Navigating challenges and maximizing potential: Handling complications and constraints in minimally invasive surgery by Qadrie Zulfkar, Maqbool Mudasir, Dar Mohd Altaf, Qadir Afshana

“…However, the widespread adoption of MIS is not without challenges, and managing complications and limitations is essential for optimizing patient safety and surgical efficacy. This study provides a comprehensive overview of the strategies employed in the management of complications and limitations associated with MIS. …”
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Climate adaptation and resilience of biofiltration as a low-cost technological solution for water treatment – A critical review by Adedamola Adesomi Ali, Oliver Terna Iorhemen, Ronald W. Thring

“…The limitations and opportunities related to the adaptation and resilience of biofiltration were discussed, emphasizing the need for more proactive measures to optimize biofiltration systems.…”
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The gift of health promotion in a celebration: A descriptive observational study of community baby showers on YouTube by Aysha Jawed, Colin Gardiner

“…Conclusion: Recommendations to partner with news organizations and utilize content that generated greater viewership as facilitators in increasing capacity to reach, engagement and impact of community baby showers are presented to optimize infant health outcomes, reduce infant mortality, and heighten access to resources and support for infants and their families worldwide.…”
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The impact of depression and anxiety disorders on postoperative outcomes for patients having total hip or knee arthroplasty: Protocol of a meta-analytic study from cohort studies. by Liang Lin, Qing Zhang, Min Xu, Zhihong Xiao, Guosong Xu, Zubing Mei

“…The findings will guide clinicians in recognizing and managing mental health issues to optimize postoperative recovery and ultimately improve patient satisfaction and quality of life.…”
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Detection the topics of Facebook posts using text mining with Latent Dirichlet Allocation (LDA) algorithm by Shahlaa Mashhadani

“…In evaluating existing methodologies, this study demonstrates improved performance by optimizing the LDA ruleset to more accurately match the unique features of the target statistics. …”
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Personalized tourism recommendation model based on temporal multilayer sequential neural network by XueFei Xiao, ChunHua Li, XingJie Wang, AnPing Zeng

“…The experimental results indicated that the optimal trajectory segmentation interval ranged from 0.8 to 1.2 h. …”
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INNOVATIONS IN THE USE OF ACIDIFIERS: MODERN SOLUTIONS FOR LIVESTOCK PRODUCTION AND INTELLECTUAL PROPERTY ASPECTS by I. Chernega, L. Fihurska, B. Iegorov, A. Makarynska, O. Tsiundyk

“…Acidifiers help maintain an optimal pH level in the digestive system of animals, which contributes to better absorption of nutrients and reduces the risk of digestive disorders. …”
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Primary healthcare provider-perceived barriers to implementing an evidence-based pathway for undifferentiated lower gastrointestinal tract symptoms: A qualitative inquiry. by Sowmya Sharma, Michael J Stewart, Holly Mathias, Kerri Novak, Sander Veldhuyzen Van Zanten, Courtney Heisler, Sharon Richard, Emily Neil, Frederick Burge, Aaron Smith, Kevork Peltekian, Sunil Patel, Jennifer L Jones

“…., Comfort with managing cases and optimism). Some of these barriers have not previously been identified in medical literature.…”
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Use of combined CZM and XFEM techniques for the patch shape performance analysis on the behavior of a 2024-T3 aluminum structure reinforced with a composite patch by Kouider Madani, Safaa Chahrazed Djebbar, Nadia Kaddouri, Mohamed El Ajrami, Mohamed Belhouari

“…Current research aims to optimize the shape size and fiber's nature of this composite patch in order to ensure good load transfer by reducing the stresses in the damaged area. …”
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A Novel Ensemble Classifier Selection Method for Software Defect Prediction by Xin Dong, Jie Wang, Yan Liang

“…This method makes full use of the diversity characteristics of base learners, leverages their classification ability, optimizes the selection method for ensemble learning, and enhances the predictive performance of the ensemble model. …”
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Management of Aphakia with Visual Axis Opacification after Congenital Cataract Surgery Based on UBM Image Features Analysis by Wensi Chen, Shiping He, Daoman Xiang

“…After congenital cataract surgery, the UBM imaging features of aphakia with VAO are helpful to evaluate the condition of VAO before reoperation so as to choose the optimal surgical method to achieve better therapeutic effect.…”
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Simple Preparation of the CuO•Fe3O4/Silica Composite from Rice Husk for Enhancing Fenton-Like Catalytic Degradation of Tartrazine in a Wide pH Range by Khanh Huyen Pham Ngoc, Anh-Tuan Vu

“…Besides, the effects of reaction conditions such as catalyst dosage, H2O2 concentration, and initial dye concentration on the catalytic performance of the composite were studied. The optimal conditions for the degradation of dye were tartrazine (TA) concentration of 50 mg/L, dosage catalyst of 0.5 g/L, H2O2 concentration of 120 mM, and pH 5. …”
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Effect of a closed-loop medication order executive system on safe medication administration at a tertiary hospital: a quasi-experimental study by Xuwen Yin, Haiyan Song, Jieyu Lu, Jing Yang, Rong Wang, Zheng Lin, Shudi Jiang, Hui Yuan, Xumei Wang, Dongmei Xu, Chunhong Gao, Yuan Zhou, Jiayi Xu, Chen Chen, Chenyu Gu, Qingqing Diao, Fang Li, Zejuan Gu

“…Conclusion: Adopting a closed-loop executive system is beneficial for ensuring patient medication safety, but a single integrated system does not completely eliminate MEs. Optimizing system functionalities and applying structured handoff tools are recommended to meet clinical needs and enhance system usability.…”
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Forecasting Megaelectron‐Volt Electrons Inside Earth's Outer Radiation Belt: PreMevE 2.0 Based on Supervised Machine Learning Algorithms by Rafael Pires de Lima, Yue Chen, Youzuo Lin

“…Out‐of‐sample test results from these models show that, with optimized model hyperparameters and input parameter combinations, the top performer from each category of models has the similar capability of making reliable 1‐day (2‐day) forecasts of 1‐MeV electron flux distributions with performance efficiency values ~0.87 (~0.82) averaged over the L‐shell range of 2.8–6.6, significantly outperforming the previous version of PreMevE particularly at L‐shells > ~4.5. …”
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Design and Performance Evaluation of a Self-Propelled Mugwort Harvester for Hilly and Mountainous Regions by Yi Li, Yongsheng He, Kai Zhang, Siqi Wang, Xinyu Hu, Junnan Chen

“…A quadratic regression orthogonal rotary test determines the optimal parameters: a forward speed of 0.8 m/s, drum speed of 200 r/min, and cutting table height of 50 mm. …”
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Uncertainty-aware deep learning in healthcare: A scoping review. by Tyler J Loftus, Benjamin Shickel, Matthew M Ruppert, Jeremy A Balch, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, William R Hogan, Parisa Rashidi, Gilbert R Upchurch, Azra Bihorac

“…Entrustment could be earned by conveying model certainty, or the probability that a given model output is accurate, but the use of uncertainty estimation for deep learning entrustment is largely unexplored, and there is no consensus regarding optimal methods for quantifying uncertainty. Our purpose is to critically evaluate methods for quantifying uncertainty in deep learning for healthcare applications and propose a conceptual framework for specifying certainty of deep learning predictions. …”
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Reasons for Low Passenger Flow of City Railway Renovated from Existing Lines and Countermeasures by XU Xingfang, WANG Haoyue, HUANG Jie, HONG Shiqi

“…The countermeasures include improving the planning and construction of the line network, enhancing the line passing capacity, optimizing train operation plans, improving the connection and transfer between lines, adhering to the public welfare fare policy, promoting the comprehensive transformation guided by public transportation and etc.…”
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Water quality prediction and carbon reduction mechanisms in wastewater treatment in Northwest cities using Random Forest Regression model by Jingjing Sun, Xin Guan, Xiaojun Sun, Xiaojing Cao, Yepei Tan, Jiarong Liao

“…This work provides critical support for optimizing wastewater treatment technologies and developing water resource management policies. …”
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Smart estimation of protective antioxidant enzymes’ activity in savory (Satureja rechingeri L.) under drought stress and soil amendments by Amin Taheri-Garavand, Mojgan Beiranvandi, Abdolreza Ahmadi, Nikolaos Nikoloudakis

“…Data under different watering schemes and different levels of soil amendments showed that both BC and SA have mitigating effects over drought stress by optimizing enzymatic and non-enzymatic antioxidant traits (POD, CTA, and APX enzymes). …”
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Accelerated Modeling of Transients in Electromagnetic Devices Based on Magnetoelectric Substitution Circuits by Sergii Tykhovod, Ihor Orlovskyi

“…Comparing the application of various polynomials enables the selection of the optimal polynomial type. The proposed method has advantages over other known methods. …”
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