Enhancing Sarcopenia Prediction Through an Ensemble Learning Approach: Addressing Class Imbalance for Improved Clinical Diagnosis by Dilmurod Turimov, Wooseong Kim

“…Subsequently, a classifier selection algorithm was employed to select models that provided an optimal balance of diversity and performance. The effectiveness of the final ensemble model was evaluated using various metrics, such as accuracy, precision, recall, F1-score, and ROC AUC. …”
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ChatGPT as a data analyst: an exploratory study on AI-supported quantitative data analysis in empirical research by Dimitri Prandner, Daniela Wetzelhütter, Sönke Hese

“…Unlike previous studies, which have primarily focused optimizing the use of chatbots for code generation, our approach examines an amateur level use of AI tools to support and reference regular research activities, with an emphasis on minimal technical expertise. …”
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Antiarrhythmic Effects of Carvedilol and Flecainide in Cardiomyocytes Derived from Catecholaminergic Polymorphic Ventricular Tachycardia Patients by R. P. Pölönen, K. Penttinen, H. Swan, K. Aalto-Setälä

“…According to this study, the arrhythmia-abolishing effect of neither of the drugs is optimal. iPSC-CMs provide a unique platform for testing drugs for CPVT.…”
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Comparing Cisplatin Dosing Schedules in Concurrent Chemoradiotherapy for Locally Advanced Head-and-Neck Cancer: A Comprehensive Review of Weekly Versus 3-Weekly Regimens by Oscar Chi-Yu Yang, Nai-Wen Su, Yi-Shing Leu, Yi-Fang Chang

“…Further randomized controlled trials are required to confirm the optimal cisplatin schedule and efficacy of combinational therapies with novel agents. …”
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Psychometric evaluation and adaptation of the nursing informatics competency self-assessment tool by Arghavan Afra, Noorollah Tahery, Shima Seneysel Bachari, Masoud Torabpour Toroghi

“…Background & Aim: Modern professional nursing necessitates the use of information technology to facilitate clinical decision-making and obtain optimal patient care outcomes. The aim of this study was to conduct a psychometric evaluation and adapt the Nursing Informatics Competency Self-Assessment tool for use in Iran. …”
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Transforming physical education: online learning trough sport modification and mini-games by Yuni Astuti, Oyatra Utama Warda, Rizki Almauli, Rosmawati Rosmawati, Bayu Haryanto, Erianti Erianti

“…Objective. is to develop a conceptualization of e-modules on the subject of modification of sports and small games with the aim of optimizing physical learning amid restrictions on face-to-face activities. …”
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In Vitro Evaluation of Proliferation and Migration Behaviour of Human Bone Marrow-Derived Mesenchymal Stem Cells in Presence of Platelet-Rich Plasma by Anh Thi Mai Nguyen, Ha Le Bao Tran, Thuy Anh Vu Pham

“…This study indicated that, due to the significant enhancement of cell proliferation and migration, 5% PRP might be the optimal concentration that should be used to promote the potential of hBMSCs in wound healing.…”
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Prediction Models for Return of Spontaneous Circulation in Patients with Cardiac Arrest: A Systematic Review and Critical Appraisal by Pengfei Cheng, Pengyu Yang, Hua Zhang, Haizhen Wang

“…Future studies can further optimize and externally validate the existing models.…”
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Development and validation of a prognosis risk score model for neonatal mortality in the Amhara region, Ethiopia. A prospective cohort study by Mengstu Melkamu Asaye, Yohannes Hailu Matebe, Helena Lindgren, Kerstin Erlandsson, Kassahun Alemu Gelaye

“…The model’s accuracy was assessed using the area under the receiver operating characteristics curve, calibration belt, and the optimism statistic. Internal validation was performed using a 500-repeat bootstrapping technique. …”
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Pertumbuhan Bibit Vanili Akibat Penambahan Zat Pengatur Tumbuh Alami pada Media Tanam yang Diperkaya Bakteri by Dwi Erwin Kusbianto, Satria Wahyu Ramadhan Firdaus, Gatot Subroto, Distiana Wulanjari, Hasbi Mubarak Su’ud

“…This research aims to obtain an optimal combination of adding a plant growth regulator and enriched planting media to the growth of shortcutting vanilla seedlings. …”
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Fuel Price Fluctuation and SME Financial Performance: A Case Study of the Agricultural Sector in Kagadi Town Council. by Bitaka, Raymond

“…Additionally, the study identifies several preventative measures adopted by SMEs, such as investing in fuel-efficient technologies, employing hedging strategies, diversifying energy sources, optimizing transportation routes, and renegotiating contracts with suppliers and customers. …”
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Assessment of the Effect of Rosemary on Tomato Preservation. by Nanyanzi,Teopista

“…The study recommends further exploration to optimize rosemary extract formulations, facilitate industry adoption, and address regulatory considerations to promote its use as a sustainable solution for food preservation.…”
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Post Covid-19 Strategies and Pupils' Academic Performance in Rubuguri Town Council Kisoro District. by Twesigye, Posiano

“…The findings underscored the importance of ongoing assessment and refinement of post-COVID-19 strategies to optimize outcomes and ensure the continued education and well-being of students. …”
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Progressive Efforts in the Implementation of Integrated Water Resources Management (IWRM) in Uganda. by Turyasingura, Benson, Akatwijuka, Rogers, Tumwesigye, Wycliffe, Ayiga, Natal, Ruhiiga, Tabukeli Musigi, Banerjee, Abhishek, Benzougagh, Brahim, Frolov, Denis

“…To bridge the gap from science to policymaking in the water resources nexus, it is vital to enhance stakeholder collaboration, water resource tradeoffs, and regional development and preservation by optimizing the ecological water resource pattern.…”
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Enhancing Attendance Management Through Face Recognition Technology: A Case Study at Rugarama School of Nursing and Midwifery. by Taremwa, Benjamin

“…However, limitations such as lighting variability and dataset size indicate further refinements are needed to optimize the system for broader implementation.…”
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A Comparative Analysis on the Effect of Poultry Manure and Pig Manure on Cabbage Yield Around Kabale University. by Amanya, Pride

“…The primary goal was to optimize cabbage production to enhance the incomes of smallholder farmers, with three specific objectives: to evaluate the effects of poultry and pig manure on cabbage yields, to assess their impact on nutrient availability, and to examine their implications for soil microorganisms in cabbage fields. …”
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Investigating the Effect of Wood Charcoal Dust as Partial Replacement for Cement in Plain Concrete. by Akankunda, Lindah

“…In conclusion, replacing cement with 5% WCD provides the optimal balance, enhancing compressive strength while maintaining workability. …”
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Analyzing the Effects of Transplanting and Direct Seeding on the Growth and Yields of Green Pepper. by Natukunda, Tracy

“…Understanding the effects of these two methods on green pepper growth and yields is crucial for optimizing production practices and ensuring a successful harvest.…”
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Effects of Supplier Selection on Procurement Performance of Public Institutions: A Case Study of Southern Division. by Kabugho, Sarah

“…The study underscores the importance of robust supplier selection processes in achieving optimal procurement performance. The study recommended that public institutions such as the southern division of Kabale municipality should enhance their supplier evaluation criteria to include environmental sustainability, social responsibility, and innovation capabilities. …”
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Effect of Mulching as a Sustainable Farming Practice on Maize Cultivation at Faculty of Agriculture Kabale University. by Kyomuhangi, Samare

“…This research aims to quantify these benefits and determine the optimal mulching strategies for maximizing nutrient availability and maize yield. …”
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