Diagnosis and treatment of liver injuries in blunt abdominal injury using minimally invasive technologies by Ya. V. Gavrishchuk, V. A. Manukovsky, A. N. Tulupov, A. E. Demko, E. A. Kolchanov, V. E. Savello, M. N. Pravosud

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Diaphragmatic Injury in Multisystem Closed Abdominal Trauma: Features of Diagnosis and Treatment by V. V. Aleksandrov, S. S. Maskin, V. V. Matyukhin

“…The data extraction method was performed by two researchers independently of each other. The analysis was made of multicenter studies, systematic reviews, large case series, original articles (14 retrospective selective studies from 1994 to 2018; a total of 928 patients with closed diaphragmatic injury) and one meta-analysis (2023 patients).RESULTS The treatment and diagnostic algorithm for multisystem closed diaphragmatic injury has been standardized based on the hemodynamic status of the patient, the indications for minimally invasive and open interventions in this category of patients have been clarifi ed, and a description of the staged surgical treatment has been given.CONCLUSION Timely diagnosis, minimally invasive interventions in the treatment of diaphragmatic injuries, as well as their stage-by-stage organization in conditions of severe polytrauma contribute to a decrease in mortality.…”
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Integrating single cell analysis and machine learning methods reveals stem cell-related gene S100A10 as an important target for prediction of liver cancer diagnosis and immunothera... by Shenjun Huang, Tingting Tu

“…We analyzed various datasets, applying negative matrix factorization alongside machine learning algorithms to reveal gene expression patterns and construct diagnostic models. …”
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Development of Automated Image Processing for High-Throughput Screening of Potential Anti-Chikungunya Virus Compounds by Pathaphon Wiriwithya, Siwaporn Boonyasuppayakorn, Pattadon Sawetpiyakul, Duangpron Peypala, Gridsada Phanomchoeng

“…This technology can be seamlessly integrated into existing virological research pipelines, offering a scalable and efficient tool to accelerate drug discovery and improve diagnostic workflows for vector-borne and emerging viral diseases. …”
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Predictors and diagnosis of cardiac autonomic nervous dysfunction in patients with type 1 and type 2 diabetes mellitus by Kirill A. Popov, Alla Y. Tokmakova, Irina Z. Bondarenko

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Extracting diagnoses and investigation results from unstructured text in electronic health records by semi-supervised machine learning. by Zhuoran Wang, Anoop D Shah, A Rosemary Tate, Spiros Denaxas, John Shawe-Taylor, Harry Hemingway

“…For training the algorithm, we used texts classified as positive and negative according to their associated Read diagnostic codes, rather than by manual annotation. …”
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Improving the Diagnosis and Treatment of Acute Appendicitis in Pregnant Women by A.O. Osmanov, S.-M. A. Omarov, M. Z. Zagidov, R. M. Aliyeva

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Results of specialized outpatient follow-up of patients with embolic stroke of undetermined source by P. I. Merkureva, J. D. Bogatenkova, I. A. Voznyuk, V. A. Sorokoumov, E. A. Popov

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Differential Diagnosis of Peripheral Lung Lesions: Capabilities and Limitations of Current Methods by R. N. Islamov, R. A. Sharipov, M. A. Bagirov, R. K. Tukfatullin, G. V. Chitorelidze, E. V. Pavlova, R. K. Yagafarova

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Multisystem Abdominal Trauma in Pregnancy: Multidisciplinary Approach to Diagnosis and Treatment by V. V. Aleksandrov, N. A. Burova, S. S. Maskin, V. V. Matyukhin

“…The absence of systematic reviews and meta-analyses related to the algorithmization of treatment tactics for multisystem abdominal trauma leads to a large percentage of treatment and diagnostic errors and complications, high maternal and perinatal mortality, which, in turn, dictates the need to develop a standardized interdisciplinary approach to the management of this category of patients.Aim of study. …”
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Instrumental Tracheal Rupture by S. A. Khachatryan, F. A. Chernousov, Sh. N. Danielyan

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Idiopathic Intrahepatic Cholestasis as an Unusual Presentation of Hodgkin’s Disease by Hande Atalay, Banu Boyuk, Muhammet Ates, Aslan Celebi, Ismail Ekizoglu, Arzu A. Didik, Aysenur A. Igdem

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Rolling Bearing Fault Diagnosis Method Based on Improved Variational Mode Decomposition and Information Entropy by Wen FAN, Lian GE, Xiaoting XIAO, Fangji GAN, Xin LAI, Hongxia DENG, Qi HUANG

“…A new fitness function combining differential evolution (DE) algorithm with gray wolf optimization (GWO) algorithm is proposed to form a new hybrid optimization algorithm, named DEGWO. …”
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Evaluation of Multi-Class Classification Performance Lung Cancer Through K-NN and SVM Approach by Muh. Indra Endriartono Saputra Troy, Sitti Rahmah Jabir, Siska Anraeni

“…Based on the research and discussion of SVM and KNN performance evaluation, the SVM algorithm produces an accuracy of 98.28%, surpassing the accuracy of the KNN algorithm of 97.25%. …”
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Role of ultrasound and spiral computed tomography in diagnosis of cardioesophageal cancer by I. N. Savelyev, I. G. Frolova, S. G. Afanasyev, S. A. Velichko, S. A. Tuzikov, S. V. Miller

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Controversies in treating nutcracker syndrome by Vitorio Perić, Thomas Ferenc, Tomica Bratić, Jana Bebek, Ivan Antun Mašić, Filip Ferega, Vid Vrčić, Danko Milošević, Helga Sertić Milić, Vinko Vidjak

“…Despite advancements in diagnostic modalities, including Doppler ultrasound, computed tomography, magnetic resonance imaging, and invasive techniques like phlebography, there is still no globally accepted diagnostic algorithm, leading to inconsistencies in diagnosis. …”
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Current approaches to diagnosis, treatment, and monitoring in patients with cryopyrin-associated periodic syndromes (CAPS) by S. O. Salugina, E. S. Fedorov, N. N. Kuzmina

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CONTRAST-ENHANCED COMPUTED TOMOGRAPHIC CHOLANGIOGRAPHY IN DIFFERENTIAL DIAGNOSIS OF THE MALIGNANT AND BENIGN CAUSES OF BILIARY OBSTRUCTION by V. V. Zarubin, A. P. Kurazhov, V. D. Zavadovskaja, O. V. Rodionova, O. S. Tonkikh, I. Yu. Klinovitskiy, M. A. Zorkaltsev, V. I. Haritonkin

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Infectious Complications of Abdominal Wall Damage with a Car Seat Belt. The Experience of Treatment in Four Patients by A. G. Lebedev, T. P. Makedonskaya, V. D. Levitsky, A. V. Sachkav, N. V. Shavrina, O. K. Kaloyeva, P. A. Yartsev

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Features of diagnosing postexertional malaise and chronic fatigue syndrome in the development of medical rehabilitation programs for long COVID by Ksenia S. Avdeeva, Tatiana I. Petelina, Aleksandr V. Gorbachevskii, Yliya A. Sharoyan, Marina I. Bessonova

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