Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation by Tianping Li, Xiaolong Yang, Zhenyi Zhang, Zhaotong Cui, Zhou Maoxia

“…The adaptability of the feature maps is reduced by pyramid pooling, which reduces the amount of computation without compromising performance. SAPPM is comprised of several distinct pooled kernels that extract context with a deeper flow of information, forming a multi-scale feature by integrating various feature sizes. …”
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Fault diagnosis of a CNC hobbing cutter through machine learning using three axis vibration data by Nagesh Tambake, Bhagyesh Deshmukh, Sujit Pardeshi, Sachin Salunkhe, Robert Cep, Emad Abouel Nasr

“…Among these, the Ensemble model achieved perfect classification accuracy (100 %) with minimal computational cost, making it optimal for real-time applications. …”
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Effect of pulsed and continuous arcs on copper powders prepared by arc micro explosion machining by Bo Yin, Zhenyu Zhao, Wen Hu, Hui Xu

“…The properties and microstructure of the two types of copper powders were analyzed using high-resolution synchrotron X-ray computed tomography (CT), scanning electron microscopy(SEM), and Transmission electron microscope(TEM). …”
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Identification of Diagnostic Genes and Effective Drugs Associated with Osteoporosis Treatment by Single-Cell RNA-Seq Analysis and Network Pharmacology by Zhanyue Zhang, Tingbao Zhang, Liangshuang Zhou, Jianzhong Guan

“…Cell subpopulations were identified and characterized by scRNA-seq, t-SNE, clusterProfiler, and other computational methods. “limma” R packages were used to identify all differentially expressed genes. …”
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Theoretical evaluation of the impact of diverse treatment conditions by calculation of the tumor control probability (TCP) of simulated cervical cancer Hyperthermia-Radiotherapy (H... by Sergio Mingo Barba, Adela Ademaj, Dietmar Marder, Oliver Riesterer, Marco Lattuada, Rudolf M. Füchslin, Alke Petri-Fink, Stephan Scheidegger

“…Simulated patients were generated to compute the Tumor Control Probability (TCP) under different HT conditions (number of HT sessions, temperature and time interval), which were randomly selected within margins based on reported patient data.Results Under the studied conditions, model-based simulations suggested a treatment improvement with a total CEM43 thermal dose of approximately 10 min. …”
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Intramural pregnancy after intrauterine insemination in a nulligravid patient without previous uterine trauma, complicated by idiopathic thrombocytopenic purpura: A case report by Koyo Yamamoto, Tsuyoshi Takiuchi, Kengo Kiso, Saki Ishii, Satoshi Nakagawa, Yasuto Kinose, Michiko Kodama, Yutaka Ueda, Kenjiro Sawada, Takahiro Tsuboyama, Tadashi Kimura

“…Blood tests and ultrasonography supported the diagnosis of EP, and computed tomography suggested peritoneal pregnancy. …”
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The sequential approach to the product of distribution by C. K. Li

“…Li (1999) also provided a modified δ-sequence and defined a new distribution (dk/drk)δ(x), which is used to compute the more general product of r−k and Δlδ, where l≥1, by applying the normalization procedure due to Gel'fand and Shilov (1964). …”
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Toward a Classification of Mixed-State Topological Orders in Two Dimensions by Tyler D. Ellison, Meng Cheng

“…We study the resulting space of locally indistinguishable states and compute the modular transformations within a particular coherent space. …”
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Difficult case of endoscopic ultrasonography-guided choledochogastrostomy salvaged using a stiff guidewire by Takio Narikawa, Ken Kamata, Takamitsu Komaki, Mamoru Takenaka, Masatoshi Kudo

“…An 89-year-old woman presented to the hospital with a chief complaint of fever and hematuria. Computed tomography revealed left hydronephrosis due to bladder cancer, along with common bile duct stones and marked dilation of the bile duct. …”
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Comparison of the Ability of Two Brands of CBCT with That of SEM to Detect the Marginal Leakage of Class V Composite Resin Restorations by Mitra Karbasi Kheir, Leili Khayam

“…This study was carried out to compare the ability of two common brands of cone-beam computed tomography (CBCT), including New Tom and Planmeca, to detect the marginal leakage of class V composite resins. …”
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Tracheal perforation and subcutaneous emphysema secondary to pseudomembranous invasive Aspergillus tracheobronchitis successfully managed with endotracheal tube manipulation by Kazushige Shiraishi, Takkin Lo

“…Seven days after the failed extubation, he developed subcutaneous emphysema in the neck. Chest computed tomography scan showed neck, left chest wall, and mediastinal emphysema. …”
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Surgical Strategy in Patients with Complete Transposition of Internal Organs in Cancer of the Biliopancreatoduodenal Zone by R. V. Ischenko, Yu. V. Ivanov, A. V. Smirnov, V. N. Antipov

“…In all patients with tumors of the biliopancreatoduodenal zone, a detailed assessment of the vascular anatomy of this area is required before surgery, with the study of the course of the main visceral vessels and their large branches using multispiral computed tomography in vascular mode. If heterotaxy syndrome is suspected, additional examination is necessary to identify hidden developmental anomalies, which allows surgeons to be prepared for an unusual situation. …”
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Application and Evaluation of [Tc]-Labeled Peptide Nucleic Acid Targeting in Breast Cancer Imaging by Yaqun Jiang MD, Yongkang Gai PhD, Yu Long MD, Qingyao Liu PhD, Chunbao Liu MD, PhD, Yongxue Zhang MD, Xiaoli Lan MD, PhD

“…Single-photon emission computed tomography (SPECT) scan showed that radioactivity mainly accumulated in kidney. …”
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Assessing the quantities of legume-based products: A dataset of conversion coefficients into a comparable dry-legume equivalent unitRecherche Data Gouv by Marine Spiteri, Lola Pedrini, Agathe Thierry, Valérie Orozco, Olivier de Mouzon, Zohra Bouamra-Mechemache

“…This conversion also allows to compute total quantities. In the case of legumes, the challenge is to take into account a wide diversity of final products including packaged dry legumes, processed legumes and products cooked from legumes and other ingredients. …”
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Sporadic Burkitt Lymphoma First Presenting as Painful Gingival Swellings and Tooth Hypermobility: A Life-Saving Referral by Erofili Papadopoulou, Maria Kouri, Dimitrios Velonis, Anastasia Andreou, Maria Georgaki, Spyridon Damaskos, Evangelia Piperi, Konstantina Delli, Ioannis K. Karoussis, Antonia Vlachou, Georgia Avgerinou, Antonis Kattamis, Nikolaos G. Nikitakis

“…A panoramic radiograph revealed ill-defined radiolucent lesions in the posterior mandible bilaterally. On computed tomography, soft-tissue masses were identified along the mandibular ramus extending into the maxillary sinus bilaterally. …”
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Impact of Corona Virus on The Life Status of Kurdish People Living in Kurdistan Region of Iraq by Pary M. Azize, Chia H. Sadiq, Lavin Luqman Othman

“…An online form (questionnaire) was used to collect the data among the researchers’ social media users, especially Facebook as the main platform. 643 participated in the study and filled out the form; however, 510 forms were accepted in terms of a statistical point of view. All statistical computations are enhanced using statistical method (SPSS 21). …”
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Adjacent Segment Infection after Lumbar Fusion: A Case Report and the Literature Review by Wenlong Wang, Zheng Liu, Sijun Wu

“…However, the patient complained of severe back pain again after long-term oral antibiotic treatment and was rehospitalized 6 months after surgery. The computed tomography (CT) scan showed obvious bony endplate destruction at the adjacent segment space. …”
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Inflammation mediates the adverse effects of urinary phthalate exposure on metabolic disease risk: Results from NHANES 2005–2016 by Chenyang Gu, Teng Yao, Chenxian Dong, Zuhai Chen, Wanting Wei, Xiaoju Li, Qiang Niu, Yizhong Yan, Yunhua Hu

“…Weighted quantile sum (WQS) regression and Quantile G-Computation (Qgcomp) models were used to further analyze the associations between mixed phthalate exposure and obesity and its complications. …”
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Global stellarator coil optimization with quadratic constraints and objectives by Lanke Fu, Elizabeth J. Paul, Alan A. Kaptanoglu, Amitava Bhattacharjee

“…Integrating it in the equilibrium optimization stage can potentially exclude equilibria with difficult-to-design coils, without significantly increasing the computation time per iteration. QUADCOIL finds the exact, global minimum in a large parameter space when possible, and otherwise finds a well-performing approximate global minimum. …”
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A Parametric Study of Performance of Two Solar Wind Velocity Forecasting Models During 2006–2011 by Sandeep Kumar, Nandita Srivastava

“…Besides these MHD frameworks, the Heliospheric Upwind eXtrapolation (HUX) technique can extrapolate SW from inner heliospheric boundaries to L1 and can give a reliable estimate of the SW velocity at L1 comparable to MHD models but in a short computational time. We carried out an extensive parametric study of the performance of the Model1 (PFSS+WSA+HUX) and Model2 (PFSS+SCS+WSA+HUX) for SW velocity prediction at L1. …”
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