Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data by Sajad Amouei Sheshkal, Morten Gundersen, Michael Alexander Riegler, Øygunn Aass Utheim, Kjell Gunnar Gundersen, Helge Rootwelt, Katja Benedikte Prestø Elgstøen, Hugo Lewi Hammer

“…To assess the performance of these models, we selected a set of suitable evaluation metrics tailored to the data set’s challenges. …”
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CORRECTION OF SPEED OF SALIVATION AND MINERALIZING POTENTIAL OF THE ORAL FLUID IN CHILDREN WITH MALIGNANT TUMORS OF SOFT TISSUES, WHO RECEIVE THE CHEMOTHERAPY by P.I. Tkachenko, L.F. Kaskova, Y.V. Popelo

“…The first, consisting of 13 patients treated according to the protocol of medical care given patients, and a traditional complex on oral care. The second group of 15 people in addition to the basic treatment as replacement therapy intended similar to gel preparations "Zoleh" and "Slyurem". …”
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Techno-Economic Optimization and Assessment of Solar Photovoltaic–Battery–Hydrogen Energy Systems with Solar Tracking for Powering ICT Facility by Olubayo Babatunde, Oluwaseye Adedoja, Oluwaseun Oyebode, Uthman Abiola Kareem, Damilola Babatunde, Toyosi Adedoja, Busola Akintayo, Michael Emezirinwune, Desmond Eseoghene Ighravwe, Olufemi Ogunniran, Olanrewaju Oludolapo

“…This paper addresses the critical issue of selecting the optimal solar tracking configuration for maximum energy generation, given the increasing demand for sustainable energy solutions in information and communication technology (ICT) facilities. …”
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Optimization of Speed Limit Method for Freeways Considering AVs Under Rainy Weather by Le Yu, Qin Luo, Jianying He

“…The intelligent driver model (IDM) was selected as the basis for this study due to its complexity and applicability. …”
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Optimizing Nile Tilapia growth and production costs in earthen ponds using multi-objective adaptive artificial intelligence systems by Keartisak Sriprateep, Rapeepan Pitakaso, Surajet Khonjun, Peerawat Luesak, Achara Jutagate, Chutchai Kaewta, Thanatkij Srichok, Monika Kosacka-Olejnik, Surasak Matitopanum

“…The Taguchi DOE method efficiently designs experiments by selecting essential variables and their levels. …”
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Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection by Dimitrios Kolosov, Vasilios Kelefouras, Pandelis Kourtessis, Iosif Mporas

“…Developing efficient on-the-edge Deep Learning (DL) applications is a challenging and non-trivial task, as first different DL models need to be explored with different trade-offs between accuracy and complexity, second, various optimization options, frameworks and libraries are available that need to be explored, third, a wide range of edge devices are available with different computation and memory constraints. …”
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Targeting atrial fibrillation in HFpEF: the emerging role of pulsed field ablation by A. S. Parwani, A. S. Parwani, A. S. Parwani, B. Kossmann, B. Kossmann, V. Schweiger, V. Schweiger, V. Schweiger

“…However, further robust, randomized studies are necessary to define its long-term benefits and may establish PFA as a standard therapy in this complex patient cohort.…”
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Investigating the influence of soil organic carbon on pore structure within aggregates by Jingjing Liu, Yu Tian, Chiara Pasut, Mark Farrell, Shenggao Lu

“…This study aimed to move beyond the traditional “black box” view of soil by visualizing the complex interactions between soil organic carbon (SOC) and soil structure with a new method. …”
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Quantification of oleanolic acid and apigenin in biological matrices following intraperitoneal administration of co-loaded nanoformulations: Method validation and biodistribution s... by Amna Naz, Sadia Haider, Mavra Rana, Neelum Malik, Attia Afzal, Muhammad Farooq, Muhammad Sarfraz

“…The validated HPLC-UV bioanalytical method was effectively applied in quantification, stability, and pharmacokinetic studies of co-loaded nanoformulations of OA and APG with particle size 163 nm. The entrapment efficiency for OA was 93.95 ± 3.50 %, and for APG, it was 94.5 ± 2.31 % in combined nanoformulation, establishing it as a promising analytical technique for detecting these anticancer agents in complex matrices such as blood, plasma, and polymeric systems.…”
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Research on a traditional Chinese medicine case-based question-answering system integrating large language models and knowledge graphs by Yuchen Duan, Qingqing Zhou, Yu Li, Chi Qin, Ziyang Wang, Hongxing Kan, Hongxing Kan, Jili Hu, Jili Hu

“…However, traditional case studies face challenges such as large data volumes, complex information, and difficulties in efficient retrieval and analysis. …”
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AI and Interventional Radiology: A Narrative Review of Reviews on Opportunities, Challenges, and Future Directions by Andrea Lastrucci, Nicola Iosca, Yannick Wandael, Angelo Barra, Graziano Lepri, Nevio Forini, Renzo Ricci, Vittorio Miele, Daniele Giansanti

“…In total, 27 review studies were selected through the systematic process. Based on the overview, the integration of artificial intelligence (AI) in interventional radiology (IR) presents significant opportunities to enhance precision, efficiency, and personalization of procedures. …”
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Analisis penerapan artificial intellegence (AI) pada manajemen risiko rantai pasok by Ulfah Amirah Khairi, Nurbaiti Nurbaiti, Budi Dharma

“…Global supply chains face various complex and evolving risks, such as logistics disruptions, fluctuations in raw material prices, and natural disasters. …”
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Prediction of microbe-drug associations using a CNN-Bernoulli random forest model by Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu

“…This approach enhances computational efficiency and improves the model’s ability to capture complex patterns, thereby increasing the precision and interpretability of drug response predictions. …”
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DIFFERENTIATED APPROACH TO THE PRESERVATION OF THE ROOTS OF TEETH AND THEIR USE IN DENTAL PROSTHETICS by S.V. Irkha

“…Preliminary examination showed the need to prepare the roots of teeth for dental prosthesis manufacture of orthopedic designs these patients. They used a complex scheme of examination, the result of which were found indications for the manufacture of pin tumbler designs. …”
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Machine Learning Methods of Providing Informational Management Support for Students’ Professional Development by I. G. Zakharova

“…It was shown how this differentiation, based on the complex of previously selected dynamic indicators characterising the changes of professional vocabulary, expands the possibilities for diagnostics and forecasting of professional growth of students. …”
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Gradual Variation-Based Dual-Stream Deep Learning for Spatial Feature Enhancement With Dimensionality Reduction in Early Alzheimer’s Disease Detection by Najmul Hassan, Abu Saleh Musa Miah, Taro Suzuki, Jungpil Shin

“…However, existing approaches face challenges in achieving good performance due to difficulties in capturing complex spatial features and handling high-dimensional data. …”
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Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model by Dedai Wei, Zimo Wang, Minyu Qiu, Juntao Yu, Jiaquan Yu, Yurun Jin, Xinye Sha, Kaichen Ouyang

“…This research offers a new solution for complex optimization scenarios and lays a foundation for advancements in stock market prediction technologies.…”
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Analysis of Flow-induced Vibration Characteristics of Fuel Rods Using POD and DMD Methods by MIN Guangyun1, JIANG Naibin1, 2

“…This finding underscores the importance of selecting appropriate methodologies based on specific objectives and computational efficiency. …”
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Breaking barriers: targeted delivery of resveratrol in lung cancer using folate-integrated and pH-responsive hybrid nanocarriers by Sanjoy Das, Malay K. Das, Taison Jamatia, Nayan Ranjan Ghose Bishwas, Dhritiman Roy, Emdormi Rymbai

“…Abstract Background Targeting lung cancer while sparing healthy cells is the cornerstone of chemotherapy; however, bioavailability issues and complex biological barriers prevent their accumulation in the tumor sites. …”
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Multidisciplinary DRG management for rational medication in obstetrics: a cost analysis in Zhejiang Province by Qiqin Zhang, Geer Zhang, Shuangneng Yang, Meng Zhang, Shujuan Shu, Mengdan Zhao

“…Conclusions The research findings show that early pharmacist involvement in the multidisciplinary team management has positively impacted hospital functioning, including quality, efficiency, and costs. It identifies pharmaceutical costs as the main adjustable expenditure in OZ13 disease group and highlights the necessity of differentiated management for complex cases.…”
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