PPG-Based Accurate Insomnia Detection System Using Convolutional Neural Networks With Self-Attention Mechanism and Gated Recurrent Units by Hardik Telangore, Heneel Makwana, Prithviraj Verma, Manish Sharma, Hasan S. Mir, U. Rajendra Acharya

“…This study introduces a novel approach for PPG-based insomnia detection, utilizing Convolutional Neural Network (CNN) with self-attention, CNN with Gated Recurrent Unit (GRU), and transformer-based models. …”
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Seasonal Patterns in Asthma Hospitalization in Saaskatchewan, 1979 to 1989 by Sreelatha Meleth, A Senthilselvan

“…OBJECTIVES: To determine whether monthly asthma hospitalization rates in Saskatchewan exhibited a seasonal pattern. …”
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Geographic patterns and dimensions of poverty in the Indian Himalayan region by Golam Rasul, Apsara Karki Nepal

“…Despite India's progress in reducing national poverty rates, pockets of severe poverty persist in the mountainous states comprising the Indian Himalayan Region (IHR). …”
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Secondhand Clothing in Global Commerce: Trade Patterns and Impact by Debanjan Das

“…The analysis reveals notable trends: the United States and China dominate the market, while Pakistan and the UAE exhibit the highest growth rates. The study also reaffirmed that trade patterns for secondhand clothing continue to flow from the Global North—including China—to the Global South, a trend observed since the early 2000s. …”
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Epidemiological pattern of blunt trauma chest in Western India by Anita Kumari Gupta, Amit Kumar Sharma, Naresh Kumar Suthar, H R Girija, Vijay Verma, Satya Prakash Jindal

“…Despite high mortality rates, but the majority of patients with thoracic injuries can be managed by a simple intervention like tube thoracostomy. …”
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Dynamic control of ferroic domain patterns by thermal quenching by Jan Gerrit Horstmann, Ehsan Hassanpour, Aaron Merlin Müller, Yannik Zemp, Thomas Lottermoser, Yusuke Tokunaga, Yasujiro Taguchi, Yoshinori Tokura, Mads C. Weber, Manfred Fiebig

“…Here, we use thermal quenches to control ferroic domain patterns in a rare-earth orthoferrite. Cooling at variable rates triggers transitions between two ferroic phases, with transient domain evolution enabling selection of the final domain pattern. …”
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DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network by Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel, Yasser Fouad

“…The CNN-GRU model integrates a 1D convolutional layer for spatial pattern extraction and a GRU layer for temporal sequence learning, followed by dense layers with dropout regularization. …”
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Hepatitis C Variability, Patterns of Resistance, and Impact on Therapy by Cristina Simona Strahotin, Michael Babich

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Jaguar at the Edge: movement patterns in human-altered landscapes by Vanesa Bejarano Alegre, Claudia Zukeran Kanda, Júlia Emi de Faria Oshima, Bernardo Brandão Niebuhr, Ronaldo Gonçalves Morato, Jeffrey J Thompson, Luca Börger, Milton Cezar Ribeiro

“…This comprehensive assessment of movement patterns and landscape use provides valuable insights into how landscape structure influences habitat preference and mobility rates, which is crucial for future jaguar conservation and management strategies.…”
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Strategic investment patterns of the medical industry in senior health by Xinyu Li, Ping Tong, Bangsen Zhu, Bangsen Zhu

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The Effect of Rainfall Patterns on the Mechanisms of Shallow Slope Failure by Muhammad Suradi, Andy Fourie

“…Abstract - This paper examines how rainfall patterns affect the mechanisms of shallow slope failure. …”
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Factors and patterns of technical and technological development of enterprises' bases by Oleksandr Emelyanov, Tetiana Petrushka

“…It was found, that the optimal time replacement of obsolete equipment under non-competitive markets is a time moment, where the value of net cash flow from the operation of these assets is equal to the product of the discount rate on the amount of the net present value of the new assets' operation.…”
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SECOND PREMOLAR AGENESIS PATTERNS IN ROMANIAN PEDODONTIC PATIENTS by Aneta Munteanu, Mihaela Tănase, Arina Vinereanu, Ioana-Andreea Stanciu

“…Aim: to assess the characteristics of second premolar agenesis patterns in a sample of patients attending a University Pedodontics Department from Bucharest, Romania. …”
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PERFECTION OF TECHNOLOGY OF CASTINGS PRODUCTION TECHNOLOGY BY CONSUMABLE PATTERNS by N. I. Urbanovich, O. S. Komarov, V. I. Volosatikov, M. I. Kurbatov, V. G. Pavlovich

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The Effects of Scales on Modeling of Flow Patterns Over Spillway by Humam Khalid Ibrahim, Ammar Hatem Kamel

“…The physical and numerical models were tested with discharge values of (250, 350, 500, 750, and 1000) m3/s to evaluate the rating curve, discharge coefficients, pressure distributions, and energy dissipation. …”
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Antibiotic prescribing patterns at outpatient clinics in Western and Coastal Kenya. by Melanie Kiener, Caroline Ichura, Bryson A Ndenga, Francis M Mutuku, Christabel A Winter, Victoria Okuta, Laura Mwambingu, Kevin Ogamba, Karren N Shaita, Charles Ronga, Philip Chebii, Jael Amugongo, Said Malumbo, Omar Godana, Zainab Jembe, Charles Ng'ang'a, Mwangosho Mazera, A Desiree LaBeaud

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Recurrent design patterns in the feedback regulation of the mammalian signalling network by Stefan Legewie, Hanspeter Herzel, Hans V Westerhoff, Nils Blüthgen

“…We systematically analysed decay rates of 134 signalling proteins and investigated their gene expression profiles in response to stimulation to get insights into transcriptional feedback regulation. …”
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Pattern of domestic violence among pregnant women in Jos, Nigeria by Abraham N.I. Gyuse, Adie P. Ushie

“…Results: Results showed verbal, physical, sexual and emotional violence at prevalence rates of 38.0%, 26.5%, 10.7% and 1.4%, respectively. …”
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Evaluation of suicide patterns, causes and triggering factors in children and adolescents by Büşra Baydemir Kılınç, Mustafa Talip Şener

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Regeneration patterns in Naineris aurantiaca (Müller, 1858) (Annelida, Orbiniidae) by Ricardo Álvarez, Estela Pires, Giovanna Valério, Maikon Di Domenico

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