Dual smart sensor data-based deep learning network for premature infant hypoglycemia detection by Muhammad Shafiq, J. Kavitha, Dhruva R. Rinku, N. K. Senthil Kumar, Kamal Poon, Amar Y. Jaffar, V. Saravanan

“…Based on features, the sorted-out data gets evaluated through a GRU-LSTM (Gated Recurrent Unit - Long Short-Term Memory) network to identify the state of the infant as usual and suggestive of hypoglycemia—blood glucose below 70 mg/dL, pale complexion, profuse perspiration. …”
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Transfer learning for securing electric vehicle charging infrastructure from cyber-physical attacks by Ahmad Almadhor, Shtwai Alsubai, Imen Bouazzi, Vincent Karovic, Monika Davidekova, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…The study also provides a comparison with different DL models such as Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNN), Long Short-Term Memory-Recurrent Neural Networks (LSTM-RNN), and Gated Recurrent Unit (GRU). The CICEVSE2024 (EVSE-A and EVSE-B) datasets are used to assess the framework, where one dataset is used to train and store weights, and the second is used to evaluate the learned patterns using transfer learning. …”
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Intracranial directed connectivity links subregions of the prefrontal cortex to major depression by John Myers, Jiayang Xiao, Raissa K. Mathura, Ben Shofty, Victoria Gates, Joshua Adkinson, Anusha B. Allawala, Adrish Anand, Ron Gadot, Ricardo Najera, Hernan G. Rey, Sanjay J. Mathew, Kelly Bijanki, Garrett Banks, Andrew Watrous, Eleonora Bartoli, Sarah R. Heilbronner, Nicole Provenza, Wayne K. Goodman, Nader Pouratian, Benjamin Y. Hayden, Sameer A. Sheth

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An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
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Associations between on-farm factors and bulk tank SCC on Irish dairy farms by Alice Uí Chearbhaill, Pablo Silva Boloña, Eoin G. Ryan, Catherine I. McAloon, Conor G. McAloon, John Upton

“…Parlour technologies such as automatic cluster removers and automatic washers on the milking machine were associated with significantly reduced log10BTSCC, whereas the presence of backing gates and straight breast rails were associated with increased log10BTSCC. …”
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Epidemiological characterization of chronic myeloid leukaemia patients at an oncologic centre: A retrospective observational study by Ana Maria Meireles, Rita Calisto, Maria José Bento, Pedro Martinho Gouveia, Susana Bizarro, Manuel Teixeira, Cláudia Moreira, Ana Espírito Santo, Mário Mariz

“…Background: The chronic myeloid leukaemia population, treatment patterns and responses in Portugal are unknown. The aim of this study is to describe these features in a Portuguese reference centre. …”
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Somatization symptoms and burnout: a correlational study among emergency nurses by Ningxiang Li, Ningxiang Li, Ningxiang Li, Nan Xie, Nan Xie, Nan Xie, Xiaoli Chen, Xiaoli Chen, Xiaoli Chen, Hao Zhang, Hao Zhang, Hao Zhang, Luying Zhong, Luying Zhong, Luying Zhong, Dongmei Diao, Dongmei Diao, Dongmei Diao, Ling Zhu, Ling Zhu, Ling Zhu, Yue Zhou, Yue Zhou, Yue Zhou

“…To address this issue, healthcare management should consider implementing alternative shift patterns, optimizing workforce allocation, and revising compensation systems to ensure equitable labor distribution. …”
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Sustainability and energy self-sufficiency; overcoming the barriers by Rania Abdel Galil

“…Renewable energy technologies are viewed as radical innovations which necessitate substantial changes in production and consumption patterns, hence often met with resistance from both institutions and individuals. …”
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Dynamics of HBsAb persistence and associated BCR IgG-H CDR3 repertoire features in ultra-high versus extremely low responders to HBV vaccination by Ting-Wen Yang, Ting-Wen Yang, Li-Na Sun, Ting Zhang, Yu-Rong Pan, Jun Li, Yang-Yang Li, Zhi-Yong Han, Wan-Bang Sun, Xin-Sheng Yao, Xiao-Yan He

“…Additionally, the average mutation rate of the IgG-H CDR3 repertoire in Group H was slightly higher than that in Group L after the third vaccination. …”
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<i>ZmNLR</i><i>-7</i>-Mediated Synergistic Regulation of ROS, Hormonal Signaling, and Defense Gene Networks Drives Maize Immunity to Southern Corn Leaf Blight by Bo Su, Xiaolan Yang, Rui Zhang, Shijie Dong, Ying Liu, Hubiao Jiang, Guichun Wu, Ting Ding

“…Analysis of tissue expression patterns revealed that <i>ZmNLR-7</i> was expressed in all maize tissues, with the highest expression level (5.11 times) exhibited in the leaves, and that its transcription level peaked at 11.92 times 48 h post <i>Bipolaris maydis</i> infection. …”
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Surgeon Sex and Postoperative Resource Utilization: A Population-Based Cohort Study by Kiyan Heybati, BHSc, Raj Satkunasivam, MD, MS, Khatereh Aminoltejari, MD, MSc, FRCSC, Hannah S. Thomas, MBChB, MS, Arghavan Salles, MD, PhD, Natalie Coburn, MD, MPH, Frances C. Wright, MD, Med, FRCSC, Lesley Gotlib Conn, PhD, Amy N. Luckenbaugh, MD, Sanjana Ranganathan, MD, Carlos Riveros, MD, Jason Sutherland, PhD, Colin McCartney, MBChB, PhD, FRCA, FFARCSI, FRCPC, Kathleen Armstrong, MD, MSc, FRCSC, Barbara Bass, MD, Allan S. Detsky, MD, PhD, CM, Angela Jerath, MD, MSc, Christopher J. D. Wallis, MD, PhD

“…Understanding differences in resource utilization may offer insights into the care pathways and practice patterns contributing to these differences. Methods:. …”
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COVID-19 vaccine evidence monitoring assisted by artificial Intelligence: An emergency system implemented by the Public Health Agency of Canada to capture and describe the trajecto... by Su Hyun Lim, Mona Hersi, Ramya Krishnan, Joshua Montroy, Bonnie Rook, Kelly Farrah, Yung-En Chung, Adrienne Stevens, Joseline Zafack, Eva Wong, Nicole Forbes, April Killikelly, Kelsey Young, Matthew Tunis

“…Analysis of COVID-19 vaccine research patterns supports projections of research volume, type, and rate that will help predict resourcing and information needs to plan future emergency vaccine guidance activities.…”
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Leveraging a disulfidptosis-based signature to characterize heterogeneity and optimize treatment in multiple myeloma by Bingxin Zhang, Dong Zheng, Shuxia Zhu, Xinyi Zhang, Quanqiang Wang, Zhili Lin, Ziwei Zheng, Shujuan Zhou, Zixing Chen, Sisi Zheng, Enqing Lan, Luning Cui, Hansen Ying, Yu Zhang, Xuanru Lin, Qiang Zhuang, Honglan Qian, Xudong Hu, Yan Zhuang, Qianying Zhang, Zhouxiang Jin, Songfu Jiang, Yongyong Ma, Yongyong Ma, Yongyong Ma

“…Multiple myeloma (MM) is the second most prevalent hematologic malignancy characterized by a high synthesis rate of disulfide bond-rich proteins and chronic oxidative stress. …”
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Advancements in cyberthreat intelligence through resource exhaustion attack detection using hybrid deep learning with heuristic search algorithms by S. Jayanthi, Swathi Sowmya Bavirthi, P. Murali, K. Vijaya Kumar, Hend Khalid Alkahtani, Mohamad Khairi Ishak, Samih M. Mostafa

“…Abstract The Distributed Denial of Service (DDoS) attack is uncontrollable and appears in different patterns and shapes; accordingly, it is not easily detected and solved with preceding solutions. …”
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Brokerage and social segregation: a case study of cluster housing environment in Gading Serpong, Indonesia by Aryaning Arya Kresna, Pamerdi Giri Wiloso, Wilson Therik, Willi Toisuta

“…Brokerage occurs in sectors, patterns or forms of informal, personal relationships; to understand it, one must pay close attention to micro-level relationships and social psychological processes. …”
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Mechanism of atrazine migration and diffusion control in soil by clay matrix composites by Xiangyu Wang, Qiang Fu, Tianxiao Li, Renjie Hou, Mo Li, Dong Liu, Fanying Kong, Mingxuan Liu, Shuqi Dong

“…In this study, three major problems of soil structure optimization, competitive adsorption enhancement and quantification of migration patterns in FC environments were solved through the preparation of clay-based composites (Sep/BC) combined with soil column simulation tests and isothermal adsorption tests. …”
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Discovery and molecular identification of a new orthophasmavirus in the Asian citrus psyllid (Diaphorina citri) by Song Zhang, Song Zhang, Jing Chen, Jing Chen, Luqin Liu, Luqin Liu, Zhipeng Xie, Zhipeng Xie, Jiamei Liang, Jiamei Liang, Fulin Yan, Fulin Yan, Yaqin Song, Xuefeng Wang, Xuefeng Wang, Changyong Zhou, Changyong Zhou, Mengji Cao, Mengji Cao, Jinxiang Liu, Jinxiang Liu

“…To investigate viral transmission patterns, progeny were obtained from mated infected ACP parents and used to feed on host plants. …”
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Widespread geographic distribution of filarioid nematodes in caribou (Rangifer tarandus sspp.) in Canada by Aparna Mariyam Thomas, Guilherme G. Verocai, John Soghigian, Fabien Mavrot, Naima Jutha, Jan Adamczewski, Tracy Davison, Gwen Duytschaever, Arthur Fernandes, Allicia Kelly, Matthew R. Kulpa, Eve Lamontagne, Lisa-Marie Leclerc, Sara McCarthy, Ashley McLaren, Amanda D. Melin, Susan J. Kutz

“…The Arctic is currently experiencing an unprecedented rate of climate change, including warming temperatures and altered patterns of precipitation. …”
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Modelling of circumferential surface topography of grinding wheel with random distribution of circular truncated cone abrasive grains by Xiaodong CHEN, Dexiang WANG, Feng GUO, Xinming LI, Jingliang JIANG

“…Finally, the real grinding wheel surface topography and the constructed grinding wheel surface topography model are compared and analyzed to determine the accuracy of the modeling method in this paper.ResultsA corundum grinding wheel model is constructed with a diameter and width of 20 mm and 4.5 mm, particle size code of F80, grinding wheel structure number of 7, abrasive rate of 48% and grinding particle size of 152 to 178 μm. …”
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Evaluating the potential of phenotypic age to enhance cardiovascular risk prediction over chronological age in the UK Biobank by Kristine J. S. Kwan, Shi-Shuai Xie, Hai-Lei Li, Xue-Guang Lin, Yi-Jie Lu, Bo Chen, Kai-Xin Ge, Shu-Ya Tang, Hui Zhang, Shuai Jiang, Jing-Dong Tang

“…Kaplein-Meier survival patterns of the positive PhenoAgeAccel group was similar to the high-risk group of FRS level. …”
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