Machine learning‐assisted point‐of‐care diagnostics for cardiovascular healthcare by Kaidong Wang, Bing Tan, Xinfei Wang, Shicheng Qiu, Qiuping Zhang, Shaolei Wang, Ying‐Tzu Yen, Nan Jing, Changming Liu, Xuxu Chen, Shichang Liu, Yan Yu

“…The advancement of machine learning techniques has sparked considerable interest in medical research and engineering, offering ways to enhance diagnostic accuracy and relevance. …”
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Diagnostic Value of Glycosylated Extracellular Vesicle microRNAs in Gastric Cancer by Wang S, Ma C, Ren Z, Zhang Y, Hao K, Liu C, Xu L, He S, Zhang J

“…The signatures were screened in a discovery cohort of GC patients (n=55) and non-disease controls (n=46) using an integrated process, including high-throughput sequencing technology, screening using a complete bioinformatics algorithm, validation using RT-qPCR, and evaluation by constructing a diagnostic model. …”
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The Value of MRI and Radiomics for the Diagnostic Evaluation of Thyroid-Associated Ophthalmopathy by Weiyi Zhou, Yan Song, Jufeng Shi, Tuo Li

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Developing the new diagnostic model by integrating bioinformatics and machine learning for osteoarthritis by Jian Du, Tian Zhou, Wei Zhang, Wei Peng

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DIDADTIC TOOLS FOR THE STUDENTS’ ALGORITHMIC THINKING DEVELOPMENT by T. P. Pushkaryeva, T. A. Stepanova, V. V. Kalitina

“…The research used methods: analysis; modeling of cognitive processes; designing training tools that take into account the mentality and peculiarities of information perception; diagnostic efficiency of the didactic tools. …”
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Multinomial logistic regression algorithm for the classification of patients with parkinsonisms by Eva Štokelj, Tomaž Rus, Jan Jamšek, Maja Trošt, Urban Simončič

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Relevance of telemonitoring algorithms for the management of home noninvasive ventilation by Clara Bianquis, Kinan El Husseini, Léa Razakamanantsoa, Adrien Kerfourn, Emeline Fresnel, Jean-Christian Borel, Antoine Cuvelier, Johan Dupuis, Frédéric Gagnadoux, Capucine Morélot-Panzini, Jesus Gonzalez-Bermejo, Jean-François Muir, Arnaud Prigent, Claudio Rabec, Wojciech Trzepizur, Joao Winck, Patrick Brian Murphy, Maxime Patout

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New Diagnostic Candidate Molecular Biomarkers of Acute Respiratory Distress Syndrome by V. V. Moroz, A. M. Golubev, A. N. Kuzovlev, V. M. Pisarev

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THE CONCEPT OF NOVEL NATIONAL CLINICAL GUIDELINES ON OBESITY by E. V. Shlyakhto, S. V. Nedogoda, A. O. Konradi, E. I. Baranova, V. V. Fomin, A. L. Vertkin, G. A. Chumakova

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HEART FAILURE IN SYSTEMIC LUPUS ERYTHEMATOSUS: RISK FACTORS AND DIAGNOSTIC FEATURES by T. A. Panafidina, T. V. Popkova

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Differential diagnostics and medical tactics in acute tonsillitis (quinsy) at the present stage by E. I. Krasnova, N. I. Khokhlova, V. V. Provorova, A. N. Evstropov

“…In the article, optimum tactics of clinical assessment, including use of special scales, microbiological research is discussed in detail, and diagnostic algorithms and tactics of therapy in acute tonsillitis (including Streptococcal tonsillitis) are also suggested.…”
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PHOTOGRAMMETRIC METHOD OF OBTAINING A DIAGNOSTIC 3D MODEL OF THE JAW by D.M. Korol, K.D. Toncheva, D.D. Kindiy

“…The algorithm consisted of 50 frame photographing of a plaster model. …”
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THE ASSESSMENT OF PRETEST PROBABILITY IN OBSTRUCTIVE CORONARY LESION DIAGNOSTICS: UNRESOLVED ISSUES by A. N. Sumin

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EXPERIENCE OF USING DIGITAL SYSTEMS FOR DIAGNOSTICS OF HYPERTROPHIC SKIN SCARS OF FACE by D.S. Avetikov, O.P. Bukhanchenko, I.O. Ivanytsky, N.A. Sokolova, I.V. Boyko

“…Currently, conventional algorithms for selecting methods of treating patients with scars are available. …”
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FEATURES OF DIAGNOSTIC AND THERAPEUTIC TACTICS FOR BLUNT ABDOMINAL TRAUMA WITH DAMAGE TO THE PANCREAS by A. B. Singayevsky, S. G. Scherbak, B. V. Sigua, N. M. Vrublevsky, A. V. Nikiforenko, A. A. Kurkov, A. K. Dyukov

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The main approaches to the formation of competence in the field of diagnostics of circuits based on FPGA by Yuriy V. Shapovalov, Boris N. Chugaev

“…In addition, these methods are necessary for diagnosis of such circuits during their manufacture and operation.The determination of a technical condition of diagnostic object consists in submitting to it a sequence of input actions and subsequent analyze of the degree of matching between the output actions and the algorithm, which the diagnostic object must implement. …”
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Decannulation ahead: a comprehensive diagnostic and therapeutic framework for tracheotomized neurological patients by Rainer Dziewas, Tobias Warnecke, Bendix Labeit, Volker Schulte, Inga Claus, Paul Muhle, Anna Brake, Lena Hollah, Anne Jung, Jonas von Itter, Sonja Suntrup-Krüger

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Orthostatic Hypotension: Definition, Pathophysiology, Classification, Prognostic Aspects, Diagnostics and Treatment by O. D. Ostroumova, M. S. Cherniaeva, M. M. Petrova, O. V. Golovina

“…In addition, OH is classified based  on etiology – primary and secondary; and pathophysiological principle – neurogenic OH and not a neurogenic OH (or functional). The algorithm for identifying patients with a high risk of development of OH and diagnostic methods are also presented. …”
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Diagnostics and treatment of peptic ulcer: clinical guidelines of the Russian gastroenterological Association by V. T. Ivashkin, A. A. Sheptulin, I. V. Mayev, Ye. K. Baranskaya, A. S. Trukhmanov, T. L. Lapina, S. G. Burkov, A. V. Kalinin, A. V. Tkachev

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Method of investigating thermal fluctuation processes in problems of diagnostics and prediction of insulating materials by Marina N. Dubyago, Nikolay K. Poluyanovich, Vyacheslav Kh. Pshikhopov

“…The work objective is to improve the nondestructive diagnostics methods, namely, the development of an automated control system for the state of insulation, and a computational and experimental study. …”
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