Closing the Domain Gap: Can Pseudo-Labels from Synthetic UAV Data Enable Real-World Flood Segmentation? by Georgios Simantiris, Konstantinos Bacharidis, Costas Panagiotakis

“…To overcome the lack of human annotations, we employ an unsupervised pseudo-labeling method that generates segmentation masks based on floodwater appearance characteristics. …”
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Deep learning-based classification of hemiplegia and diplegia in cerebral palsy using postural control analysis by Javiera T. Arias Valdivia, Valeska Gatica Rojas, César A. Astudillo

“…This study proposes a method of classification utilizing Recurrent Neural Networks (RNNs) to analyze time series force data obtained via an AMTI platform. …”
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Application of the Mean-shift Segmentation Parameters Estimator (MSPE) to VHSR satellite images: Tetuan-Morocco by O. Benarchid, N. Raissouni, J.A. Sobrino, A. El Ayyan

“…Finally, application of the MSPE method on different landscape’ types show accurate results with Under-Segmentation (US) values ≤0.20 for industrial, residential and rural zones, while for dense residential area values of 0.35.…”
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Different cognitive profiles of Brazilian patients with relapsing-remitting and primary progressive multiple sclerosis by Dóra-Neide Rodrigues, Renata Alves Paes, Claudia Cristina Ferreira Vasconcelos, Jesus Landeira-Fernandez, Maria Papais Alvarenga

“…OBJECTIVE: To investigate cognitive profiles of Brazilian patients with relapsing-remitting multiple sclerosis (RRMS) and primary progressive multiple sclerosis (PPMS) by using a brief battery of neuropsychological tests. METHOD: Sixty-six patients, within 18-65 of age and 3-18 years of education, were paired with healthy control subjects, regarding gender, age, and education level. …”
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Gas-Dynamic Temperature Stratification in the Leontiev Tube: Analytical Study and Numerical Modeling by R. S. Rudnik, A. F. Matveev, V. N. Kovalnogov

“…The objective of this work is to describe the mechanism of interaction between subsonic and supersonic flows and identify key parameters influencing stratification efficiency.Method. The study was conducted using an analytical approach and numerical modeling in the ANSYS Fluent environment. …”
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The role of nursing in promoting nutritional awareness: insights from interactive educational approaches by Mahitab Mohamed Abdelrahman, Reham Hashem, Lareen Magdi El-Sayed Abo-Seif, Mohamed Gamal Elsehrawy

“…Unhealthy dietary patterns are a major global health problem that can negatively impact child mortality and morbidity. Interactive methods, such as puppet shows and flashcards, have emerged as effective tools to promote nutrition awareness among children. …”
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Domain Adaptation Across Geographic Regions Through Region-Specific Feature Learning and Distribution Matching by Takashi Horihata, Soh Yoshida, Mitsuji Muneyasu

“…In contrast to existing methods that eliminate all domain differences, our approach effectively distinguishes between universal object features and region-specific variations. …”
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Innovative approaches for skin disease identification in machine learning: A comprehensive study by Kuldeep Vayadande, Amol A. Bhosle, Rajendra G. Pawar, Deepali J. Joshi, Preeti A. Bailke, Om Lohade

“…This review paper explores the state-of-the-art developments in machine learning methods designed especially for skin disease identification. …”
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Identifying the mitochondrial ribosomal protein MRPL13 as an oncogenic RBP that promotes proliferation, migration, and anti-apoptotic effects in esophageal cancer cells by Yaxi Song, Hui Wang, Shiyao Li, Weili Tao, Chunqing Li, Bin Wang, Caifeng Gong

“…Kaplan-Meier and ROC methods were used to analyze the relationship between risk and prognostic. …”
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Leveraging spatial dependencies and multi-scale features for automated knee injury detection on MRI diagnosis by Jianhua Sun, Ye Cao, Ying Zhou, Baoqiao Qi

“…KneeXNet consistently outperforms the competing methods, achieving AUC scores of 0.985, 0.972, and 0.968 for the detection of knee joint abnormalities, ACL tears, and meniscal tears, respectively. …”
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FEATURES OF COMPREHENSIVE REHABILITATION OF WAR VETERANS by Olga V. Puchyna, Lenina V. Zadorozhna-Knyagnitska, Olha A. Cherepiekhina, Maryna M. Netreba, Alexander M. Gershanov

“…A set of psychodiagnostic methods was used to assess the condition of 60 war veterans: the International Traumatic Events Questionnaire (ITQ); Four-Dimensional Symptom Questionnaire (4DSQ); Visual Analogue Scale (VAS). …”
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Digitalization of education for children with special educational needs in Ukraine by Chekan Oksana

“…The research encompasses the analysis of contemporary theoretical approaches and practical experience in implementing digital tools in the educational process, as well as the specific adaptation of these tools to meet the needs of children with SEN. Research methods include theoretical analysis of literature sources, empirical methods of observation and interviews, and comparative analysis of the results of implementing digital technologies in Ukraine and abroad. …”
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Assessing the readiness of russian industrial enterprises for digital integration in the new economic conditions by N. M. Abdikeev, O. V. Kozhevina

“…The study is based on an interdisciplinary approach, since digital integration relations cover a wide range of tasks, the solution of which involves the use of systemic, factorial, statistical, evidence-based, comparative and expert methods, as well as grouping and clustering. These methods make it possible to identify specific features of the assessment of digital integration in the industry. …”
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Current knowledge on the prevalence and detection techniques of Clonorchis sinensis in China by Jianming Zhang, Jian Cao, Liang Cao, Chao Zhang, Liyuan Gong, Xiaohong Kang

“…The selected studies investigated the prevalence of C. sinensis among various host species in China, and developed the corresponding diagnostic approaches.ResultsVarious diagnostic approaches have been established for detecting C. sinensis. These methods encompass direct identification, molecular techniques, serological assays, and imaging modalities, each of which targets distinct aspects such as morphological characteristics, DNA sequences, specific antibodies, and the visual representation of C. sinensis. …”
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Production and Internal Logistics Flow Improvements through the Application of Total Flow Management by Diana Filipe, Carina Pimentel

“…Therefore, the Total Flow Management (TFM) model was implemented, and several methods and tools were used, such as Value Stream Mapping (VSM), work measurement and 5S’s. …”
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Laryngeal disease classification using voice data: Octave-band vs. mel-frequency filters by Jaemin Song, Hyunbum Kim, Yong Oh Lee

“…Introduction: Laryngeal cancer diagnosis relies on specialist examinations, but non-invasive methods using voice data are emerging with artificial intelligence (AI) advancements. …”
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The impact of environmental quality components on enhancing social health: a case study on residential complexes of Ardabil city by Maleka Negari, Javad Javan Majidi, Elham Alavizadeh

“…This research employed a mixed-methods approach. In the qualitative phase, data were collected through interviews and focus group discussions, while in the quantitative phase, survey methods using both standardized and researcher-made questionnaires were utilized. …”
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Irritable Bowel Syndrome: What Are the Reasons for Dissatisfaction with the Treatment of Patients and Doctors? (Based on the Experience of Medical Institutions of the Northwestern... by A. Yu. Baranovsky, T. V. Reshetova, I. S. Sakeyan

“…Аim: analyze the results of an anonymous survey of patients with irritable bowel syndrome (IBS) to assess the degree of their satisfaction with the results of the therapy and, on this basis, determine the most optimal approaches to treatment. Material and methods. The work was carried out in 8 subjects of the North-Western Federal District of Russia. …”
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Comparison of diclofenac-emulgel local application with oral ibuprofen administration for the treatment of active interphalangeal hand joints osteoarthritis (Heberden and/or Bushar... by J Zacher, K J Burger, L Farber, M Grave, H Abberger, K Bertsch

“…To assess efficacy and tolerability of diclofenac-emulgel local application in comparison with oral ibuprofen administration for the treatment of active interphalangeal hand joints osteoarthritis (Heberden and/or Bushar nodules). Material and methods. 321 pts were randomized into two groups. …”
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ASSESSMENT OF THE TEACHER'S MEDIA-CULTURE AS THE COMPONENT OF QUALIFICATION PORTRAIT by T. A. Boronenko, A. V. Kaysina, V. S. Fedotova

“…Basic research methods involve: a theoretical analysis of psychological and pedagogical literature, generalization of practical experience in media education; diagnostic methods (questionnaire, survey, statistical data collection and processing), pedagogical experiment. …”
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