Dimensionality cutback and deep learning algorithms efficacy as to the breast cancer diagnostic dataset by Gennady Chuiko, Denys Honcharov

“…Deep Learning methods are complex and opaque; however, their effectiveness can help balance these challenges. The research subjects. Deep Learning algorithms implemented in WEKA software and their efficacy on the Wisconsin Breast Cancer dataset. …”
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Establishing an algorithm for molecular genetic diagnostics in Chinese children with brachydactyly type E by Xueqian Wang, Shengzhuang Guan, Shengzhuang Guan, Yiqing Gao, Rongrong Xie, Fengyun Wang, Xiuli Chen, Haiying Wu, Xiaohui Zhang, Dandan Zhang, Dandan Zhang, Bingyu Yang, Bingyu Yang, Qisang Fan, Qisang Fan, Qing Wang, Qing Wang, Hongying Wang, Tao Feng, Haitao Lv, Ting Chen, Ting Chen

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Hypertension Detection Using Passive-Aggressive Algorithm With The PA-I And PA-II Methods by M. Hafidz Ariansyah, Sri Winarno

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Heart failure with preserved ejection fraction: the role of diastolic stress test in diagnostic algorithms by E. N. Pavlyukova, D. A. Kuzhel

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Diagnostic algorithms in patients with chronic coronary syndromes — what does clinical practice show? by A. N. Sumin

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ALGORITHM OF DIAGNOSTICS AND TREATMENT OF AN AGE-RELATED MACULAR DEGENERATION AT PATIENTS WITH CHRONIC PERIPHERAL UVEITIS by Yu. I. Khoroshikh, O. I. Krivosheina, Ye. V. Melekhin

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The benefits of differential diagnostic algorithm application to the surgical practice through the example of pseudomembranous colitis by L. A. Averyanova, A. A. Baulin, O. A. Baulina, V. A. Baulin, D. D. Lipatova

“…Timely diagnosis allowed the patient to be hospitalized in a specialized hospital and to prescribe adequate treatment according to Clinical recommendations, to exclude possible complications.Conclusions. The diagnostic algorithm presented in the work demonstrated the effectiveness of its application to practice and showed perspectiveness on this direction with further research on other nosologies manifested by abdominal pain syndrome.…”
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Clinical TNM Lung Cancer Staging: A Diagnostic Algorithm with a Pictorial Review by Ivana Kuhtić, Tinamarel Mandić Paulić, Lucija Kovačević, Sonja Badovinac, Marko Jakopović, Margareta Dobrenić, Maja Hrabak-Paar

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ALGORITHM OF DIAGNOSTICS AND TREATMENT OF ELDERLY AND SENILE PATIENTS WITH ACUTE CHOLECYSTITIS, CHOLEDOCHOLITHIASIS AND OBSTRUCTIVE JAUNDICE by M. D. Dibirov, G. S. Rybakov, V. L. Domarev, M. A. Vasilyeva, B. M. Brodetsky, M. V. Kosachenko

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A New Diagnostic Algorithm for Examining Patients with Suspected Chronic Coronary Syndrome: Questions Remain? by A. N. Sumin

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%diag_test: a generic SAS macro for evaluating diagnostic accuracy measures for multiple diagnostic tests by Jacques K. Muthusi, Peter W. Young, Frankline O. Mboya, Samuel M. Mwalili

“…It creates a publication-quality output in Microsoft Word and Excel showing more than 15 different accuracy measures together with overlaid AUROC and AUPRC graphics to help the researcher in making decisions to adopt or reject diagnostic tests. …”
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Diagnostic criteria for spinal muscular atrophy 5q by I. V. Sharkova, E. L. Dadali, S. S. Nikitin

“…A retrospective analysis of the case histories of patients observed at the Research Center of Medical Genetics with a confirmed diagnosis of 5qCMA was carried out.Results. …”
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Insight into the potential of algorithms using AI technology as in vitro diagnostics utilizing microbial extracellular vesicles by Jinho Yang

“…The combination of MEVs and AI technology is being explored for the development of algorithm-based in vitro diagnostics (IVD). Therefore, this study aims to review the integration of MEVs and AI technology as diagnostic tools for personalized medicine. …”
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Diagnostic algorithm of patients’ with pathology of endocrine system examination which demand simultaneous operative treatment by S. N. Zavgorodnii, A. I. Rylov, M. B. Daniluk, O. S. Dolya, A. I. Marusii

“…Diagnostic algorithm of examination of patients with pathology of endocrine system that will permit to detect combined surgical pathology is needed.…”
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Machine learning as a tool for diagnostic and prognostic research in coronary artery disease by B. I. Geltser, M. M. Tsivanyuk, K. I. Shakhgeldyan, V. Yu. Rublev

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Peculiarities of acoustic diagnostic methods in pediatric practice (literature review, own research) by Yu.V. Marushko, O.V. Khomych

“…The aim of this article is to investigate the features of the use of acoustic diagnostic methods in pediatric practice through the analysis of contemporary literature over the past five years, sourced from Scopus and Web of Science databases, as well as conducting original clinical research. …”
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DEVELOPMENT OF DIAGNOSTIC METHOD’S REALIZING ALGORITHM OF THE EQUIPPED WITH THE COURSE STABILITY SYSTEM VEHICLES AT OPERATION STAGE by Il. V. Denisov, I. A. Terentyev

“…As a result, realizing algorithm of the transport machines’ diagnostic method, equipped with the course stability system and based on the three-stage system of technical diagnostics was developed and implemented.Discussion and conclusions. …”
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Diagnostic test accuracy of simplified algorithms for diagnosing acute rheumatic fever: a systematic review by Rui Providencia, Ghazaleh Aali, Fang Zhu, Thomas Katairo, Mahmood Ahmad, Jonathan JH Bray, Ferruccio Pelone, Eloi Marijon, Miryan Cassandra, David S. Celermajer, Farhad Shokraneh

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Identifying Diagnostic Biomarkers for Electroacupuncture Treatment of Rheumatoid Arthritis Using Bioinformatic Analysis and Machine Learning Algorithms by Sun Y, Dong G, Gao H, Yao Y, Yang H

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Algorithm for Non-Contact Monitoring of the Performance of Electronic Equipment Elements by A. V. Grinkevich, А. А. Denis, Т. М. Marchuk

“…The research, described in the article, relates to the field of technical diagnostics – one of the componentsof the process of repairing electronic equipment. …”
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