SAGE-NET—Reconceiving Edge Intelligence Using Attention-Based Deep Learning Framework for Effective Classification of Electrocardiogram (ECG) in WSN-IoT Environment by P. Vinoth Kumar, C. N. Marimuthu

“…By applying an intelligent approach, resource optimization can be achieved, resulting in superior classification performance. …”
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Lightweight coal mine conveyor belt foreign object detection based on improved Yolov8n by Jierui Ling, Zhibo Fu, Xinpeng Yuan

“…Fifthly, the lightweight detection head Detect-LSDECD is added, which uses Detail Enhancement Convolution (DEConv) for improvement and optimization, enhancing the stability of the algorithm’s recognition under various environmental factors. …”
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Toward Efficient UAV-Based Small Object Detection: A Lightweight Network with Enhanced Feature Fusion by Xingyu Di, Kangning Cui, Rui-Feng Wang

“…Then, DyHead is used to replace the original detector head, and the discrimination ability of small targets in complex background is enhanced by adaptive weight allocation and cross-scale feature optimization fusion. …”
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Neutronics analysis of spin-polarized fuel in spherical tokamaks by Jin Whan Bae, Katarzyna Borowiec, Vittorio Badalassi, Jason Parisi, Ahmed Diallo, Jon Menard, Andrei Khodak, Thomas Brown

“…If the inboard breeding blanket can be replaced with extra shielding and magnets, then it could significantly increase fusion power with no loss of magnet lifetime. …”
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Biogas slurry topdressing enhances the comprehensive benefits of maize: New perspectives on grain filling process, yield, and endogenous microbiome by Xiaoyang Liang, Haitao Wang, Chuanjuan Wang, Junjie Qin, Xuefeng Qiu, Yongxing Wen, Jiandong Wang, Xurong Mei

“…A three-year field experiment was conducted to elucidate the possible mechanisms or pathways of biogas slurry topdressing as replacement of chemical fertilizer (BSTR) affecting maize yield, quality, economic benefits, and endogenous microbiome. …”
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Diagnostic Performance and Interobserver Agreement of the Vesical Imaging–Reporting and Data System (VI-RADS) in Bladder Cancer Staging: A Systematic Review by Alexandru Nesiu, Dorin Novacescu, Silviu Latcu, Razvan Bardan, Alin Cumpanas, Flavia Zara, Victor Buciu, Radu Caprariu, Talida Georgiana Cut, Ademir Horia Stana

“…Clinical correlation and adequate reader experience are essential for optimal implementation. Future integration with pathological data may further enhance its predictive value.…”
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Chronobiological Changes in Biochemical Hemorrheological Parameters and Cytokine Levels in the Blood of Diabetic Patients on Hemodialysis: A Cross-Sectional Study by Fernando A. Lima, Juliana S. Monção, Mariana S. Honorio, Mahmi Fujimori, Danielle C. H. França, Aron C. M. Cotrim, Emanuelle C. H. França, Aline C. França-Botelho, Danny Laura G. Fagundes-Triches, Patrícia G. F. Marchi, Adenilda C. Honorio-França, Eduardo L. França

“…<b>Conclusion:</b> These findings suggest that both gender and circadian timing should be taken into account, when optimizing hemodialysis treatment for patients with diabetic nephropathy. …”
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Prognostic value of the vasoactive-inotropic score in predicting outcomes following LVAD implantation by Taylor Pickering, DO, Kyle A. McCullough, MD, Cody W. Dorton, DO, David A. Rawitscher, MD, J. Michael DiMaio, MD, Nitin Kabra, MD, Greg Milligan, MD, Akash Rusia, MD, Patrick Ogbue, MD, Aasim Afzal, MD, Timothy J. George, MD

“…Further studies are warranted to refine risk stratification and optimize management for these high-risk patients.…”
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Methodology for generating chorioallantoic membrane patient-derived xenograft (CAM-PDX) models of pleural mesothelioma and performing preclinical imaging for the translation of can... by Judy M Coulson, Joseph J Sacco, Michael Shackcloth, Alexander Haragan, Doris M Rassl, Harish Poptani, Anne Herrmann, Liam Shaw, Sarah Barnett, Jan Schulze

“…Fertilized hens’ eggs provide a rapid and cost-effective alternative to murine models of pleural mesothelioma which are commonly used in preclinical studies, with chorioallantoic membrane (CAM) xenografts being a partial replacement for mouse flank xenografts. Here we describe methods to generate mesothelioma patient-derived xenografts on the CAM (CAM-PDX), and to subsequently assess these PDX nodules by preclinical imaging and histology. …”
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Methodology for generating chorioallantoic membrane patient-derived xenograft (CAM-PDX) models of pleural mesothelioma and performing preclinical imaging for the translation of can... by Judy M Coulson, Joseph J Sacco, Michael Shackcloth, Alexander Haragan, Doris M Rassl, Harish Poptani, Anne Herrmann, Liam Shaw, Sarah Barnett, Jan Schulze

“…Fertilized hens’ eggs provide a rapid and cost-effective alternative to murine models of pleural mesothelioma which are commonly used in preclinical studies, with chorioallantoic membrane (CAM) xenografts being a partial replacement for mouse flank xenografts. Here we describe methods to generate mesothelioma patient-derived xenografts on the CAM (CAM-PDX), and to subsequently assess these PDX nodules by preclinical imaging and histology. …”
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Intravenous immunoglobulin therapy: usage patterns and response to treatment in Qatar over ten years by Salma A. Taha, Sherin Thalappil, Ramzy M. Ali, Haajra Fatima, Asaad Omer A. Imameldin, Sami Aqel, Ahmed M. Abdelaal, Timo Siepmann, Timo Siepmann, Jessica Barlinn, Jessica Barlinn, Maryam A. Al-Nesf

“…BackgroundIVIg is a blood-derived antibody product initially designed as a replacement therapy in inborn errors of immunity (IEIs). …”
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Monitoring and assessment of SARS-CoV-2 evolution by V. V. Miasoiedov, P. V. Nartov, K. V. Yurko, V. M. Lesovoy, V. A. Kapustnyk, A. V. Bondarenko, M. Ye. Cherniak, V. A. Yakushchenko, V. V. Kucheriavchenko, V. S. Maslova, O. V. Bondarenko

“…According to the results of our cross-sectional studies on SARS-CoV2 variants circulating in the Kharkiv region in June – October 2021, the complete replacement of the alpha variant, which was dominant in June – 87.5 %, with the delta variant – 95.0 %. …”
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Levodopa / opicapone as a complement to STN-DBS in clinical practice. A retrospective single-centre analysis. by Moritz A. Loeffler, Philipp Klocke, Idil Cebi, Alireza Gharabaghi, Daniel Weiss

“…However, evidence is scarce on optimal medication adjustments following STN-DBS implantation. …”
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Multigenetic pharmacogenomics–guided treatment shows greater improvements on motor symptoms compared to usual therapy in Parkinson’s disease: a small real-word prospective cohort s... by Yifan Li, Mao Li, Miao Wang, Jiarui Yao, Fengzhu Li, Siyu Chen, Xi Yin, Zhongbao Gao

“…BackgroundDopamine replacement therapy is a cornerstone of Parkinson’s disease treatment. …”
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Accompanying Therapy in the Surgical Treatment of Pathological Fractures of the Long Bones and Chronic Fractures of the Trochanteric Region by A. A. Antonov, A. К. Antonov, K. A. Antonov, Yu. K. Antonov, R. V. Gorenkov, R. N. Komarov, V. A. Kochemasov, A. F. Lazarev, A. V. Simonova, E. I. Solod, I. A. Talipov

“…The main group received surgical treatment with the use of new accompanying therapy along with the basic one, and the control group received only surgical treatment and basic therapy.RESULTS In the main group patients with chronic pathological fractures of the trochanteric region, who underwent endoprosthetic replacement, osteosynthesis, a new method of surgical treatment of metastatic fractures of the long bones and the authors’ accompanying therapy, the effectiveness of surgical treatment increased significantly compared to the comparison group. …”
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Prognostic model of the probability of successful extubation in the operating room after simultaneous kidney and pancreas transplantation by M. Sh. Khubutiya, M. V. Lebedev, N. K. Kuznetsova, A. M. Talyzin, A. G. Balkarov, N. S. Zhuravel, S. V. Zhuravel

“…The prognostic model makes it possible to determine the tactics of intraoperative management of patients and optimize the strategy of anesthesiological support in order to ensure possible successful extubation of patients after the SKPT surgery.…”
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TLR2/TLR5 Signaling and Gut Microbiota Mediate Soybean-Meal-Induced Enteritis and Declined Growth and Antioxidant Capabilities in Large Yellow Croaker (<i>Larimichthys crocea</i>) by Lei Zheng, Chao Zeng, Wanqin Zhu, Jiaonan Zhang, Lei Wang, Jianchun Shao, Wei Zhao

“…Ultimately, exploring alternative protein sources beyond soybean meal for fish meal replacement is optimal for <i>L. crocea</i>.…”
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Study on stability control of stope structural in short-wall cemented backfill mining for recovery of room-and-pillar residual coal by Yun ZHANG, Long ZHANG, Xingping LAI, Shenggen CAO, Yanbin YANG, Yongzi LIU, Rui ZHAN, Licheng BAI, Hao YE

“…Based on this, the optimal mix ratio of coal gangue∶fly ash∶cement∶water in the backfill material was determined as 3∶3∶1∶1. …”
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Transannular bovine jugular vein monocusp for the reconstruction of severe right ventricular outflow tract obstructionCentral MessagePerspective by Luigi Di Pasquale, MD, Olivia Jaeger, MD, Tugba Erdil, MD, Martin Christmann, MD, Daniel Quandt, MD, Robert Cesnjevar, MD, Hitendu Dave, MD

“…Longer follow-up is needed to determine its impact on delaying a pulmonary valve replacement. Video Abstract: …”
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Efficacy and safety of stem cells in the treatment of glaucoma: systematic review and meta-analysis based on animal experiments by Danning Wu, Yanjing Liu, Xia Zhang, Ruixuan Zhang, Shaopeng Wang, Hui Lu, Tao Yue

“…Given the severity of glaucoma-induced ocular structural damage, it underscores the significance of stem cell transplantation as a secure and promising therapeutic option with notable neuroprotective potential, despite existing translational challenges regarding optimal cell sources, delivery routes, and long-term safety profiles.Systematic Review Registrationwww.inplasy.com, identifier 202520023…”
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