SSDFusion: A Semantic Segmentation Driven Framework for Infrared and Visible Image Fusion by Qishen Lv, Rui Yang, Chengmin Zhang, Shuaihui Liu, Xinyan Fan, Zihao Luo

“…However, existing infrared and visible image fusion methods often lack attention to the semantic information and global context information in the original images. …”
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Association of early enoxaparin prophylactic anticoagulation with ICU mortality in critically ill patients with chronic obstructive pulmonary disease: a machine learning-based retr... by Shan Lin, Jing Zhang, Xin Dang, Qingyuan Zhan

“…This study focused on critically ill patients with COPD, employing feature selection methods, to identify key variables influencing clinical outcomes. …”
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Optimizing strategy for cervical cancer prevention in china: a comprehensive modeling analysis by Dachuang Zhou, Di Zhang, Yi Wang, Kejia Zhou, Wenxi Tang

“…In scenarios with larger budgets, more accurate screening methods and the 9-valent HPV vaccine could be introduced. …”
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Analysis of professional deficits of teachers of the Republic of Tatarstan by L. E. Khairullina, F. M. Gafarov, L. E. Mingalieva

“…The results of the diagnostic work were processed using visual and mathematical- statistical methods implemented within the tools and libraries of the Python programming language.Results and scientific novelty. …”
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The effectiveness of dry needling for plantar fasciitis: a systematic review and meta-analysis by Aiguo Yang, Rong Lin, Mingwei Xia, Hao Su, Ying He

“…ObjectiveTo evaluate the effectiveness of dry needling (DN) on pain and functional outcomes in patients with plantar fasciitis (PF).MethodsPubMed, Embase, the Cochrane Library, EBSCO, web of science, physiotherapy Evidence Database (PEDro) were searched for randomized control trials (RCTs) evaluating the effectiveness of dry needling on plantar fasciitis. …”
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Outcome of Conservative Treatment of Odontoid Fractures in Elderly Patients Over 80 Years Old by Andrea Speldova MD, Josef Vcelak MD, PhD, Lukas F. Mirchi MD, PhD, Lucie Sedova PharmD, PhD, Ondrej Seda MD, PhD

“…Materials and Methods Patients aged ≥80 with dens C2 fracture were fixed with a hard cervical collar for 6 weeks, followed by early mobilization. …”
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The Complication Of Decrease In Aorto-Mesenteric Angle And Distance Its Diagnosis And Treatment: Case Report by O. V. Galimov, V. O. Khanov, H.M. H. Karkhani, Sh. Bhawna, T. R. Ibragimov

“…In the present clinical case due to the given combination of methods we can assess functional state of the stomach and duodenum, clearly visualize not only the organs topography but also estimate the aorto-mesenteric angle and distance, which can further determine the type and tactics of initial stage treatment, which we decided to perform surgery (laparoscopic Strong’s operation). …”
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Identification of PANoptosis-related genes as biomarkers in ischemic stroke by Anna Jiang, Hongjing Zhang, Xinglei Jia, Huangying Zhao, Hong Zhao, Zhengyu Lu

“…The LASSO regression analysis, Random Forest (RF) and support vector machine (SVM) methods were used to identify key genes for diagnostic model construction. …”
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Evaluation of Global-Scale and Local-Scale Optimized Segmentation Algorithms in GEOBIA With SAM on Land Use and Land Cover by Tao He, Jianyu Chen, Linchong Kang, Qiankun Zhu

“…In the custom dataset and semantic segmentation datasets, we apply visual interpretation, unsupervised, and supervised evaluation methods with 15 test images, using a total of 17 evaluation indices to assess the segmentation results. …”
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Bayesian Network Meta-Analysis of Postoperative Analgesic Techniques in Thoracoscopic Lung Resection Patients by Fang Yue, Yongye Xie, Xiangdong Chen, Ruifen Xu, Hui Wang, Ning Bai, Minna Hou, Jiao Guo

“…However, there remains ongoing debate regarding the optimal technique. Methods To evaluate and compare the effectiveness of these analgesia methods, a systematic review was conducted across multiple databases, including PubMed, Embase, Web of Science, and the Cochrane Library, identifying relevant randomized clinical trials (RCTs). …”
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Applying photovoice and human-centered design to contextualize an adolescent micronutrient supplementation intervention in Mozambique by Sarah Bauler, Carmen Tse, Aicha Dos Santos, Lucilia Moises, Nicole Mbouemboue, Melissa Young, Joel Gittelsohn, Christine Marie George, Elli Leontsini

“…Methods We purposively selected 16 girls from three rural and peri-rural secondary schools divided equally into two age groups (13–16 years and 17–20 years) and asked them to take photos of their food environment. …”
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Intelligent Approaches to Computer Testing of Perception and Production Skills of Russian EFL Speakers by Marina Kolesnichenko, Vitalii Kapitan

“…Integrating interdisciplinary methods, the system targets Russian-specific pronunciation deviations and delivers adaptive feedback, thereby advancing both perception and production skills while aligning technological innovation with pedagogical effectiveness. …”
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Endoscopic Interlaminar Standalone Decompression for Lumbar Lateral Recess Stenosis With Subligamentous Disc Herniation: A Disc‐Preserving Alternative to Discectomy by Kuan‐Ting Chen, Tsung‐Mu Wu, Chung‐Han Ho, Chi‐Ming Huang, Kin Weng Wong

“…These findings suggest a paradigm shift in treating LRS, supporting the use of this disc‐preserving approach as a viable alternative to conventional surgical methods in properly selected patients. Further research with larger cohorts and longer follow‐up is warranted to validate these results.…”
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Technological Resources in Modern Higher Education by N. A. Astashova, S. L. Melnikov, A. P. Tonkikh, V. L. Kamynin

“…The main methods involve the analysis and generalisation of the theory and practice of interactive technologies, studied by foreign and Russian scholars.Results and scientific novelty. …”
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Mobile Phone Network Data in the COVID-19 era: A systematic review of applications, socioeconomic factors affecting compliance to non-pharmaceutical interventions, privacy implicat... by Mohammed Okmi, Tan Fong Ang, Muhammad Faiz Mohd Zaki, Chin Soon Ku, Koo Yuen Phan, Irfan Wahyudi, Lip Yee Por

“…Additionally, we evaluate and assess the included studies using the Mixed Methods Appraisal Tool (MMAT) and the Critical Appraisal Skills Programme (CASP). …”
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Artificial Intelligence in General Practice: A Bibliometric Analysis by BAI Liyunian, HE Yu, JIAO Yang

“…ObjectiveTo analyze the current status, research hotspots, and evolving trends in the application of artificial intelligence (AI) in general practice over the past two decades using bibliometric methods, thereby providing insights for future research.MethodsA systematic search was conducted in the Web of Science Core Collection (WoSCC) to identify English-language literature on AI applications in general practice published between January 1, 2004, and December 31, 2024. …”
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Comparison of Intercostal Nerve Block Versus Patient-Controlled Intravenous Analgesia for Post Thoracotomy Pain by Reema Meena, Renu Garg, Arun Garg, Shunmugam

“…Different pain relief methods, such as systemic opioids, patient-controlled analgesia, and intercostal nerve blocks, have been studied to reduce problems and enhance recovery for patients who have had thoracic surgery. …”
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Pseudo-LiDAR With Two-Dimensional Instance for Monocular Three-Dimensional Object Tracking by Rui Gao, Junoh Kim, Phuong Minh Chu, Kyungeun Cho

“…This framework increases the object detection accuracy and tracking stability of objects in dynamic environments via the following three methods. Monocular depth prediction and 2D object detection networks are leveraged to estimate pixelwise depth and object boundaries. …”
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Association of the body roundness index with chronic diarrhea and chronic constipation: findings based on the National Health and Nutrition Examination Survey 2005–2010 data by Yinda Wang, Fei Chen, Binzhong Zhang, Zhengwei Song

“…To assess the relationship between digestive health and the BRI, this study employed weighted logistic regression analysis. To capture and visualize the nuanced interplay between BRI and gastrointestinal patterns, we utilized advanced nonlinear regression methods, specifically restricted cubic spline (RCS) analyses. …”
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Efficacy of vision-based treatments for children and teens with amblyopia: a systematic review and meta-analysis of randomised controlled trials by Benjamin Thompson, Mark Oremus, Taylor Adrian Brin, Amy Chow, Caitlin Carter, William Bobier

“…Objective To identify differences in efficacy between vision-based treatments for improving visual acuity (VA) of the amblyopic eye in persons aged 4–17 years old.Data sources Ovid Embase, PubMed (Medline), the Cochrane Library, Vision Cite and Scopus were systematically searched from 1975 to 17 June 2020.Methods Two independent reviewers screened search results for randomised controlled trials of vision-based amblyopia treatments that specified change in amblyopic eye VA (logMAR) as the primary outcome measure. …”
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