Collider-based movement detection and control of wearable soft robots for visually augmenting dance performance by Patrick Twomey, Vaibhavsingh Varma, Leslie L. Bush, Mitja Trkov

“…Colliders are modeled as virtual mass-spring-damper systems with its response related to dynamics of limb segments. Individual colliders are defined in planes corresponding to the limbs’ degrees of freedom. …”
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From the editors by Redakcja Czasopisma, Jan Grabowski

“… The present issue of “Holocaust. Studies and Materials” continues the tradition which started with the publication of our first volume, two years ago. …”
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Utilizing GCN-Based Deep Learning for Road Extraction from Remote Sensing Images by Yu Jiang, Jiasen Zhao, Wei Luo, Bincheng Guo, Zhulin An, Yongjun Xu

“…These high-dimensional features are then segmented, and enhanced channel and spatial features are obtained via attention mechanisms, effectively mitigating background interference and intra-class ambiguity. …”
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Spatiotemporal Changes and Effects of Urban Commercial Bank Expansion in the Yangtze River Economic Belt, China by Li Yingyi, Zhao Jinli

“…Previous studies have indicated that numerous issues persist amid these ongoing changes and expansions. …”
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Outcomes of surgical management for temporomandibular joint ankylosis and pseudoankylosis: a retrospective report of 26 cases by Kristin Kocsis, Stephanie Goldschmidt, Graham Paul Thatcher, Charles Lothamer, Lisa Alexandra Mestrinho, Lisa Alexandra Mestrinho

“…Conversely, the postoperative complication rate was 50% (13/26) and included neuromuscular issues (19.2%; 5/26), malocclusion (26.9%; 7/26), callus formation not requiring surgical revision (3.8%; 1/26), and re-ankylosis requiring surgical revision (15.4%; 4/26). …”
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The Memorisation of Verbal and Nonverbal Serial Information by Children 9–11 Years Old by Aleksei A. Korneev, Dmitry I. Lomakin, Andrei V. Kurgansky, Regina I. Machinskaya

“…Subjects were asked to remember and recall the sequences of letters, digits, and segments that formed a broken curve. In the experiment, we varied length, retention time, and presentation mode (static or dynamic). …”
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Spatio-Temporal Trends in Wildlife-Vehicle Collisions: Implications for Socio-Ecological Sustainability by Manju Shree Thakur, Prakash Chandra Aryal, Hari Prasad Pandey, Tek Narayan Maraseni

“…Addressing this issue effectively requires solutions that provide win-win outcomes from both ecological and societal perspectives. …”
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Modern Advances and Evidence Аccording to the Results of the European Congress of Cardiologists in Amsterdam (30.08–04.09.2013) by Faynyk A., Faynyk M.

“…In addition stenting of the infarct-dependent coronary arteries in all patients with acute elevation of ST-segment, additional preventive coronary artery stenting in the experimental group with hemodynamically significant stenosis showed the significant preference (p <0.001) of such treatment. …”
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The potential of accessible tourism for sustainable development of local communities in northern Pakistan by Hassaan Ahmed, Hadiqa Riaz

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A BOX-YOLOv8 framework for automated hyperspectral core analysis by Hongyan Zhu, Anjie Li, Chengzhi Lin, Shuai Qin, Junhao Xie, Jackey J.K. Chai, Russell Rogers, Jun-Li Xu

“…The framework identifies core boxes (BOX-YOLOv8, achieving 99.5% mAP@0.5), precisely segments these boxes for geometric correction (SAM2), and segments core/soil material from the background using spectral differences (MLP). …”
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Using partially shared radiomics features to simultaneously identify isocitrate dehydrogenase mutation status and epilepsy in glioma patients from MRI images by Yida Wang, Ankang Gao, Hongxi Yang, Jie Bai, Guohua Zhao, Huiting Zhang, Yang Song, Chenglong Wang, Yong Zhang, Jingliang Cheng, Guang Yang

“…Although machine learning models have been constructed for both issues, the correlation between them has not been explored. …”
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Accuracy fluctuations of ICESat-2 height measurements in time series by Xu Wang, Xinlian Liang, Weishu Gong, Pasi Häkli, Yunsheng Wang

“…For the terrain, the 100 m segment shows a bias of 0.04 m, a mean absolute error (MAE) of 0.44 m, and a root mean square error (RMSE) of 0.66 m, while the 20 m segment exhibits a bias of 0.10 m, a MAE of 0.35 m, and an RMSE of 0.49 m. …”
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Multi-Organ Transplantation in Adult Congenital Heart Disease: Navigating the Unique Challenges of a Distinct Patient Population by Valeria E. Duarte, Marcus A. Urey, Eric D. Adler, Brenda Merkelz, Mark J. Hobeika, Erik E. Suarez, Andrea G. Quarti, Rayan Yousefzai

“…ACHD transplantation presents unique surgical challenges, including chest reentry, vascular access issues, bleeding risks, extensive anatomical reconstruction, the need for longer vascular segments from donors, and prolonged ischemic times. …”
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SURGICAL TREATMENT OF CHEST INJURIES WITH COMBINED TRAUMA AND POLYTRAUMA: A COMPARATIVE ANALYSIS OF THE STRUCTURE AND COMPONENTS OF THE THORACIC INTERVENTION PHASE (MESSAGE ONE) by Serhii I. Panasenko, Serhii O. Guriev, Volodymyr V. Nehoduiko, Nizar R. Kerbazh

“…Extrapleural fixation of the flail segment with spikes or one traction were performed in 8 (2.0%) cases with a "doubtful" prognosis. …”
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GreenNet: A dual-encoder network for urban green space classification using high-resolution remotely sensed images by Ke Chen, Yang Wang, Cunrui Huang, Jing Wang, Sabrina L. Li, Haiyan Guan, Lingfei Ma

“…Finally, to ensure classification consistency along class boundaries, a boundary loss is computed using edge-defined images, which are generated by a pre-trained Segmenting Anything Model (SAM) from the raw input image. …”
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Flow simulation algorithm for gas gathering pipelines of natural gas fields by Yuling LYU, Zhenhe JIANG, Xiaowei LI, Jiakai SHI, Huaping CAO

“…This algorithm was utilized to predict liquid loading in the gas gathering pipeline segment between Stations 5# and 6#. The maximum liquid holdup was 0.37, indicating a significant issue with liquid loading that necessitated appropriate measures to prevent hazardous working conditions. …”
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Role of Venoarterial Extracorporeal Membrane Oxygenation in Cardiogenic Shock Secondary to Takotsubo Syndrome: A Case Series by Niu H, Chen M, Liang H, Li J, Cai S

“…Coronary angiography showed no obstructive coronary lesions; echocardiography suggested general wall motion abnormalities, particularly in the apex and middle segments, consistent with apical ballooning syndrome. …”
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Pretraining-improved Spatiotemporal graph network for the generalization performance enhancement of traffic forecasting by Xiangyue Zhang, Chao Li, Ling Ji, Yuyun Kang, Mingming Pan, Zhuo Liu, Qiang Qi

“…A key challenge is capturing the long-term spatiotemporal dependencies of traffic data while improving the model’s generalization ability. To address these issues, various sophisticated modules are embedded into different models. …”
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Which factors drive the choice of the French‐speaking Quebec population towards a COVID‐19 vaccination programme: A discrete‐choice experiment by Gabin F. Morillon, Thomas G. Poder

“…This study allowed assessment of vaccination‐specific issues through a choice‐based exercise and description of factors influencing this choice by segmenting the sample and drawing profiles of individuals. …”
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Long-Read Sequencing and Structural Variant Detection: Unlocking the Hidden Genome in Rare Genetic Disorders by Efthalia Moustakli, Panagiotis Christopoulos, Anastasios Potiris, Athanasios Zikopoulos, Despoina Mavrogianni, Grigorios Karampas, Nikolaos Kathopoulis, Ismini Anagnostaki, Ekaterini Domali, Alexandros T. Tzallas, Peter Drakakis, Sofoklis Stavros

“…Along with outlining potential future paths like telomere-to-telomere assemblies and pan-genome integration, we also address existing issues, including cost, clinical validation, and computational complexity. …”
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