Development of machine learning models for predicting depressive symptoms in knee osteoarthritis patients by Dan Li, Han Lu, Junhui Wu, Hongbo Chen, Meidi Shen, Beibei Tong, Wen Zeng, Weixuan Wang, Shaomei Shang

“…Model performance was assessed using the area under the operating characteristic curve (AUC), calibration curves, and decision curve analysis. The most important features were extracted from the optimal model on external validation. …”
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Unified in diversity: Unravelling emerging knowledge on drought impact cascades via participatory modeling by Jan Sodoge, Zora Reckhaus, Christian Kuhlicke, Mariana Madruga de Brito

“…Diverse groups exhibit enhanced capabilities in tackling complex problems compared to individuals. Also, involving diverse stakeholders has been shown to improve the understanding of complex social-ecological systems. …”
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Fundus camera-based precision monitoring of blood vitamin A level for Wagyu cattle using deep learning by Nanding Li, Naoshi Kondo, Yuichi Ogawa, Keiichiro Shiraga, Mizuki Shibasaki, Daniele Pinna, Moriyuki Fukushima, Shinichi Nagaoka, Tateshi Fujiura, Xuehong De, Tetsuhito Suzuki

“…More importantly, a new method was exemplified to utilise visualisation heatmap for colour-related DNNs tasks, and it was found that chromatic features extracted from LRP heatmap highlighted-ROI could account for 70% accuracy for the prediction of vitamin A deficiency. …”
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Tapping the Potential of the Molecular Genetic Expert Research of Objects of Animal Origin in the Fight against Their Illegal Trafficking by Sergei V. Aramilev, Viktoriya V. Gulevskaya, Georgii G. Omel’yanyuk, Anna A. Rybakova, Irina V. Storozhenko

“…Methods based on the DNA analysis can also be applied for solving problems related to establishing the source of origin of the animal, in some cases – its habitat. …”
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Evaluating the impact of undergraduate ophthalmology education on medical students’ competency in eye care: a cross-sectional study in Jordan by Rami Al-Omari, Khayry Al-Shami, Almu’atasim Khamees, Saja Karaja, Danya Radaideah, Omamah Shlool, Nedalaldeen Alnajadat, Ameera Basim Issa Etoom, Manar Al-Shami

“…Abstract Background Ophthalmology is a crucial aspect of primary care, often featuring prominently in both general practice and emergency settings. …”
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FANTASY AND FANTASMAGORY IN THE MODERN UKRAINIAN DRAMATURGY (CONFLICT AND CHARACTER) by Nataliya L. Yuhan

“…Kovalenko, “Mirror” the world of fantastic creatures and common things is projected into problems of human relationships (interpersonal and interpersonal). …”
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Modern trends in diagnostics and prediction of results of anti-vascular endothelial growth factor therapy of pigment epithelial detachment in neovascular agerelated macular degener... by E. V. Kozina, S. N. Sakhnov, V. V. Myasnikova, E. V. Bykova, L. E. Aksenova

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Online variational Gaussian process for time series data by Weidong Wang, Mian Muhammad Yasir Khalil, Leta Yobsan Bayisa

“…Abstract Gaussian processes (GPs) are a powerful and popular framework for addressing machine learning problems, particularly for time-dependent data such as that generated by the Internet of Things (IoT). …”
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The Normative Basis of the Legal Status of a Military Serviceman on the Lands of Ukraine in the 19th Century by B. H. Holovko

“…In search of an answer to the question of the reasons for the unprovoked aggression of the Russian Federation against Ukraine, researchers turn to the first steps in the common history of the two states, including in the field of military law. One of the key problems in this direction is the clarification of the legal status of a serviceman on the territory of Ukraine during the period of Modern History. …”
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Nuclear War as It Looks by M. V. Supotnitskiy

“…Real examples show the features of the destruction of engineering objects and the impact on people of the damaging factors of a nuclear explosion. …”
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Russian-language publication activity of medical researchers in during the COVID-19 pandemic: “post-COVID-19 syndrome” by O. T. Kim, O. M. Drapkina, Yu. V. Rodionova

“…Furthermore, 23,5% of publications described the course of PCS in specific groups of patients, particular issues of COVID-19 consequences, and healthcare management problems. We also revealed that 11,7% of publications were devoted to general rehabilitation, 71% — to imaging diagnostics, 5,6% — to herd immunity to the Severe Acute Respiratory Syndrome CoronaVirus 2 (SARSCoV-2), and 5,6% — to PCS features in children. …”
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Analisis Usability Aplikasi Sistem Informasi Destinasi Wisata Pulau Ambon Berbasis Android by Sri Widyanti Ginting, I Made Sudarma

“…The author in this case creates an application to see the user's perception of the application of Android-based tourism information systems in Ambon City by relying on features that can be easily accessed with an easy display. …”
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The Method of Calculation of the Evolution of Thermal and Energy Characteristics of the Accelerated Hydration Process of Concrete Products by A. M. Niyakovskii, V. N. Romaniuk, A. N. Chichko, Yu. V. Yatskevich

“…Boundary and initial conditions will make it possible to solve modeling problems for any 3D-design. The goal of the study is to develop a method for calculating the energy characteristics dynamics of the hardening of 3D-concrete products subjected to heat treatment, based on a grid non-equilibrium thermal model. …”
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Historical aspect of the european understanding of the rule of law by Kelbya S.

“…In order to achieve the set goal, a comprehensive analysis of the available information regarding the analyzed problem was carried out and conclusions and proposals were formed on their basis. …”
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Earthquake resilience of densely populated settlements: A strategic approach to mitigate Istanbul’s earthquake risk by Gülru Koca

“…In this context, the problems that needs to be improved are revealed and a conceptual framework of an urban planning strategy is presented to construct an earthquake resilient city that provides satisfaction to all its stakeholders.…”
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HABITUS KREATIVITAS GAMBAR ILUSTRASI MAHASISWA PGSD by Probosiwi Probosiwi, Fery Setyaningrum

“…Data collection techniques were obtained from observation, interviews, and document review. Important features of the grounded theory approach are: a) using theory as an explanation of a phenomenon in the practice of making illustrative images in online learning; b) research questions are directed to explore problems; c) data analysis is carried out in stages through the stages of consulting the concept and design of the work; d) data collection; e) data analysis supported by theoretical reinforcement. …”
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Automatic detection and counting of wheat spike based on DMseg-Count by Hecang Zang, Yilong Peng, Meng Zhou, Guoqiang Li, Guoqing Zheng, Hualei Shen

“…However, in actual production, due to the susceptibility of wheat spike images to factors such as lighting conditions, shooting angles, occlusion, and overlap, the contour and features of wheat spike is unclear, which affects the accuracy of automatic detection and counting of wheat spike. …”
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Immigration policy of the people’s republic of China in the past and in the present (outline of contemporary Chinese historiography) by Nikolai Andreev

“…The significance of such a study is also due to the fact that Chinese authors’ interpretations of the problems of immigration policy are determined by the ideological attitudes that exist in this regard. …”
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THE FORMATION AND DEVELOPMENT OF CORPORATE CULTURE OF THE MEDICAL ORGANIZATIONS by O. L. Zadvornaya, V. Alekseev, K. Borisov

“…The article is devoted to the problem of formation and development of corporate culture as the main factor of the successful functioning of medical organization in terms of optimization of activity of the health system. …”
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Activity of Parathyroid Hormone Receptor Genes in Ligamentum Flavum Biopsies of Patients with Spinal Canal and Dural Sac Stenosis at the Lumbar Level by L. V. Rodionova, L. G. Samoilova, V. A. Sorokovikov

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