Differential diagnosis in joint and spine damages by N. V. Chichasova

“…A brief algorithm for a differential diagnostic search for joint pain is given.…”
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Identification of telomere maintenance related biomarkers and regulatory mechanisms in chronic obstructive pulmonary disease by machine learning algorithm by Haiyan Cao, Xiangjian Chu

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CELIAC DISEASE SCREENING IN A LARGE DOWN SYNDROME COHORT: COMPARISON OF DIAGNOSTIC YIELD OF DIFFERENT SEROLOGICAL SCREENING TESTS by Dilek Uludağ Alkaya, Seçil Sözen, Birol Öztürk, Nuray Kepil, Tülay Erkan, Hüseyin Tufan Kutlu, Beyhan Tüysüz

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Histopathologic Concerns and Diagnostic Challenges in Hirschsprung’s Disease: An Eastern European Single-Center Observational Study by Emőke Horváth, Zoltán Derzsi, Eliza Löckli, Gyopár-Beáta Molnár, Zsolt Bara, Evelyn Kovács, Horea Gozar

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PSORIATIC ARTHRITIS: AN ALGORITHM FOR MAKING A DECISION ON THE CHOICE OF MANAGEMENT TACTICS by N. A. Shostak, A. A. Klimenko, D. A. Anichkov, A. A. Kondrashov

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Diagnostic accuracy of case-identification algorithms for heart failure in the general population using routinely collected health data: a systematic review by Anita Andreano, Vito Lepore, Pietro Magnoni, Alberto Milanese, Caterina Fanizza, Deborah Testa, Alessandro Musa, Adele Zanfino, Paola Rebora, Lucia Bisceglia, Antonio Giampiero Russo, the PROPHET-I study group

“…Discussion The considerable percentage of studies with a high risk of bias, together with the high clinical heterogeneity among different studies, did not allow to generate a pooled estimate of diagnostic accuracy for HAD-based algorithms to be used in an unselected general adult population. …”
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Causal Diagnosability Optimization Design for UAVs Based on Maximum Mean Covariance Difference and the Gray Wolf Optimization Algorithm by Xuping Gu, Xianjun Shi

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Metal artifact reduction combined with deep learning image reconstruction algorithm for CT image quality optimization: a phantom study by Huachun Zou, Zonghuo Wang, Mengya Guo, Kun Peng, Jian Zhou, Lili Zhou, Bing Fan

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Myocardial infarction with nonobstructive coronary arteries: current state of the problem and diagnostic approaches by A. S. Shilova, A. V. Sherashov, E. S. Pershina, D. Yu. Shekochikhin, M. Yu. Gilyarov

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Periprosthetic joint infections – a scoping review by Youssef Yasmin, Hättich Annika, Klepka Kim Lydia

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THE MODERN APPROACH TO THE EDUCATIONAL PROCESS FOR DIAGNOSIS IN DENTISTRY by I.A. Ozhogan

“…Diagnostic algorithm is a precise instruction on commonly phased implementation of elementary mental operations and actions to establish all diseases in a defined sequence. …”
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An online clustering algorithm predicting model for prostate cancer based on PHI-related variables and PI-RADS in different PSA populations by Jiyuan Hu, Qi Miao, Jiayi Ren, Hongbo Su, Xianlu Zhang, Jianbin Bi, Gejun Zhang

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Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account. by Philipp Hahn, Werner Lechner, Rainer-Georg Siefen, Christina Lampe, Peter Nordbeck, Lorenz Grigull, Thomas Lücke

“…<h4>Result</h4>We were able to show that a relatively small sample is sufficient to achieve a sensitivity of 88.12% for the presence of Fabry disease, taking into account gender-specific differences in the disease perception during the pre-diagnostic phase. …”
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The Impact of a Line Probe Assay Based Diagnostic Algorithm on Time to Treatment Initiation and Treatment Outcomes for Multidrug Resistant TB Patients in Arkhangelsk Region, Russia... by Platon Eliseev, Grigory Balantcev, Elena Nikishova, Anastasia Gaida, Elena Bogdanova, Donald Enarson, Tara Ornstein, Anne Detjen, Russell Dacombe, Elena Gospodarevskaya, Patrick P J Phillips, Gillian Mann, Stephen Bertel Squire, Andrei Mariandyshev

“…There was no statistically significant difference in smear and culture conversion rates between the two algorithms.…”
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Development of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Media by Kazizat Iskakov, Almaz Tatin, Natalya Glazyrina, Ainur Kussainova, Nurgul Uzakkyzy, Kakim Sagindykov

“…This study presents the development of a discrete algorithm for interpreting ground-penetrating radar (GPR) data in vertically inhomogeneous media for the diagnostics of road structures. …”
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Using modern clustering techniques for parametric fault diagnostics of turbofan engines by I. J. Buraimah

“…Recording generated parametric data during these different phases leads to a massive amount of in-flight data and maintenance reports, which makes the task of designing and developing a fault diagnostic system highly challenging. …”
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Diagnostic and treatment of fibrinothorax by V. V. Lishenko, D. A. Zaytsev, A. V. Kochetkov, A. A. Kurygin

“…This term reflects the essence and timing of the pathological process in the pleural cavity and defines a specific set of necessary therapeutic and diagnostic measures.METHODS AND MATHERIALS. 67 patients with fibrinothorax of different volumes were examined and treated. …”
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Development of an algorithm for optimizing the implementation of ultrasound in the diagnostic workflow in clinical practice: preliminary phase of the RADIAL study, a project of the... by Garifallia Sakellariou, Antonella Adinolfi, Joao Madruga Dias, Arianna Damiani, Greta Carrara, Carlo Alberto Scirè, Alberto Batticciotto, Manuela Costa, Emilio Filippucci, Francesco Porta, Marco Canzoni, Annamaria Iagnocco, Georgios Filippou

“…To develop and test an algorithm with the aim of optimizing the implementation of ultrasound in the diagnostic workflow in clinical practice. …”
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Construction of a feature gene and machine prediction model for inflammatory bowel disease based on multichip joint analysis by Yan Chaosheng, Sun Haowen, Rao Jingjing, Dai Yuanyuan, Duan Wenhui, Sheng Yingyue, Xue Yuzheng

“…On the basis of methods such as artificial neural networks (ANNs), machine learning techniques, and the SHAP model, we developed a diagnostic model for IBD. To select genetic features, we utilized three machine learning algorithms, namely, least absolute shrinkage and selection operator (LASSO), support vector machine (SVM), and random forest (RF), to identify differentially expressed genes. …”
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Differential Diagnostic Indicators for the Appointment of Non-Steroidal Anti-Inflammatory Therapy in the Treatment of Red Eye Syndrome at the Stage of Primary Outpatient Admission.... by V. N. Trubilin, E. G. Polunina, A. A. Kozhukhov, V. V. Kurenkov, N. V. Moreva, A. V. Trubilin, K. V. Chinenova

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