Comparative Evaluation of Emergency Medical Service Trauma Patient Transportation Patterns Before and After Level 1 Regional Trauma Center Establishment: A Retrospective Single-Cen... by Hyeong Seok Lee, Won Young Sung, Jang Young Lee, Won Suk Lee, Sang Won Seo

“…Purpose This study examined emergency medical service (EMS) transportation patterns for adult trauma patients before and after establishing a level 1 regional trauma center (RTC) and to evaluate the transportation approach after prehospital severity screening. …”
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Conv1D-GRU-Self Attention: An Efficient Deep Learning Framework for Detecting Intrusions in Wireless Sensor Networks by Kenan Honore Robacky Mbongo, Kanwal Ahmed, Orken Mamyrbayev, Guanghui Wang, Fang Zuo, Ainur Akhmediyarova, Nurzhan Mukazhanov, Assem Ayapbergenova

“…This study proposes a hybrid IDS model combining one-dimensional Convolutional Neural Networks (Conv1Ds), Gated Recurrent Units (GRUs), and Self-Attention mechanisms. …”
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Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case–control study using data lin... by Tony Rosen, Yuhua Bao, Yiye Zhang, Sunday Clark, Katherine Wen, Alyssa Elman, Philip Jeng, Elizabeth Bloemen, Daniel Lindberg, Richard Krugman, Jacquelyn Campbell, Ronet Bachman, Terry Fulmer, Karl Pillemer, Mark Lachs

“…Preliminary research suggests elder abuse victims may have different patterns of healthcare utilisation than other older adults, with increased rates of emergency department use, hospitalisation and nursing home placement. …”
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Real-world usage pattern, effectiveness and safety of oral tramadol/dexketoprofen trometamol fixed-dose combination in moderate-to-severe acute pain in Asia: a prospective, multice... by Ankur Gupta, Suwimon Tangwiwat, Cesar Dimayuga, Kok Yuen Ho, Bibek Gyanwali, Edgar Michael Eufemio, Edwin Bernardo, Gopinathan Raju, Keen Wai Chong, Kritsadakorn Waithayayothin, Leonardo Ona, Marc Anthony L Castro, Passakorn Sawaddiruk, Roehl C Salvador, Sharifah Ahmad Roohi, Vajara Wilairatana, Zhi Hao Oon, Dinesh Nagrale

“…There was a significant reduction in pain intensity throughout the study and 65% of patients achieved ≥30% pain reduction from baseline at 8 hours post the first dose of TRAM/DKP FDC on day 1. 95.69% of patients were satisfied with the treatment (rated good, very good and excellent on the PGE scale). …”
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Response of land cover to multi-scale spatial effects in complex karst mountainous areas by Qingqing Dai, Zhongfa Zhou, Denghong Huang, Yue Yang, Huanhuan Lu, Ya Li

“…This study reveals the influence of spatial scale effects on land cover classification in karst regions from the perspectives of landscape patterns and topographic complexity. The research indicates:(1) When the spatial resolution increases from 5m to 30m, the study area exhibits trends of reduced landscape fragmentation, concentrated land use distribution, and decreased landscape heterogeneity;(2) Scale effects vary among land cover types, with the variations in PD, LSI and AI for construction land exceeding those of the corresponding indices for other land cover types;(3) The decline rates of PD in low and high topographic complexity areas are 49.87% and 37.69% respectively, LSI decline rates are 31.88% and 8.81%, and AI decline rates are 23.70% and 11.32%.…”
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A Linear Differentiation Scheme for Camouflaged Target Detection using Convolution Neural Networks by Jagadesh Sambbantham, Gomathy Balasubramanian, Rajarathnam, Mohit Tiwari

“…The pattern distributions are monotonous due to similar pixels and non-contrast regions. …”
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Unsupervised post-training learning in spiking neural networks by Reyhaneh Naderi, Arash Rezaei, Mahmood Amiri, Herbert Peremans

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Alternative Support Threshold Computation for Market Basket Analysis by Damiano Verda, Marco Muselli

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Growth dynamics, reproductive biology, and nutritional profiling of the freshwater mussel Lamellidens marginalis (Lamarck, 1819): implications for wild stock conservation and susta... by Md. Mostafizur Rahman Mondol, Dil Afroz Nahar, Md. Ayenuddin Haque, Sumaya Akter Tisha, Md. Raihan Ali, Saleha Jasmine, Noorashikin Md Noor, Simon Kumar Das, Takaomi Arai, Bilal Ahamad Paray, Mohammad Belal Hossain, Mohammad Belal Hossain

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Impaired degree centrality and effective connectivity contributed to deficits in cognition and depression in patients with temporal lobe epilepsy by Bailing Qin, Shujun Su, Xuemei Chen, Yuting Sun, Qin Zhou, Huoyou Hu, Lu Qin, Jinou Zheng

“…Using degree centrality (DC), effective connectivity (EC), and multivariate pattern analysis (MVPA), we aimed to reveal alterations in brain networks and investigate neurofunctional symptoms in TLE patients. …”
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Water supply conditions determine typical plantation water use strategies in Northern China by Yujia Chen, Tonggang Zha, Hongli Zhang, Lili Zhao, Ao Wang, Qingzhou Cui, Junling Song, Hengshuo Zhang, Yang Yu, Dongmei Wang

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Geomorphic hazards and riverine dynamics in the deltaic region of Eastern India by Shams Quamar, Prabeer Kumar Parhi, Anuj Kumar Dwivedi, Nisha Singh, Deepak Singh, Harendra Singh

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The Application of BiGRU-MSTA Based on Multi-Scale Temporal Attention Mechanism in Predicting the Remaining Life of Lithium-Ion Batteries by Luping Wang, Shanze Wang

“…This mechanism is integrated with the Bidirectional Gated Recurrent Unit (BiGRU) to develop the BiGRU-MSTA framework. …”
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Assessment of Pattern of Abdominal Injury over a Two-Year Period at St Paul’s Hospital Millenium Medical College and AaBET Hospital, Addis Ababa, Ethiopia: A Retrospective Study by Kassaye Demeke Altaye, Ayalew Zewdie Tadesse, Mahteme Bekele Muleta, Woldesenbet Wagenew Dode

“…This study aimed to assess patterns of abdominal injury at AaBET and St. Paul’s Hospital Millennium Medical College. …”
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Concurrent highly pathogenic avian influenza H5N1 virus and Salmonella pullorum infections: unusual mortality patterns in Rhode Island red birds in India: a case study by Shreeniwas Singh, Soumajit Sarkar, Sandip Garai, Sunita Kumari Murmu, Saroj Kumar Thakur, Shreya Sinha, Amit Kumar Jha, K. C. Nikhil

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Global pattern, trend, and cross-country health inequality of adult acne aged 25 + years from 1990 to 2021, a comprehensive analysis for global burden of disease and global dietary... by Jia Deng, Shixiong Peng, Fengyuan Yang, Xing Wei, Xiaofeng Lu, Lixia Lu, Yonglong Lu, Zian Chen, Wenjie Yan, Xi Huang

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Home Blood Pressure Control and Drug Prescription Patterns among Thai Hypertensives: A 1-Year Analysis of Telehealth Assisted Instrument in Home Blood Pressure Monitoring Nationwid... by Anut Sakulsupsiri, Pairoj Chattranukulchai, Sarawut Siwamogsatham, Patchaya Boonchayaanant, Witthawat Naeowong, Aekarach Ariyachaipanich, Vorarit Lertsuwunseri, Voravut Rungpradubvong, Sudarat Satitthummanid, Sarinya Puwanant, Suphot Srimahachota, Wacin Buddhari, Smonporn Boonyaratavej, Surapun Sitthisook, Prapimporn Shantavasinkul, Peera Buranakitjaroen, Apichard Sukonthasarn, Somkiat Sangwatanaroj

“…To evaluate the attainment of HBP control and drug prescription patterns in Thai hypertensives at one year after initiating the TeleHealth Assisted Instrument in Home Blood Pressure Monitoring (THAI HBPM) nationwide pilot project. …”
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Controlling Frost Propagation on Polymeric Surfaces Using SI‐ATRP Chemical Micropatterning by Miisa J. Tavaststjerna, Stephen J. Picken, Santiago J. Garcia

“…In addition to influencing the time and location of ice nucleation, the local patterning affects the freezing propagation mode and rate due to its impact on the continuity and thickness of molecular water layers (MWL). …”
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Assessing ventilatory efficiency at rest in asthma: A longitudinal comparison with healthy subjects by Monique vanOosten, Arni Johnsen, Bjorn Magnusson, Marta Gudjonsdottir

“…It is mainly identified using questionnaires and by observing breathing patterns, but the actual efficiency of ventilation is rarely evaluated. …”
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Pan-Canadian assessment of image guided adaptive radiation therapy and the role of the radiation therapist by Amanda Moreira, Tara Rosewall, Yat Tsang, Patricia Lindsay, Peter Chung, Winnie Li

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