Hybrid Modeling of an Induction Machine to Support Bearing Diagnostics by Praneet Amitabh, Dimitar Bozalakov, Frederik De Belie

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Multivariate, Automatic Diagnostics Based on Insights into Sensor Technology by Astrid Marie Skålvik, Ranveig N. Bjørk, Enoc Martínez, Kjell-Eivind Frøysa, Camilla Saetre

“…In this paper, we leverage insights into sensor technology, environmental dynamics and the correlation between data from different sensors for automatic diagnostics of a sensor node. …”
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Prognostic and Diagnostic Value of Spontaneous Tumor-Related Antibodies by Sebastian Kobold, Tim Luetkens, Yanran Cao, Carsten Bokemeyer, Djordje Atanackovic

“…Larger prospective trials should be initiated to identify sets of tumor-associated autoantibodies suited for the use in diagnostic algorithms for cancer detection and followup.…”
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A Data-Driven Intelligent Methodology for Developing Explainable Diagnostic Model for Febrile Diseases by Constance Amannah, Kingsley Friday Attai, Faith-Michael Uzoka

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Role of magnetic-resonance imaging of fetus in diagnostics of congenital defects by A. M. Korostyshevskaya, A. A. Savelov

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Chronic Diarrhea in Children: Causes, Mechanisms, Primary Diagnostics and Management by Dmitriy V. Pechkurov, Alena A. Tyazheva

“…Meantime there is no common algorithm for screening of such patients with chronic diarrhea. …”
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Algorithmic Classification of Psychiatric Disorder–Related Spontaneous Communication Using Large Language Model Embeddings: Algorithm Development and Validation by Ryan Allen Shewcraft, John Schwarz, Mariann Micsinai Balan

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Diagnostics of Transmission Bearing Units Based on Thermal Load Study by A. G. Pastukhov, E. P. Timashov

“…In order to implement diagnostics in an automatic mode, an algorithm is developed for a digital transmission malfunction recorder. …”
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piRNA in Machine-Learning-Based Diagnostics of Colorectal Cancer by Sienna Li, Valentina L. Kouznetsova, Santosh Kesari, Igor F. Tsigelny

“…With this data, we developed a machine learning (ML) algorithm and created 1020 different piRNA sequence descriptors. …”
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SEMIOTICS, DIAGNOSTICS AND THERAPY TACTICS OF DEPRESSIVE DISORDERS IN CLINICAL MEDICINE by N. A. Kornetov

“…The process of working out the depressive patients’ management was based on systematization and diagnostic of depression disorders (Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, or International Classification of Diseases, Revision 10); detailed discussions of manifestation and thorough depression symptomatology; management approaches in depression disorders, different in manifestation.Conclusion. …”
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Improved Diagnostics Using Polarization Imaging and Artificial Neural Networks by Jianhua Xuan, Uwe Klimach, Hongzhi Zhao, Qiushui Chen, Yingyin Zou, Yue Wang

“…This paper presents a novel approach to cell or tissue imaging using a full Stokes imaging system with advanced polarization image analysis algorithms for improved diagnostics. The key component of the Stokes imaging system is the electrically tunable retarder, enabling high-speed operation of the system to acquire four intensity images sequentially. …”
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Review of applications of deep learning in veterinary diagnostics and animal health by Sam Xiao, Navneet K. Dhand, Zhiyong Wang, Kun Hu, Kun Hu, Peter C. Thomson, John K. House, Mehar S. Khatkar, Mehar S. Khatkar

“…Moreover, the technology has proven adept at recognising, counting, and classifying cell types in microscope slide images, demonstrating its versatility across different veterinary diagnostic modality. While deep learning shows promise in veterinary diagnostics, several challenges remain. …”
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Screening and validation of diagnostic markers for keloids via bioinformatics analysis by Ze Wang, Bo Hu, Wenfei Li, Tengxiao Ma, Lei Li

“…Methods: The GSE44270, GSE145725, GSE7890 and GSE83286 datasets were analyzed in combination with difference analysis and weighted gene coexpression network analysis (WGCNA) and machine learning algorithms, candidate genes related to KD were screened and verified via receiver operating characteristic (ROC) curves and external datasets. …”
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Bearing Fault Diagnosis based on ACSBP Algorithm by Cheng Jiatang, Xiong Yan

“…Based on these approaches,the model of bearing fault diagnosis is established. The diagnostic results show that the ACSBP algorithm has stronger fault tolerance compared with CSBP and PSOBP models,and can effectively improve the accuracy of bearing fault diagnosis.…”
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DIDADTIC TOOLS FOR THE STUDENTS’ ALGORITHMIC THINKING DEVELOPMENT by T. P. Pushkaryeva, T. A. Stepanova, V. V. Kalitina

“…The developed tools and methods for developing algorithmic style of thinking during the educational process of training in programming is fundamentally different from existing ones that are aimed at kinesthetic channels of perception and activation of motor-memory area. …”
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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

“…The purpose of the article is to provide modern algorithm of diagnostics and treatment in syndrome of acute tonsillitis. …”
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THE ROLE OF RADIATION DIAGNOSTIC TECHNIQUES IN THE DIAGNOSIS OF CHRONIC THROMBOEMBOLIC PULMONARY HYPERTENSION by E. A. Mershina, V. E. Sinitsyn

“…The article is an overview of a diagnostic algorithm and capabilities  of different imaging techniques  in the diagnosis of chronic thromboembolic pulmonary  hypertension (CTEPH). …”
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THE ASSESSMENT OF PRETEST PROBABILITY IN OBSTRUCTIVE CORONARY LESION DIAGNOSTICS: UNRESOLVED ISSUES by A. N. Sumin

“…The review is focused on different PTP scores, the reasons discussed for differences in results of application. …”
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High Diagnostic Accuracy of Long-Term Electrocardiogram Interpretation by General Practitioners by Jarle Jortveit, Miroslav Boskovic, Edvard Liljedahl Sandberg, Jonas Vegsundvåg, Sigrun Halvorsen

“…Arrhythmias (atrial fibrillation/flutter, supraventricular tachycardia, and ventricular tachycardia) were correctly identified in most cases, with sensitivity of 98% (95% CI 95-99%), specificity of 75% (95% CI 68-82%), and diagnostic accuracy of 89% (85-92%). Incorrect automatic system algorithm interpretations were rarely corrected by the GPs. …”
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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

“…At the same time such STD parameters as the required accuracy of the results of technical diagnosis, allowable frequency and duration of diagnosis, a valid memory for storing diagnostic information for the STD for different purposes can vary within a wide range.Thus, the use of methods for test sets’ construction allows to obtain the algorithm of generation of all the necessary information for conducting diagnostic tests using the analytical form of the output function. …”
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