Automated Audit and Self-Correction Algorithm for Seg-Hallucination Using MeshCNN-Based On-Demand Generative AI by Sihwan Kim, Changmin Park, Gwanghyeon Jeon, Seohee Kim, Jong Hyo Kim

“…The ASHSC algorithm offers intuitive 3D guidance for uncertainty regions, while maintaining manageable computational complexity. The SQ-level-based on-demand correction strategy adaptively minimizes uncertainties inherent in deep-learning-based organ masks and advances automated auditing and correction methodologies.…”
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Adaptive coping mechanisms use and associated factors among adult glaucoma patients attending the University of Gondar Comprehensive Specialized Hospital, Tertiary Eye Care and Tra... by Bisrat Misganaw Geremew, Biruk Fanta Alemayehu, Getenet Shumet Birhan, Biruk Lelisa Eticha, Mahtot Leykun Sisay, Woretaw Endalew Melese, Abebe Tilahun Mekonenne

“…Factors significantly associated with ACM included urban residence (adjusted OR, AOR 2.57, 95% CI 1.25 to 5.28), higher average family monthly income (AOR 3.83, 95% CI 1.37 to 10.70), moderate to severe visual impairment (AOR 2.24, 95% CI 1.06 to 4.74), duration of diagnosis between 11 and 16 months (AOR 3.94, 95% CI 1.84 to 8.44) and more than 24 months (AOR 3.75, 95% CI 1.59 to 8.81) and the presence of ocular comorbidities (AOR 4.28, 95% CI 2.28 to 8.05).Conclusions About half of adult glaucoma patients used ACM to manage their condition. Older age, urban residence, higher average family monthly income, moderate to severe visual impairment and the presence of ocular comorbidities were significantly associated with ACM. …”
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DETERMINING THE LOCATION AND OPTIMAL NUMBER OF BUILDING LIFTS IN HIGH-RISE CONSTRUCTION PROJECTS USING A LINEAR INTEGER MATHEMATICAL MODEL by M. Jawaheri, M. Ahmadnia, M. Maghrebi, R. Ghanbari

“…Extensive research has been conducted on reducing lift travel time between floors, optimizing lift systems design, optimizing lift movement paths, determining the sequence of floor travel, managing lift energy consumption, and floor zoning. …”
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Efficacy of Duloxetine for Postspine Surgery Pain: A Systematic Review and Meta‐Analysis by Abdulsalam Mohammed Aleid, Faisal Alshehri, Naif Alasiri, Fatimah Alhomoud, Shouq Alsaegh, Mohammed Alrasheed, Salem Aljaddua, Ali Alasiri, Asma Boukhari, Abdulmonem Ali Alhussain, Bipin Chaurasia, Saud Nayef Aldanyowi

“…Meta‐analysis was performed using Review Manager (RevMan version 5.4) on the extracted outcome data that present in at least 3 of the included studies. …”
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Bayesian joint-regression analysis of unbalanced series of on-farm trials by Turbet Delof, Michel, Rivière, Pierre, Dawson, Julie C, Gauffreteau, Arnaud, Goldringer, Isabelle, van Frank, Gaëlle, David, Olivier

“…The methods developed could be used for evaluation and/or selection within networks of various stakeholders such as farmers, gardeners, plant breeders or managers of genetic resource centres.…”
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Efficacy of the Bushen Jianpi Huoxue Formula on Beclin-1/Bcl-2-mediated autophagy and apoptosis in osteoblasts by Yanping Lin, Yanping Lin, Rui Zhao, Rui Zhao, Jiachun Huang, Tongying Chen, Tongying Chen, Haolin Yang, Haolin Yang, Haiwei Guo, Lei Wan, Zhihai Zhang, Ying Li, Genfu Zhu, Hongxing Huang, Hongxing Huang

“…This underscores the formula’s multifaceted role in promoting bone health and managing cellular stress, and offers novel insights into its therapeutic potential against osteoporosis.…”
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TECHNOLOGY LITERACY AMONG PRIMARY SCHOOL TEACHERS FOR ENHANCING NUMERACY AND LITERACY SKILLS OF EARLY-GRADE PUPILS WITH HEARING IMPAIRMENTS IN TANZANIA by Hamadi Mtani, Shubi Kaijage, Neema Mduma

“…However, incompetence levels were found in integrating ICT in organization and administration, especially in managing individual variation among pupils with hearing impairments, and curriculum and assessment had lower mean scores than other elements of the UNESCO ICT-CFT areas. …”
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The Potential Clinical Utility of the Customized Large Language Model in Gastroenterology: A Pilot Study by Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Jonghyung Park, Eunsil Kim, Subeen Kim, Minjae Kimm, Seoung-Ho Choi

“…However, RAG capabilities by enabling real-time retrieval of external data not included in the training dataset, appear essential for managing complex, specialized content, and clinician oversight will remain crucial to ensure safe and effective use in clinical practice.…”
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Gedunin Mitigates <i>Cutibacterium acnes</i>-Induced Skin Inflammation by Inhibiting the NF-κB Pathway by Ju Kyoung Sim, Ye Ji Heo, Jin Hak Shin, Seon Sook Kim, Su Ryeon Seo

“…This study highlights gedunin’s promise as an alternative approach to managing <i>C. acnes</i>-induced skin inflammation.…”
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Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory by Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

“…The proposed modeling approach can be beneficial in monitoring and managing water and crop planning which relies on precise ETo predictions.…”
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Combined Ventilation of Two Subjects with a Single Mechanical Ventilator Using a New Medical Device: An In Vitro Study by Ignacio Lugones, Matías Ramos, María Fernanda Biancolini, Roberto Orofino Giambastiani

“…DuplicARⓇ is an effective tool to manage the peak inspiratory pressure and the positive-end expiratory pressure independently in two subjects connected to a single ventilator. …”
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Effects of functional diversity on ecosystem services in cocoa agroforestry systems in Costa Rica by Cassio Pinheiro Edelstein, Marney E. Isaac, Marney E. Isaac, Luis Orozco-Aguilar, Felipe Peguero, Felipe Peguero, Diego Delgado-Rodríguez, Rolando H. Cerda

“…By strategically selecting and managing shade trees based on their functional traits, cocoa farmers can affect functional diversity of AFS and potentially enhance the benefits they deliver. …”
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Immune Cells and Intracerebral Hemorrhage: A Causal Investigation Through Mendelian Randomization by Liumei Mo, Wei Pan, Wenjing Cao, Kui Wang, Li'an Huang

“…This breakthrough paves the way for innovative clinical and pharmaceutical research opportunities, potentially promoting the development of targeted therapies and enhanced strategies for managing and preventing ICH.…”
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Effect of conservative treatment on greater trochanteric pain syndrome: a systematic review and network meta-analysis of randomized controlled trials by Si-Qi Wang, Ning-Yi Guo, Wei Liu, Hong-jie Huang, Bing-bing Xu, Jian-quan Wang

“…Additionally, we identified the positive effects of injection therapy and physical modalities on managing pain and enhancing functional outcomes among GTPS patients. …”
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Challenges in diagnosing polyethylene glycol and polysorbate 80 allergies: implications for allergic reactions in COVID-19 mRNA vaccination program: experience from Qatar by Sami Aqel, Sherin Thalappil, Asaad Imameldin, Dalal Mudawi, Muna Al Maslamani, Abdullatif Al-Khal, Hassan Mobayed, Maryam Ali Al-Nesf, Tayseer Ibrahim

“…Twenty-three percent of patients with negative test results could receive additional vaccine doses without adverse reactions.ConclusionManaging patients with a history of allergic reactions to the COVID-19 vaccine is challenging, as the exact mechanisms and accurate and valid allergy testing are yet to be determined. …”
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Differential responses of soil C, N, and P ecological stoichiometric characteristics to different configurations of edge-locked forests in the Kubuqi Desert by Xue Chen, Hejun Zuo, Hejun Zuo, Min Yan, Min Yan, Haibing Wang, Haibing Wang, Cheng Xi, Yinchao Chai

“…In addition, they provide a theoretical foundation for establishing and managing edge-locked forests.…”
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Vitamin D Deficiency as a Risk Factor for Diabetic Retinopathy: A Systematic Review and Meta-Analysis by Claudia Elena Petrea, Laura Andreea Ghenciu, Roxana Iacob, Emil Robert Stoicescu, Dorel Săndesc

“…The findings also call attention to a critical gap in the literature regarding the therapeutic role of vitamin D supplementation in preventing and managing DR. Addressing vitamin D deficiency as a modifiable risk factor in DM care may offer new avenues for reducing the burden of DR.…”
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Choosing a starting professional trajectory: job-education mismatch effect by A. D. Melnik, A. E. Sudakova, N. L. Antonova

“…The findings, derived from a quantitative assessment of the university-business partnership network, raise concerns about how this network is managed by universities, especially within federal universities and those adhering to the industrial leadership track outlined in the programme Priority-2030. …”
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Evaluation of a transdiagnostic mental health intervention in German primary care: study protocol for a parallel-group, two-arm, cluster randomised controlled pilot study by Christopher Ebert, Marie Vogel, Jochen Gensichen, Hanna Reif, Lena Grögor, Lukas Junker, Thomas Ehring, Alkomiet Hasan, Stefan Leucht, Kirsten Lochbühler, for the POKAL-Group

“…However, factors such as time constraints, limited experience in managing mental health conditions and high rates of comorbidity may hinder adequate treatment. …”
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Radiation-assisted tailoring of swelling behavior and water retention of Na-CMC/PAAm hydrogels for enhancing Beta Vulgaris under drought stress by Mahmoud A. El-diehy, Ibrahim I. Farghal, Mohamed A. Amin, Mohamed Mohamady Ghobashy, Abdelatti I. Nowwar, H. M. Gayed

“…It describes how to optimize swelling, gel properties and long-term water retention capacities of Na-CMC/PAAm hydrogels for managing drought stress of Sugar beet plants through techniques such as changing the composition, synthetic conditions and chemical modification. …”
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