Legal consequences, measures of prevention and reduction of medical malpractice cases (errors) by A. O. Yanchuk, A. O. Zaporozhchenko, I. P. Katerynchuk, S. O. Kuznichenko, A. V. Kryzhanovska

“…The goal of our research is to determine the quintessence features of “medical malpractice (error)” in the medical-legal context so to determine legal consequences of medical malpractices (errors), and to classify the regulatory measures of prevention of medical malpractice cases and reduction of these problems. …”
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Mask-Guided Spatial–Spectral MLP Network for High-Resolution Hyperspectral Image Reconstruction by Xian-Hua Han, Jian Wang, Yen-Wei Chen

“…To enhance the information flow between MLP blocks, we introduce a multi-level fusion module and apply reconstruction heads to different MLP features for deeper supervision. Additionally, we combine the projection loss from compressive measurements with reconstruction loss to create a dual-domain loss, ensuring consistent optical detection during HS reconstruction. …”
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An Efficient and Fast Model Reduced Kernel KNN for Human Activity Recognition by Zongying Liu, Shaoxi Li, Jiangling Hao, Jingfeng Hu, Mingyang Pan

“…Firstly, kernel method is employed in model KNN, which transforms the input features to be the high-dimensional features. The proposed model KNN with kernel (K-KNN) improves the accuracy of classification. …”
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Evolutionary Prediction of Nonstationary Event Popularity Dynamics of Weibo Social Network Using Time-Series Characteristics by Xiaoliang Chen, Xiang Lan, Jihong Wan, Peng Lu, Ming Yang

“…However, the historical patterns cannot cover the systematical time-series dynamic and volatility features in the prediction problems of a social network. …”
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Adaptive Frequency Domain Data Augmentation for Sequential Recommendation by Zhibin Yang, Jiwei Qin, Donghao Zhang, Jie Ma, Peichen Ji

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Hardware and program system for determination of authenticity of medicines by nuclear quadrupole resonance method by R. R. Khusnutdinov

“…Study the possibility of using a laboratory nuclear magnetic resonance console as a device for detecting counterfeit medicines. The problem of detecting counterfeit and counterfeit medicines is now very acute. …”
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Quantum Variational vs. Quantum Kernel Machine Learning Models for Partial Discharge Classification in Dielectric Oils by José Miguel Monzón-Verona, Santiago García-Alonso, Francisco Jorge Santana-Martín

“…These discharges were originated in dielectric mineral oils and were detected by a high-resolution optical sensor. The captured images were processed in a Scikit-image environment to obtain a reduced number of features or qubits for later training of quantum circuits. …”
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A Multi-Architecture Approach for Offensive Language Identification Combining Classical Natural Language Processing and BERT-Variant Models by Ashok Yadav, Farrukh Aslam Khan, Vrijendra Singh

“…In this paper, we use the Davidson dataset containing 24,783 samples of tweets and proposed three different architectures for detecting OL on social media platforms. Our proposed approach involves concatenation of features (TF-IDF, Word2Vec, sentiments, and FKRA/FRE) and a baseline machine learning model for the classification. …”
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Assessment of the Symmetry and Deformation of a Submarine Hull Using the PCSE Method by Dąbrowski Paweł, Marchel Łukasz, Kiciński Radosław, Lindenbergh Roderik

“…The procedure for local fitting of a plane into the expansion eliminates the problem of varying densities of the hull point cloud. …”
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EBV mononucleosis in children in modern conditions by J. K. Hakizimana, V. N. Timchenko, M. A. Shakmaeva, T. A. Kaplina, M. D. Subbotina, S. L. Bannova, A. V. Fedorova, V. F. Sukhovetskaya, E. B. Pavlova, N. V. Pavlova

“…EBV-mononucleosis is a widespread infectious disease, and also it is an urgent problem of the whole world. The purpose of the research was to study the clinical and laboratory features of EBV-mononucleosis in hospitalized children of different ages in modern conditions. …”
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CT Appearance of Hepatocellular Carcinoma after Locoregional Treatments: A Comprehensive Review by Daniel Marin, Salvatore Cappabianca, Nicola Serra, Assunta Sica, Francesco Lassandro, Roberto D’Angelo, Michelearcangelo La Porta, Francesco Fiore, Francesco Somma

“…Hepatocellular carcinoma (HCC) is a major health problem worldwide, affecting more than 600,000 new patients per year. …”
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Learning Developmental Age From 3D Infant Kinetics Using Adaptive Graph Neural Networks by Daniel Holmberg, Manu Airaksinen, Viviana Marchi, Andrea Guzzetta, Anna Tuiskula, Leena Haataja, Sampsa Vanhatalo, Teemu Roos

“…Reliable methods for the neurodevelopmental assessment of infants are essential for early detection of problems that may need prompt interventions. …”
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A method based on clustering fast search for bearing performance degradation assessment by ShengWen Zhou, Li Zhang, Xiaoming Yang, Fan Xu, BaiGang Du, RuiPing Luo, Wenhui Zeng

“…Abstract To address the problem of relying on manual experience to determine the number of cluster centers, this paper introduces an approach for evaluating the performance degradation of rolling bearings using the clustering by fast search (CFS) algorithm. …”
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Recent Developments in the Use of Covalent Organic Frameworks for Photocatalytic Water Decontamination by Víctor Cepa-López, Miguel Sánchez-Fuente, Alicia Moya, Rubén Mas-Ballesté

“…Water pollution by persistent organic and inorganic contaminants constitutes a significant problem for ecosystems and public health. Organic substances such as dyes, pharmaceutical residues, pesticides, and phenolic compounds are increasingly detected in water due to industrial and agricultural activities. …”
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The prospect of using liquid biopsy in diagnosis and treatment strategy in patients with carcinomas of unknown primary by I. B. Kononenko, M. G. Filippova, A. V. Snegovoy, S. L. Gutorov

“…In order to assess the current state of the problem, a search and analysis of relevant data of the scientific databases PubMed, Medline, RISC was carried out.Results. …”
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A Development Model for Identifying the Uncertainty Sources and Their Impacts on Bridge Construction Projects by Kayvan Mohammadi Atashgah, Rouzbeh Ghousi, Armin Monir Abbasi, Abbasali Tayefi Nasrabadi

“…The analytic hierarchy process (AHP), on the other hand, is a computer technique that solves a complicated problem by breaking it down into numerous basic problems. …”
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Mucocutaneous lesions in renal transplant recipients in Erbil City by Intiha Mohammed Redha, Israa Mohammedamin Qader

“…A thorough examination was performed by a dermatologist to detect and describe the lesions, then a diagnosis was based on the clinical and morphological features. …”
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Combating modern methods of legalisation (laundering) of the funds obtained by criminal means with the use of cryptocurrency by V. Р. Yatsenko, V. S. Bushyn

“…The problems of combating corruption have not lost their relevance over the years. …”
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One-Bit Spectrum Sensing Peculiarities by M. V. Buhaiov

“…The problem of using such ADC is the deterioration of the signal-to-noise ratio (SNR) and the occurrence of spurious spectral components at its’ medium and high values. …”
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Algorithm for the analysis of kinematic characteristics of running by N. S. Davydova, V. Е. Vasiuk, N. A. Paramonova, М. М. Mezhennaya, D. I. Guseinov

“…Biomechanics of motor actions solves the problems of analysis of external motor events - kinematic and dynamic movement parameters. …”
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