Decision support algorithm to prevent hardware failures by E. A. Abidova

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The clinical and laboratory algorithm for the diagnosis of acute cytomegalovirus infection in children by A. V. Permjakova, N. S. Pospelova, E. V. Melekhina

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Analysis of diagnostic genes and molecular mechanisms of Crohn’s disease and colon cancer based on machine learning algorithms by Jie Xiao, Junyao Liang, Tao Zhou, Man Zhou, Dexu Zhang, Hui Feng, Chusen Tang, Qian Zhou, Weiqing Yang, Xiaoqin Tan, Wanjia Zhang, Yin Xu

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Modern approaches to the diagnosis and treatment of cardiac sarcoidosis: results of a cohort study by S. V. Mairina, D. V. Ryzhkova, L. B. Mitrofanova, A. V. Ryzhkov, P. M. Murtazalieva, O. M. Moiseeva

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Assessing the performance of a point-of-need diagnostic algorithm in rapid detection of peripheral lymph node tuberculosis (Mobile-TB-Lab): a diagnostic evaluation study protocol by Dinesh Mondal, Lydia Nakiyingi, Elizabeth Ekirapa Kiracho, Kevin Cassar, Arianna Ceruti, Julius Boniface Okuni, Manfred Weidmann, Bishwajit Bhowmik, Prakash Ghosh, Shaheda Anwar, Martin Siegel, Nishad Tasnim Mithila, Sophie Elisabeth Müller, Farhana Rahman Luba, Rea Maja Kobialka, Bishnu Pada Dey, Syed Nazin Morshed, Cemre Arpa, Md Arko Ayon Chowdhury, Ahmed Abu Saleh, Ahmed Abd El Wahed, Sophie Schneitler

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Diagnostics and age-related evolution of Lennox–Gastaut syndrome. Management in diverse patient age periods by E. D. Belousova, S. G. Burd, N. A. Ermolenko, K. Yu. Mukhin

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Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative by Norman Zerbe, Lars Ole Schwen, Christian Geißler, Katja Wiesemann, Tom Bisson, Peter Boor, Rita Carvalho, Michael Franz, Christoph Jansen, Tim-Rasmus Kiehl, Björn Lindequist, Nora Charlotte Pohlan, Sarah Schmell, Klaus Strohmenger, Falk Zakrzewski, Markus Plass, Michael Takla, Tobias Küster, André Homeyer, Peter Hufnagl

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Modelling environment for analyzing the algorithms for 3D reconstruction of videoendoscopic research objects by A. F. Chernyavsky, K. A. Halavataya, V. S. Sadau

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Magnetic resonance semiotics of prostate cancer according to the PI-RADS classification. The clinical diagnostic algorithm of a study by A. S. Korobkin, M. A. Shariya, A. S. Chaban, G. A. Voskanyan, A. Z. Vinarov

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Clinical case of a patient with focal cortical dysplasia IIa adjacent to the speech center: diagnostic and therapeutic algorithms by N. V. Muzhikina, N. Yu. Koroleva, V. R. Kasumov, P. V. Pushnoy, A. D. Korotkov, I. A. Kotomin, M. V. Kireev

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Analysis of phenotypic manifestations of connective tissue dysplasia in adult patients with osteogenesis imperfecta and development of a diagnostic algorithm by D. I. Valeeva, R. I. Khusainova, L. N. Khusainova, M. M. Khafizov, A. V. Tyurin

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Primary myelofibrosis: own experience and news from diagnostic and treatment by K. M. Abdulkadyrov, V. A. Shuvaev, I. S. Martynkevich

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A Diagnostic and Performance System for Soccer: Technical Design and Development by Alberto Gascón, Álvaro Marco, David Buldain, Javier Alfaro-Santafé, Jose Victor Alfaro-Santafé, Antonio Gómez-Bernal, Roberto Casas

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Research on bearing fault diagnosis based on improved northern goshawk algorithm optimizing SVM by WU Xiaojun, LI Quwei

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Identification and Validation of Four Serum Biomarkers With Optimal Diagnostic and Prognostic Potential for Gastric Cancer Based on Machine Learning Algorithms by Yi Liu, Bingxian Bian, Shiyu Chen, Bingqian Zhou, Peng Zhang, Lisong Shen, Hui Chen

“…Subsequently, the machine learning algorithms including least absolute shrinkage and selection operator (LASSO) regression and random forest (RF), combined with multiCox analysis were exploited to identify hub genes. …”
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Kohonen’s algorithm in problems of classification of defects in printed circuit assemblies by S. U. Uvaysov, V. V. Chernoverskaya, An Kuan Dao, Van Tuan Nguyen

“…They, in turn, became the basis of the database of electronic node failures. To implement diagnostic procedures and identify the technical condition, an artificial neural network based on selforganizing Kohonen maps was created, its structure, parameters and algorithms of functioning were determined. …”
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How to Distinguish Attenuated Forms of Mucopolysaccharidosis and Articular Forms of Juvenile Arthritis: Development of Diagnostic Algorithm Based on the Data from Multicenter Retro... by Natalia V. Buchinskaya, Nato D. Vashakmadze, Natalia V. Zhurkova, Lubov S. Sorokina, Liudmila К. Mikhaylova, Leyla S. Namazova-Baranova, Ekaterina Yu. Zakharova, Valentina I. Larionova, Mikhail M. Kostik

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Integrated neural network and evolutionary algorithm approach for liver fibrosis staging: Can artificial intelligence reduce patient costs? by Ali Nazarizadeh, Touraj Banirostam, Taraneh Biglari, Mohammadreza Kalantarhormozi, Fatemeh Chichagi, Amir H Behnoush, Mohammad A Habibi, Ramin Shahidi

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The principles of planned surgical treatment of chronic duodenal ulcer(40-years experience of Clinic named for S.P. Fyodorov) by N. A. Maystrenko, A. A. Kurygin, Al. A. Kurygin

“…The experience of planned treatment more than 2 000 patients with chronic duodenal ulcer makes it possible to work out the diagnostic algorithm, based on complex research of acidic stomach secretion. …”
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Differential diagnosis in joint and spine damages by N. V. Chichasova

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