Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models by Saad Hameed, Basheer Qolomany, Samir Brahim Belhaouari, Mohamed Abdallah, Junaid Qadir, Ala Al-Fuqaha

“…The proposed LLM-enhanced PSO method addresses the difficulties of efficiency and convergence by using LLMs (particularly ChatGPT-3.5 and Llama3) to improve PSO performance, allowing for faster achievement of target objectives. …”
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Short-term Outcomes of Intracorporeal Versus Extracorporeal Totally Stapled Anastomosis after Laparoscopic Colectomy: A Propensity Score-matched Cohort Study by Yoshiaki Fujii, Kenji Kobayashi, Hirozumi Sawai, Seiya Yamamoto, Shuhei Uehara, Hirotaka Miyai, Hiroki Takahashi, Shuji Takiguchi

“…Methods: In total, 59 consecutive patients who underwent laparoscopic colectomy between June 2018 and August 2021 were retrospectively assessed. …”
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Sodium Hypochlorite-Modified Hemosorbents in the Treatment of Limb Ischemia-Reperfusion Syndrome: Experimental Study by V. I. Sergiyenko, E. A. Petrosyan, V. I. Onopriyev, Kh. I. - Kh. M. Laipanov

“…Objective: to enhance the efficiency of treatment for limb ischemia-reperfusion syndrome in an experiment, by using the modified hemosorbents that have oxidative properties.Materials and methods. …”
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VSNL1 Promotes Gastric Cancer Cell Proliferation and Migration by Regulating P2X3/P2Y2 Receptors and Is a Clinical Indicator of Poor Prognosis in Gastric Cancer Patients by Qiao-Qiong Dai, Yuan-Yu Wang, Yu-peng Jiang, Li Li, Hui-Ju Wang

“…To further explore the effects of VSNL1, a lentiviral vector expressing a short hairpin RNA (shRNA) against VSNL1 was constructed and transduced into the GC cell lines BGC-823 and SGC-7901. The interference efficiency of VSNL1-shRNA was determined by western blot. …”
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Application of new forms of fertilizers to improve productivity and grain quality of white lupine by G. L. Yagovenko, Т. V. Yagovenko, Т. N. Slesareva, N. M. Zaitseva, N. V. Misnikova

“…The purpose of the current study was to estimate the efficiency of these innovative micro- and macrofertilizers and the methods of their application on a number of indicators that improve productivity and grain quality of white lupine. …”
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Biogenic Synthesis of Photosensitive Magnesium Oxide Nanoparticles Using Citron Waste Peel Extract and Evaluation of Their Antibacterial and Anticarcinogenic Potential by Nawal M. Al Musayeib, Musarat Amina, Farah Maqsood, Kholoud A. Bokhary, Nada S. Alrashidi

“…The physicochemical features of formed CP-MgONPs were determined by sophisticated analytical and microscopic techniques. …”
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Can Artificial Intelligence Create an Accurate Colonoscopy Bowel Preparation Prompt? by Marni H. Wilkoff, Nicholas R. Piniella, Rashmi Advani

“…Background and Aims: Colorectal cancer is the third most common cancer in the United States, with colonoscopy being the preferred screening method. Up to 25% of colonoscopies are associated with poor preparation which leads to prolonged procedure time, repeat colonoscopies, and decreased adenoma detection. …”
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Assessment of structural changes in the left atrium myocardium according to cardiac magnetic resonance with contrast before and after balloon cryoablation in patients with persiste... by O. V. Stukalova, V. S. Kirilova, O. P. Aparina, E. B. Maykov

“…The clinical efficacy of the intervention was evaluated after 12 months and the relationship was determined structural changes in the myocardium of the left atrium according to contrast magnetic resonance imaging data before and after the cryoablation.Results. …”
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A Numerical Investigation of Enhanced Microfluidic Immunoassay by Multiple-Frequency Alternating-Current Electrothermal Convection by Qisheng Wu, Shaohua Huang, Shenghai Wang, Xiying Zhou, Yuxuan Shi, Xiwei Zhou, Xianwu Gong, Ye Tao, Weiyu Liu

“…Compared with traditional immunoassay methods, microfluidic immunoassay restricts the immune response in confined microchannels, significantly reducing sample consumption and improving reaction efficiency, making it worthy of widespread application. …”
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Adaptive capacity and potential properties of varieties bred at the Potato Research Institute of NAAS by А. Ф. Борівський

“…The most common viral diseases of potatoes were rugose mosaic and mosaic leaf curling. High efficiency of the use of bivoltine crop method for potato growing to obtain seed material in the Southern Steppe zone of Ukraine has been proved.…”
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Effects of shading on photosynthetic characteristics and shade-tolerance evaluation of three Ranunculaceae plants by HAN Ruiting, ZHAO Dandan, WANG Weiyi, ZHANG Gexiang*

“…The light saturation point(LSP), light compensation point(LCP)and dark respiration rate(Rd)of the three plants decreased gradually.(3)The original fluorescence(Fo)decreased first and then increased, while the maximum fluorescence(Fm), variable fluorescence(Fv), maximum photochemical efficiency of PS Ⅱ(Fv/Fm)and potential activity of PS Ⅱ(Fv/Fo)values increased first and then decreased; the quantum ratio of heat dissipation(φDo)and the energy dissipated per unit reaction center(DIo/RC)decreased first and then increased, while electron transport quantum yield(φEo), light energy absorbed per unit reaction center(ABS/RC), light energy captured per unit reaction center(TRo/RC), energy used to transfer electrons per unit reaction center(ETo/RC), photosynthetic performance index(PIabs)and comprehensive performance index(PItotal)increased first and then decreased.(4)Comprehensive analysis on 20 single indicators by using analysis methods such as principal component analysis and membership function method showed that the shade-tolerance of the three plants ranked as Thalictrum fortunei > Delphinium anthriscifolium var. savatieri > R. japonicus. …”
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Features of the diagnosis and treatment of patients with AQP-4-positive neuromyelitis optica and MOG antibody disease by V. E. Avdeeva, A. S. Kotov

“…Antibodies to AQP-4 were found in 5 patients, antibodies to MOG were found in 9 patients. 89 % of patients with MOG antibody disease had the number of antibodies to MOG less than 50 pg/ml, determined by the Sandwich-type ELISA method; therefore, multiple sclerosis cannot be excluded (considering the oligoclonal IgG type 2 in three patients). …”
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Machine learning-based prediction of the necessity for the surgical treatment of distal radius fractures by Jongmin Lim, Sehun Chang, Kwangsu Kim, Hee Jin Park, Eugene Kim, Seok Woo Hong

“…Methods Radiographic and clinical data from 1,139 patients were collected and used to train the ML models. …”
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Preparation of enzymatic hydrolysate from crayfish shells and its application in the processing of crayfish whole balls by YANG Qi-fu, XU Wen-si, WEI Na-qiang, XU Yan, YANG Pin-hong

“…Objective: For enhancing the flavor characteristics and nutritional value of crayfish balls, and enriching the diversity of crayfish processed products. Methods: Determined the process of preparing the enzymatic hydrolysate from crayfish shell using compound enzymatic by single-factor and orthogonal array design. …”
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Investment tax benefits in China: special features of legal regulation and comparative analysis with Russian practices by K. A. Ponomareva

“…Based on the above, it seems very relevant to analyze the best international and national practices in order to develop criteria for the effectiveness and efficiency of preferential tax regimes for zones with special economic status.Thus, the specifics of the comparative legal method of research always consists in the fact that it is not necessary to borrow foreign experience, but it is also possible to find the best practices within domestic legislation. …”
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Low-cost single foot operated mechanical suction machine for rural health centers and hospitals by Ahmed Ali Dawud, Ahmed Mohammed Abagaro

“…The ideal length of the cylinder assembly was determined through pressure readings using a digital manometer differential pressure sensor. …”
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Optimizing Fingerprint Identification: CNNs With Raw Images Versus Handcrafted Features for Real-Time Systems by Shaik Salma, Tauheed Ahmed, Garimella Ramamurthy

“…A similarity-based matching mechanism with an optimal threshold of 0.8, determined through Receiver Operating Characteristic (ROC) curve analysis, was employed for classification. …”
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Development and validation of a risk assessment model for predicting the failure of early medical abortions: A clinical prediction model study based on a systematic review and meta... by An-Hao Liu, Bin Xu, Xiu-Wen Li, Yue-Wen Yu, Hui-Xin Guan, Xiao-Lu Sun, Yan-Zhen Lin, Li-Li Zhang, Xian-Di Zhuo, Jia Li, Wen-Qun Chen, Wen-Feng Hu, Ming-Zhu Ye, Xiu-Min Huang, Xun Chen

“…The optimal cutoff value was determined to be 13.5 points, yielding a sensitivity of 83.3% and specificity of 75.4%.…”
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Cyanide ion oxidation by catalytic effect of nickel ferrites activated carbon composites by C. Feijoo, E. De la Torre, R. Narvaez

“…The catalyst that showed the greatest capacity for cyanide transformation was that obtained by the hydro-chemical pathway with oxalic acid, achieving efficiencies of 96.3% oxidation of cyanide ion. It was also determined that the largest impregnation of ferrite on the carbonaceous surface was 52.6% through the treatment with oxalic acid, with which the composite was obtained with the best catalytic properties of cyanide ion.  …”
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MODEL OF AN INTEGRATED ENVIRONMENTAL SAFETY SYSTEM FOR CONSTRUCTION by A. L. Bolsherotov

“…The conducted research has established that environmental safety is determined as the sum of the impacts of construction projects on a unit area of residential territory. …”
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