Do gender differences matter in Acute Heart Failure? Insights from Indian College of Cardiology – National Heart Failure Registry, India by P.B. Jayagopal, C.N. Manjunath, A. Jabir, Sridhar L. Sastry, Veena Nanjappa, P.R. Vaidyanathan, Johny Joseph, Soma Sekhar Ghanta, P. Manokar, Nitin Kabra, Dharmendra Jain, Vinod Sharma, Trinath Kumar Mishra, R. Badri Narayanan, Narendra Jathappa, Gautam Rege, Sunil Modi, S.N. Routray, T.R. Raghu, Rabin Chakraborty, Dayasagar Rao, Shantanu Sengupta, K.S. Ravindranath, B.C. Srinivas, V.K. Chopra

“…Mortality rate Gender-based comparisons were tested at a 5 % level of significance. …”
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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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A Linear Differentiation Scheme for Camouflaged Target Detection using Convolution Neural Networks by Jagadesh Sambbantham, Gomathy Balasubramanian, Rajarathnam, Mohit Tiwari

“…The differentiated region is trained for its positive rate in identifying the region around the target. …”
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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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Unsupervised post-training learning in spiking neural networks by Reyhaneh Naderi, Arash Rezaei, Mahmood Amiri, Herbert Peremans

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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

“…The MVPA classifier yielded an area under the curve of 0.91, an accuracy classification rate of 82.47%, a sensitivity of 85.11%, and a specificity of 80.00% according to the granger causality analysis(GCA) maps and receiver operating characteristic curve analysis. …”
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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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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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Mapping hydrogen demand for heavy-duty vehicles: a spatial disaggregation approach by Warsini Handayani, Xuan Zhu, Fang Lee Cooke

“…By integrating spatial datasets with economic factors, market penetration rates, and technical specifications of hydrogen fuel cell vehicles, the approach disaggregates the projected demand into specific demand centres, allowing for the mapping of regional hydrogen demand patterns and the identification of key centres of hydrogen demand based on heavy-duty truck traffic flow projections under different scenarios. …”
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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

“…With the implementation of HBP telemonitoring, the BP control rate based on HBP analysis was still low. This is possibly attributed to the therapeutic inertia of healthcare physicians. …”
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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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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

“…Ventilation (VE), respiratory rate (RR), tidal volume (VT), carbon dioxide output (VCO2) and end‐tidal partial pressure (PETCO2), spirometry, and breath‐holding time (BHT) were measured at baseline (M1) and 17–51 weeks later (M2). …”
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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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Performance Evaluation of YOLOv11 and YOLOv12 Deep Learning Architectures for Automated Detection and Classification of Immature Macauba (<i>Acrocomia aculeata</i>) Fruits by David Ribeiro, Dennis Tavares, Eduardo Tiradentes, Fabio Santos, Demostenes Rodriguez

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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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Forecasting Green Energy Production in Latin American Countries and Canada via Temporal Fusion Transformer by Muhammad Shoaib Saleem, Javed Rashid, Sajjad Ahmad, Ali M. Al‐Shaery, Saad Althobaiti, Muhammad Faheem

“…The performance of the proposed TFT is more authentic as compared with the gated recurrent unit (GRU), the long short‐term memory (LSTM), deep autoregression (DeepAR), and the meta graph‐based convolutional recurrent network (MegaCRN). …”
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