An Experimental 10-Port Microwave System for Brain Stroke Diagnosis—Potentials and Limitations by Tomas Pokorny, Jan Redr, Hana Laierova, Barbora Smahelova, Jakub Kollar

“…Using the TSVD Born algorithm, it was possible to precisely image changes in the absolute permittivity of different stroke locations; however, changes in stroke size were more apparent in the variations of absolute permittivity than in the reconstructed stroke size within the antenna plane. …”
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PROFESSOR VLADIMIR MIKHAILOVICH TAVROVSKY IS A DOCTOR AND SCIENTIST WHO WAS AHEAD OF TIME BY HALF A CENTURY by Аркадий Лейбович Ханин

“…Tavrovsky, implemented in 80 different medical institutions in 11 cities of Russia. …”
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Molecular evolution of peptide ligands with custom-tailored characteristics for targeting of glycostructures. by Niels Röckendorf, Markus Borschbach, Andreas Frey

“…An evolutionary algorithm was utilized to breed peptides in silico and the "fitness" of peptides was determined in an appropriate laboratory in vitro assay. …”
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Diagnosis and surgical treatment of complicated acute necrotizing pneumonia in children (literature review) by A.F. Halahan

“…The development of diagnostic and treatment algorithm for children with acute necrotizing pneumonia with pulmonary-pleural complications based on early diagnosis, prevention and treatment using medications and minimally invasive technologies, including thoracoscopy, is relevant.…”
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The Morphological Description Automation of the Optic Nerve Head Boundary in Digital Fundus Images by E. G. Tanaeva, R. G. Khafizov

“…The method allows to differentiate the optic nerve head with clear boundaries typical for the normal fundus and optic nerve head with blurred boundaries typical for different types of ophthalmopathology. Methods. The proposed method is based on integration algorithm of luminance samples along the diagonal. …”
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Ultrasound examination of pneumonia-infected lungs by Elena V. Chuyashenko, Vera D. Zavadovskaya, Tatyana S. Ageeva, Nataliya M. Prosekina, Tatyana B. Perova

“…The use of ultrasound examination in the diagnostic algorithm in adult patients with pneumonia is not widely used in Russian clinical practice.The article gives the details about the technique of ultrasound examination of the chest, ultrasound anatomy, the impact of the morphological substrate of the pathological formation on the ultrasound picture, and its localization and length. …”
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Multimodal Approach (MRI and Ultrasonography) to the Diagnosis of Fetal Congenital Heart Diseases by A. V. Pomortsev, M. N. Karakhalis, N. V. Krivonosova, K. F. Goloseev

“…We assessed 18 cases of CHD diagnosed by ultrasonography findings on the second screening; in 34% of the cases patients also underwent MRI at that time and a repeated procedure 30 weeks later.Results: When standard ultrasonography and an extended protocol with echocardiography were used together, diagnostic errors were 14.3%. In 85.7% of the fetuses, the findings of different imaging techniques fully coincided with the autopsy findings.Conclusions: In this cohort of pregnant women, the second screening should include more examinations to verify the diagnosis of CHD. …”
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Fault Diagnosis of Induction Motors Using Recurrence Quantification Analysis and LSTM with Weighted BN by Dengyu Xiao, Yixiang Huang, Chengjin Qin, Haotian Shi, Yanming Li

“…The proposed method was experimentally demonstrated by carrying out the tests of 8 induction motors with 8 different faulty types. Results show that compared with other popular intelligent diagnosis methods, the proposed method achieves the highest diagnostic accuracy in both the original dataset and the noised dataset. …”
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The prognostic significance of epoxide hydrolases in colorectal cancer by Lichao Cao, Ying Ba, Fang Chen, Dandan Li, Shenrui Zhang, Hezi Zhang

“…We used multiple datasets to confirm the expression of different EPHX family members in CRC tissues, and to explore their association with different clinicopathologic characteristics. …”
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Triple-Stream Deep Feature Selection with Metaheuristic Optimization and Machine Learning for Multi-Stage Hypertensive Retinopathy Diagnosis by Süleyman Burçin Şüyun, Mustafa Yurdakul, Şakir Taşdemir, Serkan Biliş

“…The HHO algorithm increased the classification accuracy to 94.66%, enhancing the model’s generalization ability and reducing misclassifications. …”
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An Intelligent Fault Diagnosis Model for Rolling Bearings Based on IGTO-Optimized VMD and LSTM Networks by Xianglong Luo, Fengrong Yu, Jing Qian, Biao An, Nengpeng Duan

“…These results demonstrate the model’s excellent diagnostic performance, adaptability to different datasets, and practical applicability for rolling bearing fault diagnosis. …”
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Novel insights of disulfidptosis-mediated immune microenvironment regulation in atherosclerosis based on bioinformatics analyses by Huanyi Zhao, Zheng Jin, Junlong Li, Junfeng Fang, Wei Wu, J. F. Fang

“…In addition, we constructed a diagnostic nomogram with hub genes to predict progression of AS. …”
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Failure mechanism-driven multi-adversarial domain transfer learning for rolling bearing fault diagnosis by Zhihui Zhang, Zhidan Zhong, Zhe Li, Wentao Mao, Yunhao Cui

“…Experimental results on two public bearing datasets show that the proposed method achieves average diagnostic accuracies of 88.15% and 96.74% on different transfer tasks, representing an improvement of up to 4.55 percentage points compared to existing mainstream domain adaptation methods. …”
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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

“…Patients with ESUS are an extremely difficult category of patients for diagnostic search, for whom the actual task is to develop an examination algorithm for the earliest possible detection of the cause of stroke and to determine the optimal methods of secondary prevention.…”
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Modern Imaging Techniques and Their Role in Contact Radiation Therapy (Brachytherapy) Planning by N. V. Nudnov, V. A. Titova

“…The paper considers an algorithm for the diagnostic study of patients with cancer of different localization, the possibility and feasibility of involving imaging techniques in radiation therapy and brachytherapy (BT) planning. …”
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An Adaptive Diagnosis Method of Bearing Fault Based on EMD and Tile Coding by CHEN Xin'an, WANG Junping, ZHANG Huiyuan, SHEN Yunbo, KUANG Shi, ZHU Wenlong

“…Firstly, the mature adaptive decomposition algorithm, namely the EMD, was employed to decompose the bearing vibration signal. …”
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High-Speed Tomography—A New Approach to Plasma Bulk Velocity Measurement by Roman Forster, Michal Jerzy Szulc, Jochen Schein

“…The tomographic reconstructions are then calculated using the ART algorithm to track features in the plasma fluctuations, from which the bulk velocity is determined. …”
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The Machine Learning Models in Major Cardiovascular Adverse Events Prediction Based on Coronary Computed Tomography Angiography: Systematic Review by Yuchen Ma, Mohan Li, Huiqun Wu

“…ObjectiveWe evaluated the diagnostic value of ML models constructed using radiomic features extracted from CCTA in predicting MACEs, and compared the performance of different learning algorithms and models, thereby providing clinical recommendations for the diagnosis, treatment, and prognosis of MACEs. …”
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Deep learning can reduce acquisition time of T2-weighted image in brain imaging by Eman Hassan El-Saeed Abou-ELMagd, Sabry Alameldin Elmogy, Dina Gamal Abdelzaher

“…Abstract Background We used the deep learning-based reconstruction algorithm to reduce the scan time for brain T2-weighted images (T2WI) with reduction of image noise and preservation of image quality. …”
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“Clinical Stability” and Propensity Score Matching in Cardiac Surgery: is the clinical evaluation of treatment efficacy algorithmdependent in small sample size settings? by Daniele Bottigliengo, Aslıhan Sentürk Acar, Veronica Sciannameo, Giulia Lorenzoni, Jonida Bejko, Tomaso Bottio, Emanuele Cozzi, Marta Vadori, Jean-Paul Soulillou, Thierry Le Torneau, Thomas Senage, Rafael Mañez, Cristina Costa, Vered Padler-Karavani, Sofia Scali, Massimiliano Carrozzini, Emilia Fiorello, Samuel Fusca, Gino Gerosa, Ileana Baldi, Paola Berchialla, Dario Gregori

“…The most relevant differences were observed for the matched set created by estimating individual propensity scores with Classification and Regression Trees algorithm. …”
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