during solidification of thin-walled castings. …”
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Towards Automated Cadastral Map Improvement: A Clustering Approach for Error Pattern Recognition by Konstantinos Vantas, Vasiliki Mirkopoulou

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Tailoring Ni-based poly-metallic catalysts for enhanced CO2 methanation through a Simplex-Centroid Mixture Design (SCMD) by Oscar E. Medina, Andrés A. Amell, Diana López, Alexander Santamaría

“…The study explored the development and optimization of Ni-based polymetallic catalysts for CO₂ methanation using a systematic Simplex-Centroid Mixture Design (SCMD). …”
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Applied AMT machine learning and multi-objective optimization for enhanced performance and reduced environmental impact of sunflower oil biodiesel in compression ignition engine by Ali A. Al-jabiri, Hyder H. Balla, Mudhaffar S. Al-zuhairy, Hussein Alahmer, Ahmed Al-Manea, Raed Al-Rbaihat, Ali Alahmer

“…Subsequently, this study explores the application of an alternating model tree (AMT) machine learning algorithm to establish relationships between independent factors, specifically torque and biodiesel volume (%vol), and dependent variables, including BTE, BSFC, CO, and NOx in a combustion engine. Additionally, the study employs a multi-objective ameliorative whale optimization algorithm (AWOA) to optimize the model's output. …”
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Differentiating Latent Tuberculosis from Active Tuberculosis Through Activation Phenotypes and Chemokine Markers HLA-DR, CD38, MCP-1, and RANTES: A Systematic Review and Meta-Analy... by Chaimae Kadi, Narjisse Ahmadi, Anass Houdou, Imad El Badisy, Oumnia Bouaddi, Zakaria Mennane, Nouhaila Najimi, Maryam Benlamari, Saber Boutayeb, Mohamed Khalis, Noureddine EL Mtili, Fouad Seghrouchni

“…Currently, there is an absence of an optimal strategy for distinguishing between active tuberculosis (aTB) and LTBI. …”
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Effect of chemical, microwave irradiation, steam autoclave, ultraviolet light radiation, ozone and electrolyzed oxidizing water disinfection on properties of impression materials:... by Sahar AlZain

“…The selected articles were reviewed by screening their titles and abstracts and full text. Finally, a total of 70 articles were considered relevant and were included in this study. …”
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Role of Central Nervous System Prophylaxis in Primary Testicular Diffuse Large B-cell Lymphoma in Reducing Risk of Central Nervous System Relapse: A Systematic Review and Meta-anal... by Salem Bahashwan

“…MATERIALS AND METHODS: A systematic search was conducted in major medical databases to identify studies reporting CNS relapse rates in patients with primary testicular DLBCL undergoing CNS prophylaxis. …”
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Effect of different blood flow restriction training regimens combined with low-intensity training on muscle strength and cardiovascular safety in older adults: a systematic review... by Meiling Ren, Guangshen Xian, Xiangchao Tan, Shaocheng Sun, Ming Zhang

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Diagnostic efficacy of [18F]FDG PET/CT and [18F]FDG PET/MRI in preoperative staging of locoregional urinary bladder cancer: a systematic review and Meta-Analysis by Ahmed Saad Abdlkadir, Dhuha Al-Adhami, Sudqi Allouzi, Mohannad Badarneh, Mohammed Shahait, Marwa Abdulrahman, Saad Ruzzeh, Serin Moghrabi, Akram Al-Ibraheem

“…Statistical analyses, including publication bias assessment, interstudy heterogeneity evaluation, and effect size adjustment, were performed using Stata software, with a significance threshold set at p < 0.05. Results A total of 25 eligible studies were identified. …”
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A Lyapunov-Based Dual Controller Approach With PSO Tuning for Steer-by-Wire Systems With Artificial Steering Feel by Able Alex, Abdul Saleem

“…Controller gains are optimized systematically using particle swarm optimization, and the effectiveness of the proposed approach is validated across diverse driving scenarios using the MATLAB/Simulink platform. …”
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A mixed-method approach to develop an eco-robust supply chain management framework for Bangladeshi RMG industries by Md Al Amin, Roberto Baldacci

“…This research contributes to Sustainable Supply Chain Management literature by developing a novel QFD-based optimization model that systematically integrates sustainability and resilience. …”
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Tracing the evolution of ecosystems in social entrepreneurship: Perspectives on innovation and sustainability by Usha Rani Budumuru, Manjushree Paruchuru

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Exploration of the parameter space of piecewise omnigenous stellarator magnetic fields by J.L. Velasco, E. Sánchez, I. Calvo

“…In this work, piecewise omnigenous fields are characterized and parametrized in a systematic manner. This is a step towards including piecewise omnigenity as an explicit design criterion in stellarator optimization, and towards a systematic study of the properties of nearly piecewise omnigenous stellarator configurations.…”
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