Identification of progression-related genes and construction of prognostic model for chronic kidney disease by machine learning by Bingkun Zhou, Hu Zhou, Xiaodong Huang, Shijie Liu

“…However, there is currently a lack of CKD prognostic prediction models based on transcriptomics and machine learning.MethodsUtilizing weighted correlation network analysis (WGCNA) and random forest algorithms in GSE137570, three core gene sets of different sizes were constructed, which were externally validated in GSE66494 and GSE180394, and evaluated for their predictive performance in GSE45980 by receiver operating characteristic (ROC) curves. …”
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Meibomitis. Clinical cases by A. E. Sukhomlinov, V. I. Baranov, A. A. Kruchinina

“…One of the causes of M is an obstructed outflow of fat secretion, complicated by an accompanying infection. …”
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Real-Time Object Detection for the Running Train Based on the Improved YOLO V4 Neural Network by Yang Liu, Mengfei Gao, Humin Zong, Xinping Wang, Jinshuang Li

“…Lightweight convolutional neural network MobileNet and clustering ideas are combined to improve the object detection algorithm, and the MYOLO-lite model object detection algorithm is designed. …”
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First aid for generalized seizures: modern approaches and opportunities for improvement by А. А. Birkun, L. I. Dezhurny

“…Generalized seizures are often complicated by life-threatening health problems (such as airway obstruction, suppressed respiration and severe injuries) or observed as a manifestation of sudden cardiac arrest that determines a need for rapid recognition and management of the problem. …”
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At the Traffic Intersection, Stopping, or Walking? Pedestrian Path Prediction Based on KPOF-GPDM for Driving Assistance by Xudong Long, Weiwei Zhang, Bo Zhao, Shaoxing Mo

“…When the vehicle encounters a blocked pedestrian at a traffic intersection, we used self-flow to estimate the global optical flow in the image sequence and then proposed a White Edge Cutting (WEC) algorithm to remove obstructions and simply modified the generative adversarial network to initialize pedestrians behind the obstructions. …”
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Optimizing intelligent reflecting surface assisted visible light communication networks under blockage and practical constraints using TLBO for IoT applications by Vipul Dixit, Ajit Kumar, Nishant Sharan, Shikha Pandey, Atul Kumar, Ram Sewak Singh

“…The findings highlight the potential of TLBO-optimized IRS-VLC systems in overcoming physical obstructions and improving both communication and lighting conditions in smart indoor environments. …”
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On the Synthesis of Planar Graphs with Given Properties by Volodymyr Petrenjuk, Dmytro Petreniuk

“…In [5], the existence of a finite set of obstruction graphs for an nonorientable surface was proved. …”
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DEFINITION FOR LITHOGENICITY INDEX IN PATIENTS WITH RECURRENT AND RESIDUAL CHOLEDOCHOLITHIASIS BY INTEGRATED ASSESSMENT OF DYSCHOLIA INTENSITY by M. I. Bykov, V. A. Porhanov, I. M. Bykov

“…In this article we presented study results characterizing the lithogenicity changes in cases with biliary tract obstruction based on assessment of lipidic exchange indicators and condition of pro-oxidant – antioxidant activity at the local level. …”
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GTSD: glimmer and thermal infrared remote sensing dataset for night-time ship detection under thin clouds by Wencong Zhang, Qiyao Wang, Liyuan Li, Hongyu Chen, Zhuoyue Hu, Bihong Fu, Fansheng Chen

“…To address the above issues, this paper proposes a new method based on SGFusion to fuse glimmer and thermal infrared remote sensing images, then use YOLOv9 algorithm to realize ship detection under cloud at night. …”
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ACUTE GASTRIC DILATATION IN CHILDREN by E. Yu. D'yakonovax, A. S. Bekin, I. V. Poddubniy, A. A. Isaev, O. N. Nakovkin, A. V. Krasavin, A. S. Malashenko

“…The authors describe clinical manifestations, pathogenesis and diagnostic algorithm, which allowed establishing this rare diagnosis. …”
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Treatment pathways and rebound-rate of prehospital viral croup attacks—data from a prehospital pediatric physician led emergency service—a prospective observational follow-up study... by Florian Hey, Florian Hey, Victoria Lieftüchter, Victoria Lieftüchter, Martin Olivieri, Martin Olivieri, Sebastian Zimatschek, Florian Hoffmann, Florian Hoffmann, Daniel Pfeiffer

“…IntroductionRespiratory illnesses, often caused by upper or lower airway obstruction, represent one of the most common pediatric emergencies. …”
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Acute Coronary Syndrome in Patients With 2 Type Diabetes Mellitus (Review of Literature; Description of the Clinical Case) by Bilous Z., Abrahamovych О., Mazur N., Ryabokon S., Ilenkiv N., Bevza N.

“…The main mechanisms of vascular lesions in patients with diabetes mellitus: mechanical obstruction (atherosclerotic plaque), dynamic obstruction (spasm of normal or atherosclerotically changed arteries), microvascular dysfunction. …”
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