Design and prototyping of a magnetically and hydrodynamically suspended blood pump via multiobjective optimization by Reza Sahebi-Kuzeh Kanan, Hanieh Niroomand-Oscuii, Habib Badri Ghavifekr, Farzan Ghalichi

“…In this study, a bespoke motorpump system was designed, and by optimizing the impeller geometry across fifteen design parameters, hydraulic efficiency was enhanced while hemolysis risk was reduced. …”
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The Effect of SMOTE and Optuna Hyperparameter Optimization on TabNet Performance for Heart Disease Classification by Danang Wijayanto, Robert Marco, Acihmah Sidauruk, Mulia Sulistiyono

“…The integration of SMOTE with Optuna optimization  provided an effective framework for heart disease classification that outperformed traditional methods particularly in discriminative capability as evidenced by the superior AUC score.…”
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Location Optimization Strategies for Corn Production and Distribution towards Sustainable Green Supply Chain by Labiba Noshin Asha, Lucy G. Aragon, Arup Dey, Nita Yodo

“…This study integrates sustainable supply chain management with location optimization to address trade-offs from climate change, economic viability, and environmental impact while assuming the constant social obligation inherent in the supply chain structure. …”
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Parametric optimization of Archimedes screw turbine by response surface methodology and artificial neural networks by Vipin Uniyal, Ashish Karn, Varun Pratap Singh

“…The optimized power output predicted by the RSM and ANN models was 204.16 watts at 14.58 lps and 36.23º, while the ANN predicted 187.24 watts at a flow rate of 13.82 lps and inclination angle 34.15º, respectively. …”
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Central venous stenosis and methods of its treatment in hemodialysis patients by Z. B. Kardanakhishvili, A. B. Zulkarnaev

“…In this regard, percutaneous transluminal angioplasty is deservedly considered to be a common method of treatment of CVS. Open surgery can be used in case of unsuccessful attempts to resolve stenosis endovascular while maintaining a pronounced clinical symptoms. …”
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Optimizing DD-SIMCA modeling for accurate classification of rice varieties via raman spectroscopy by Somaye Vali Zade, Hamed Sahebi, Adel Mirza Alizadeh, Behrooz Jannat, Hossein Rastegar, Solmaz Abedinzadeh, Fataneh Hashempour-Baltork, Amin Mousavi Khaneghah

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Optimizing ecological security models in typical arid areas: integrated assessment and sustainable management by Juan Yang, Jianghua Zheng, ChuQiao Han, Binbin Lu, Wenjie Yu, Zhe Wang, Jiale Wu, Linzhi Han

“…Key findings reveal that: (1) Ecological security zones are predominantly concentrated in the southeastern part of the study area, while ecological mitigation zones are distributed in southern Xinjiang and central Qinghai. …”
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Segmented Time Study and Optimization Strategy for Clinical Application of Ethos Online Adaptive Radiotherapy by Dandan ZHANG, Yuhan KOU, Shilong ZHU, Xiaoyu LIU, Meng NING, Peichao BAN, Jinyuan WANG, Changxin YAN, Zhongjian JU

“…ObjectiveTo analyze the time characteristics of the Ethos online adaptive radiotherapy (OART) process in clinical practice and provide guidance for the comprehensive optimization of each stage of adaptive radiotherapy. …”
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Many-Objective Cheetah Optimizer: A Novel Paradigm for Solving Complex Engineering Problems by Pinank Patel, Divya Adalja, Nikunj Mashru, Pradeep Jangir, Arpita, Reena Jangid, G. Gulothungan, Ahmad O. Hourani, Kaznah Alshammari

“…MaOCO produces hypervolume (HV) results that exceed NSGA-III and MaOMVO by 50% while also delivering inverse generational distance (IGD) results which reach 40% better than both competing methods. …”
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Optimizing Antenatal Care: The Effects of a Holistic Nursing Android Application for Pregnant Women by Desmawati Desmawati, Rita Ismail

“…Therefore, we developed the Android digital application “Guide Me” with a holistic care concept for optimizing ANC. Purpose: This study aimed to evaluate the effect of the Android digital application “Guide Me” on optimizing ANC.  …”
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Optimizing Conservative Management of Groin Pain in Athletes: Insights from a Narrative Review by Roberto Tedeschi, Federica Giorgi, Daniela Platano, Lisa Berti, Danilo Donati

“…<b>Background:</b> Groin pain is a complex and multifactorial condition commonly observed in athletes, often impairing performance and quality of life. While conservative treatments are the first-line approach, the variability in intervention protocols and inconsistent evidence necessitate a comprehensive synthesis of current knowledge. …”
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Optimizing Essential Oil Mixtures: Synergistic Effects on Cattle Rumen Fermentation and Methane Emission by Memoona Nasir, María Rodríguez-Prado, Marica Simoni, Susana M. Martín-Orúe, José Francisco Pérez, Sergio Calsamiglia

“…The results from Exp. 1 identified CIN+PPM (80:20) and ANI+CLO (80:20) as optimal combinations, both increasing total VFAs while reducing acetate/propionate ratios and NH₃-N concentrations. …”
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Optimization of the Fermentation Process of Lactobacillus plantarum Gastrodia Enzymatic Hydrolyzate and Analysis of Active Components by Jingjing LI, Junxiang LI, Yuanyuan LI, Jian KONG, Weibing FAN, Wanjun JIN, Jing LAI, Chunjiang ZHANG, Pingrong YANG

“…Deep liquid-state fermentation is considered an effective method for enhancing the phytochemical properties and metabolism of traditional Chinese medicinal plants. …”
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Optimizing corn yield prediction: Integrating multi-temporal UAS data and machine learning by Huihui Zhang, Yuting Zhou, Shengfang Ma, Kevin Yemoto

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Effects of Planting Methods and Varieties on Rice Quality in Northern China by Lili Wang, Liying Zhang, Na He, Changhua Wang, Yuanlei Zhang, Zuobin Ma, Wenjing Zheng, Dianrong Ma, Hui Wang, Zhiqiang Tang

“…The results indicated that the planting method (PM) had a relatively minor impact on processing quality. …”
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Optimizing role assignment for scaling innovations through AI in agricultural frameworks: An effective approach by Sonia Bisht, Ranjana, Swapnila Roy

“…The proposed approach serves as a blueprint for agricultural enterprises aiming to adopt AI technologies while ensuring optimal utilization of human and technological resources. …”
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Hyperparameters optimization of evolving spiking neural network using artificial bee colony for unsupervised anomaly detection by Rehan Rabie, Sahran Shahnorbanun, Alyasseri Zaid Abdi Alkareem, Sani Nor Samsiah, Al-Betar Mohammed Azmi

“…Further validation was provided by comparing the proposed OeSNN-ABC against five well-known optimization algorithms: particle swarm optimization, grey wolf optimization, flower pollination algorithm, whale optimization algorithm, and grid search, alongside other classifiers such as random forest, support vector machine, and k-nearest neighbor. …”
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Optimizing Strategies in Patients Affected by Tumors Infiltrating the Skull: A Single Center Experience by Giuseppe Emmanuele Umana, Sruthi Ranganathan, Salvatore Marrone, Jessica Naimo, Matteo Giunta, Angelo Spitaleri, Marco Fricia, Gianluca Ferini, Gianluca Scalia

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Analysis of optimizing Bicon short implant placement in posterior mandible with type II bone by Mingyi Ji, Xinyi Ji, Junfeng Xu

“…For the Bicon short implant utilized in type II bone within the mandibular posterior region, the optimal dimensions were determined to be 6 mm by 5 mm. …”
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Optimal Treatment of Magnetic Seizure Therapy (MST) in Patients with Clozapine-Resistant Schizophrenia (CRS) by Xiang Q, Xu P, Zhai Z, Jia Y, Li C, Liu D

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