Word-embedding Based Text Vectorization Using Clustering by Vitaly I. Yuferev, Nikolai A. Razin

“…The resulting vector representation of the text can be additionally enriched using the vectors of words of the original dictionary obtained by decreasing the dimension of their embeddings for each cluster.A series of experiments to determine the optimal parameters of the method is described in the paper, the proposed approach is compared with other methods of text vectorization for the text ranking problem – averaging word embeddings with TF-IDF weighting and without weighting, as well as vectorization based on TF-IDF coefficients.…”
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Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics by Katarzyna Włodarska, Igor Khmelinskii, Ewa Sikorska

“…The models were cross-validated and evaluated based on the determination coefficients (R2), root-mean-square error of cross-validation (RMSECV), and relative error (RE). …”
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ORGANIZATIONAL ASPECTS OF THE FORMATION OF CLINICAL STANDARDS FOR THE PREVENTION OF DENTAL DISEASES by Елена Александровна Тё, Игорь Анатольевич Тё, Елена Александровна Киселева, Динар Минзагитович Гарафутдинов, Маргарита Владимировна Сергеева, Сергей Владимирович Черненко, Ксения Сергеевна Киселева, Вадим Гельевич Мозес, Елена Владимировна Рудаева, Светлана Ивановна Елгина, Кира Борисовна Мозес, Яэль Центер

“…Morphometric characteristics of the dental system in the formed permanent bite in boys and girls of the Kemerovo region have regional characteristics, which requires the introduction of correction coefficients in the calculations. Regional features of anthropometric indicators of the dental apparatus are implemented as a way to improve the methods of diagnosis and prevention of dental diseases. …”
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Genetic passport as a basis for primary and secondary prevention of cerebral infarction in young people by T. I. Dutova, I. N. Banin, N. A. Ermolenko

“…To develop comprehensive clinical and genetic criteria for various pathogenetic variants of ischemic stroke (IS) to control the preventive measures for primary and secondary disorders of cerebral circulation.Materials and methods. The genetic, clinical and laboratory results of the examination of 280 patients with ischemic stroke (IS) have been analyzed. …”
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Evaluation of anti-inflammatory properties on the surface of dental implants depending on the type of processing (Part 1) by S. D. Varzhapetian, M. A. Shyshkin, T. V. Strogonova

“…The assessment of the severity of peri-implantitis and mucositis based on the depth of the peri-implant pocket and bleeding during probing, determination of the coefficient of stability of implants (KSI) is given. …”
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Comparative Reproducibility Analysis of Thoracic Aorta Morphometric Parameters According to Computed Tomography and Magnetic Resonance Angiography by Yu. V. Varlamova, V. V. Saushkin, N. I. Ryumshina, D. S. Panfilov, B. N. Kozlov, S. I. Sazonova

“…Objective: to compare intra- and inter-operator reproducibility of thoracic aorta (ThAo) morphometric parameters, calculated by multislice computed tomography (MSCT) and magnetic resonance imaging (MRI).Material and methods. The prospective study included 20 patients with ascending aorta (AAo) dilatation (≥45 mm). …”
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Non-invasive monitoring of microcirculation dynamics in hypovolemic shock: a novel application of diffuse correlation spectroscopy by Hiroki Matsushita, Koki Kurono, Mikie Nakabayashi, Kei Sato, Hidetaka Morita, Yuki Yoshida, Masafumi Fukumitsu, Kazunori Uemura, Toru Kawada, Masashi Ichinose, Yumie Ono, Keita Saku

“…Abstract Background Microcirculatory dysfunction is a poor prognostic indicator for the management of critically ill patients, highlighting the need for the development of appropriate assessment methods. Current microcirculatory parameters are often indirect, invasive, or lack immediacy and continuity, with no standardised markers for critical care. …”
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LC-MS/MS Analysis of albendazole and its metabolites in animal tissues by Ana Csuma, Ana Cismileanu

“…In order to establish the withdrawal time necessary for depletion of the residues to sufficiently low concentration not to affect human health, biological tests performed on animals implicitly involve the use ofsensitive and reliable analytical methods for residues determination.The aim of this work was to establish and validate a sensitive and reliable method for simultaneous determination of albendazole and its metabolites, albendazole sulfoxide, albendazole sulfone and 2-aminoalbendazole sulfone in animal tissues by LC/MS/MS. …”
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Characteristics of chitosan from Penaeus monodon on chitosan-gelatin suspension viscosity by Widyasri Prananingrum, Grace Caroline Setiawan, Vindya Meinda Putri, Baiq Nadia Risna Wahyuning, Fitria Rahmitasari, Sularsih Sularsih, Nurina Rizka Ramadhania, Sri Fatmawati

“…Purpose: To investigate the characteristics of chitosan from P. monodon shells and their influence on the viscosity of a chitosan-gelatin suspension. Methods: P. monodon shells from Tarakan Waters were prepared using three methods: Group 1) deproteinization-depigmentation-deacetylation, Group 2) demineralization-depigmentation-deacetylation, and Group 3) deproteinization-demineralization-depigmentation-deacetylation. …”
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Analysis of associated factors affecting hematoma evacuation rates in spontaneous intracerebral hemorrhage with stereotactic aspiration combined with catheter drainage by Xinqun Luo, Keming Song, Lingyun Zhuo, Fuxin Lin, Zhuyu Gao, Qiu He, Yan Zheng, Kunbin Lian, Huangcheng Shangguan, Xingguang Luo, Yuanxiang Lin, Dezhi Kang, Wenhua Fang

“…Multivariate logistic regression using the stepwise forward method to identify the independent risk factors. A predictive scoring model was developed based on regression coefficients. …”
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Optimization, Design, and Implementation of Biodiversity-Focused Fisheries Survey Stations: A Case Study of the Coastal Waters of Maoming by Yuexiu DENG, Yongheng HUANG, Jianyu DONG, Ning CHEN, Jing ZHANG, Xuefeng WANG

“…However, most research primarily focuses on optimizing either stratification or sample allocation and pays less attention to methods that simultaneously optimize both stratification and sample allocation. …”
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Dynamic response of twin parallel tunnels in unsaturated soil under metro train loadings by Yiyang Liu, Guocai Wang, Yonger Ji, Siyu Jin, Tianshi Wan

“…Mixed boundary conditions were applied to determine unknown coefficients in the general solutions, yielding closed-form analytical solutions for dynamic displacement fields, as well as pore water/air pressure fields of the tunnel linings and soil. …”
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Development of Professional Competencies in IT-specialists by Anatolii V. Karpov, Aleksandr A. Karpov, Sergei O. Prisyazhnyuk

“…In addition, the method of correlation analysis was used, including in the variant of determining the coefficients of the correlation ratio (η). …”
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Do leaf traits shape herbivory in tropical montane rainforests? A multispecies approach by Jana E. Schön, Raya Keuth, Jürgen Homeier, Oliver Limberger, Jörg Bendix, Nina Farwig, Roland Brandl

“…We established nine 1‐ha square plots evenly distributed over three different forest types in Ecuadorian tropical montane rainforests where we estimated herbivory as the leaf area loss (in square centimeters) of 20 (±5) leaves sampled from the canopies of 380 tree individuals belonging to 51 tree species (7 ± 1 individuals/species) using lab‐ and spectral‐sensing‐based methods. For each methodological approach, we ran 100 linear mixed‐effects models with all respective leaf traits as predictor and herbivory as response variables for data subsets containing one randomly selected tree individual of each species to estimate the range of the regression coefficients for each trait. …”
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AI Discernment in Foot and Ankle Surgery Research: A Survey Investigation by Steven R. Cooperman DPM, MBA, AACFAS, Abisola Olaniyan MBBS, MPH, PhD, Roberto Brandao DPM, FACFAS

“…Participants, blinded to abstract creation methods, determined whether each was AI or human-generated and provided confidence scores on a 0-100 scale. …”
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Optimization of PLGA-Doxorubicin Hybrid Nanoparticles using Design of Experiments: Synthesis, Characterization, and Applications by Adina TURCU-STIOLICA, Andrei BITA, Maria Viorica CIOCILTEU

“…The encapsulation efficiency of doxorubicin in PLGA nanoparticles was determined using spectrophotometric methods. For chromatographic analysis, an HPLC instrument (Vanquish Core LC system, Thermo Fisher Scientific, USA) equipped with a manual injector and a Diode Array Detector (DAD) was utilized. …”
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The Use of Fourier Transform Infrared Spectroscopy for Quantification of Adulteration in Virgin Walnut Oil by Pengjuan Liang, Hao Wang, Chaoyin Chen, Feng Ge, Diqiu Liu, Shiqi Li, Benyong Han, Xianfeng Xiong, Shenglan Zhao

“…PLS model correlates the actual and FT-IR estimated values of oil adulterants (SO, PO, and SFO) with coefficients of determination (R2) of 0.9958, 0.9925, and 0.9952, respectively. …”
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Physicochemical Properties, Trace Elements, and Health Risk Assessment of Edible Vegetable Oils Consumed in Romania by Nicoleta Matei, Semaghiul Birghila, Simona Dobrinas, Alina Soceanu, Viorica Popescu, Roxana-Georgiana Zaharia (Pricopie)

“…The concentrations of trace elements (Cd, Pb, Cu, Cr, Ni, Co, and Mn) and physicochemical parameters of eight types of edible vegetable oils (obtained from a local market in Romania) were determined using graphite furnace atomic absorption spectrometry (GF-AAS) and Association of Official Analytical Chemists (AOAC) standard methods. …”
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Impact of diffusion-weighted imaging on agreement between radiologists and non-radiologist in musculoskeletal tumor imaging using magnetic resonance by Gustav Lodeiro, Katarzyna Bokwa-Dąbrowska, Andreia Miron, Pawel Szaro

“…Aim: This study aimed to evaluate how including diffusion imaging in the MRI protocol for patients with musculoskeletal tumors affects the agreement between radiologists and non-radiologist. Methods: Thirty-nine patients with musculoskeletal tumors (Ewing sarcoma, osteosarcoma, and benign tumors) consulted at our institution were included. …”
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Women with more severe degrees of temporomandibular disorder exhibit an increase in temperature over the temporomandibular joint by Almir Vieira Dibai-Filho, Ana Cláudia de Souza Costa, Amanda Carine Packer, Ester Moreira de Castro, Delaine Rodrigues-Bigaton

“…Spearman’s correlation coefficients were calculated to determine the strength of associations among variables. …”
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