Train Safety Protection Method Based on Segmental Energy Calculation Method by WANG Xuchao, LYU Xinjun, CHANG Ming, HONG Haizhu

“…Using relevant data from practical cases and considering train speed and track conditions, the segmental energy calculation method is employed to compute the train safe braking distance. …”
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DIGITAL FINANCIAL ASSETS: SEGMENTS AND PROSPECTS OF LEGAL REGULATION IN THE BRICS COUNTRIES by I. Sarnakov

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Efficient adaptation of deep neural networks for semantic segmentation in space applications by Leonardo Olivi, Edoardo Santero Mormile, Enzo Tartaglione

“…This paper represents one of the first efforts in evaluating the feasibility of employing adapters toward efficient transfer learning for rock segmentation in extraterrestrial landscapes, mainly focusing on lunar and martian terrains. …”
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Probabilistic Lane Segmentation Using a Low–Dimensional Linear Parametrization by Acuña Carlos, Arechavaleta Gustavo, Castelán Mario

“…To this end, a principal component analysis of the segmented curvature is introduced with the purpose of dimensionality reduction, moving from a large dimensional pixel representation to a considerably reduced space representation. …”
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Real-time Semantic Segmentation Method Based on Improved Feature Fusion by WANG Xiao yu, LI Zhi bin

“… Aiming at the problem that both location information and semantic information need to be considered in real-time semantic segmentation tasks, we proposed a real-time semantic segmentation method based on improved feature fusion. …”
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Osteosarcoma CT Image Segmentation Based on OSCA-TransUnet Model by Zhuoming Fan, Qian Wang, Jun Wang, Yu Liu, Yong Zeng, Jimin Chen

“…Due to the lack of a public dataset for osteosarcoma CT images, we collaborated with Peking University People’s Hospital to construct the osteosarcoma CT dataset CT-OSD. Meanwhile, considering the limited accuracy of existing medical image segmentation models for osteosarcoma CT segmentation, we propose the OSCA-TransUnet model based on the fusion of spatial and channel attention. …”
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On the use of clustering workflows for automated microstructure segmentation of analytical STEM datasets by Zhiquan Kho, Andy Bridger, Keith Butler, Ercin C. Duran, Mohsen Danaie, Alexander S. Eggeman

“…This study considers the issue of automated segmentation of scanning transmission electron microscopy (STEM) datasets using unsupervised machine learning approaches. …”
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Sensor Field Segmentation and Parameter Optimization for Electrical Capacitance Tomography System by ZHANG Jin-rong, WANG Li-li, YANG Bo-Tao, LIU Xiao

“…The method completes the segmentation of the sensitive field and the numerical calculation. …”
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Glycaemic Matrix and Segmentation: A New Metabolic Visualisation and Analysis Tool by Nere Arroniz, Alberto Conde Mellado, Leire Francés

“…Methods: This article introduces glycaemic matrix and metabolic segmentation, a new method for representing and evaluating functional profiles by combining glucose and lifestyle data. …”
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Application of Formal Concept Analysis and Clustering Algorithms to Analyze Customer Segments by I Gede Bintang Arya Budaya, I Komang Dharmendra, Evi Triandini

“…Overall, this study demonstrates that using the RFM data model, combined with clustering algorithms and FCA, is a potential approach for understanding MSME customer segment behavior. However, special consideration is necessary when determining the FCA concept lattice, as it forms the foundation of the core analytical insights.…”
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An assessment of The Capacity Drops at The Bottleneck Segments: A review on the existing methodologies by Sugiarto Sugiarto, . Lulusi, Sofyan M. Saleh

“…We further notice that dynamic approach could be more appropriated for analyzing temporal congestion segments (median opening, on street parking, etc.). …”
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Enhancing UAS-Based Multispectral Semantic Segmentation Through Feature Engineering by Elena Vollmer, Mishal Benz, James Kahn, Leon Klug, Rebekka Volk, Frank Schultmann, Markus Gotz

“…The popular U-Net is utilized for the common task of multiclass semantic segmentation in remote sensing. A comprehensive ablation study is performed on a novel, uncrewed aircraft system-based dataset from two German cities to detect thermal urban features. …”
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Risk factors for failure in short segment pedicle instrumentation in thoracolumbar fractures by Ana Vilela, Bibiana Couto, David Ferreira, António Cruz, Joana Azevedo, João Pereira, André Santos-Moreira, Nuno Oliveira, Paulo Gil Ribeiro, Pedro Varanda, Direito-Santos Bruno

“…Introduction: The management of thoracolumbar fractures, particularly through short-segment posterior fixation (SSPF), remains a topic of ongoing debate in spine surgery. …”
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Gallbladder hemorrhage associated with segmental arterial mediolysis: a case report by Yuichi Hirose, Yusuke Tajima, Hiroki Sakata, Toshimasa Uekusa, Kentaro Kamada, Takashi Ikehara, Izuru Matsuda, Satomi Yoneyama, Akio Hidemura, Hiroyuki Suzuki

“…Our case report shows that SAM can cause gallbladder hemorrhage, suggesting that SAM should be considered in the differential diagnosis of gallbladder hemorrhage.…”
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Region-based segmental swapping of homologous enzymes for higher cadaverine production by Seungjin Kim, Dae-yeol Ye, Hyun Gyu Lim, Myung Hyun Noh, Jae-Seong Yang, Gyoo Yeol Jung

“…Abstract Background Cadaverine, displaying potential in medicine, agriculture and polyamide production, is biologically produced through L-lysine decarboxylation. Considering the potential of the polyamide market, its biological production has been focused on with following diverse efforts to improve the production. …”
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Enhancing chronic wound assessment through agreement analysis and tissue segmentation by Ana C. Morgado, Rafaela Carvalho, Ana Filipa Sampaio, Maria J. M. Vasconcelos

“…The tissue segmentation model is integrated into a framework that combines a wound and reference marker detection model with a wound segmentation model to refine the predicted tissue masks. …”
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Tire-Wear Estimation System Using Semantic Segmentation and Its Deployment by Min Jun Kang, Kyung Beom Kwon, Hyung Il Koo

“…Due to the lack of an existing dataset that captures tire grooves, we have collected a large number of tire videos with the ground truths of groove-depths to build and evaluate our system. For the semantic segmentation model, we select one from the U-Net family by considering complexity as well as output quality, and develop a post-processing method to improve the quality of masks (segmentation results). …”
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Interactive Maintenance of Space Station Devices Using Scene Semantic Segmentation by Haoting Liu, Chuanxin Liao, Xikang Li, Zhen Tian, Mengmeng Wang, Haiguang Li, Xiaofei Lu, Zhenhui Guo, Qing Li

“…Third, our system adopts an improved DeepLabV3+ network for semantic segmentation of these astronauts’ forward view scene images. …”
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XAI for Point Cloud Data Using Perturbations Based on Meaningful Segmentation by Raju Ningappa Mulawade, Christoph Garth, Alexander Wiebel

“…In this work, we propose a novel segmentation-based explainable artificial intelligence (XAI) method for neural networks working on point cloud classification. …”
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Problematic aspects of staffing the domestic pharmacy segment in the context of pharmaceutical safety by N. O. Tkachenko, O. B. Pankevych, B. P. Hromovyk

“…Based on the data set of an online survey of pharmacy employees, an analytical study of problematic issues of personnel potential in the domestic pharmacy segment was carried out and, based on its results, the prospects for the creation and implementation of the Concept of Pharmaceutical Safety in Ukraine were considered.…”
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