DLiGRU-X: Efficient X-Vector-Based Embeddings for Small-Footprint Keyword Spotting System by Zong-En Wu, Shao-Jung Chan, Yeshanew Ale Wubet, Kuang-Yow Lian

“…Notably, despite a reduction in model parameters, DLiGRU-X maintains an accuracy of 97% without significant decline. This model offers greater flexibility compared to previous models, allowing users to adjust and expand the set of targeted vocabulary according to their needs and deploy the model in resource-constrained environments.…”
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Characterization of visual cognition in pre-manifest, manifest and reduced penetrance Huntington’s disease by Rocio Del Pino, Maria Ángeles Acera, Amaia Ortiz de Echevarrría, Beatriz Tijero, Marta Ruiz-Lopez, Johanne Somme, Javier Ruiz-Martínez, Andrea Gabilondo, Ioana M. Croitoru, Lara Pardina, Naia Ayo-Mentxakatorre, Ane Murueta-Goyena, Iñigo Gabilondo, Rosario Sanchez-Pernaute, Tamara Fernández-Valle, Juan Carlos Gómez Esteban

“…Early assessment of visual cognitive domains, particularly visual memory, could be an early marker of cognitive decline in HD. Our findings highlight the different profiles of impairment in visual cognition across HD carriers.…”
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Ecological shifts in lagoon patch reefs: consequences of large-scale alterations to coastal systems by Kathleen Sullivan Sealey, Ellery Lennon, Amelia Grace Roskar, Jacob Patus

“…Changes in the benthic epifauna assemblages supported more weedy, short-lived species, contributing to reduced rugosity, which may have exacerbated declines in fish diversity. Results indicate a need for greater protective measures for the entire Elizabeth Harbour.…”
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Suppurative Flexor Tenosynovitis: A Case Report by Pramono Ari Wibowo, M.D., Arham Adnani

“…Conclusion: Suppurative flexor tenosynovitis is a rare but serious condition that demands early detection and a multidisciplinary approach. …”
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Practical Recommendations of Scientific Society for the Study of Human Microbiome and the Russian Gastroenterological Association on Use of Probiotics, Prebiotics, Synbiotics and F... by V. T. Ivashkin, I. V. Maev, D. I. Abdulganieva, S. A. Alekseenko, A. V. Gorelov, I. N. Zakharova, O. Yu. Zolnikova, N. Yu. Ivashkina, N. V. Korochanskaya, S. N. Mammayev, E. A. Poluektova, A. S. Trukhmanov, D. V. Usenko, Yu. P. Uspensky, V. V. Tsukanov, O. S. Shifrin, I. V. Berezhnaya, K. V. Ivashkin, T. L. Lapina, R. V. Maslennikov, S. V. Nikolaeva, N. G. Sugyan, A. I. Ulyanin

“…Not all probiotics registered in Russia as BAFAs, drugs and FFPs have a strain identity, which provides no warranty of the clinical effect expected. The FFP legislation demands improved regulation mechanisms and control for therapeutic efficacy.…”
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China’s chrysanthemum in the global market: evaluating the international competitiveness and influencing factors by Bo Pan, Bo Pan, Yingxin Du, Qingbing Chen, Qingbing Chen, Yaoyao Wang, Lijie Chen, Lijie Chen, Haiying Li, Conglin Huang, Kang Gao

“…The results show that over the past 16 years, China’s export of cut chrysanthemums has maintained a competitive advantage that peaked in 2019, followed by a gradual decline. Market effects and overall competitiveness had the most significant impact on China’s cut chrysanthemum export growth. …”
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Determinants Affecting Family Commitment and Capability in Preventing Stunting in Children Under Two Years by Taufiqurrahman Taufiqurrahman, Nur Hatijah, Ani Intiyati

“…Background: Stunting remains a public health issue in Indonesia. Despite a decline in national prevalence, East Java recorded a stunting prevalence of 32.7%, exceeding national standards and those set by the World Health Organization (WHO). …”
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Analysis of graphene coatings on various metallic/oxide crystal/composite material substrates using machine learning for enhanced solar thermal energy conversion by Khaled Aliqab, Dhruvik Agravat, Shobhit K. Patel, Ammar Armghan, Naim Ben Ali, Meshari Alsharari

“…Abstract Because energy interest demands clean and sustainability in the last ten years. …”
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Run-Time Value Chain Analysis and Cost Accounting via Microservices in Agile Manufacturing by Salman Javed, Cristina Paniagua, Imran Javed, Jan van Deventer, Jerker Delsing

“…The rapid evolution of manufacturing processes driven by Industry 4.0 demands systems capable of quickly adapting to dynamic market conditions and evolving customer needs. …”
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Hydrological performance of gridded meteorological products in Peruvian Altiplano basins by Efrain Lujano, Renny Daniel Diaz, Rene Lujano, Miguel Sanchez-Delgado, Apolinario Lujano

“…However, the performance declined when using gridded products for both P and PET, revealing significant limitations in replicating hydrological processes and emphasizing the need to enhance these products for areas with limited observational data.…”
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Invasive plant and honeybee alter native plant-pollinator network structure in dry forest by RODRIGO F. R. CARMO, CÁSSIO H. CARVALHO, REGINALDO A.F. GUSMÃO, LUCAS F.C.S. ALENCAR, JEFERSON VIZENTIN-BUGONI, GABRIEL X. BOLDORINI, GABRIELA A. GALVÃO, JOYCE C.B. BRITO, THIAGO GONÇALVES-SOUZA

“…However, the increased honeybee visitation negatively impacted native pollinator richness, causing a 60% decline. Our results underscore the compounded negative effects of invasive grass and non-native honeybees on native plant-pollinator dynamics. …”
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Global trends and epidemiological impact of metabolic risk factors on atrial fibrillation and atrial flutter from 1990 to 2021 by Junqing Liang, Jun Shen, Yankai Guo, Manzeremu Rejiepu, Xiuwen Ling, Xiaoyan Wang, Yi Jian, Xing Zhang, Shijie Shao, Baopeng Tang, Ling Zhang

“…Projections indicate a declining trend in ASMR and stable ASDR through 2030. …”
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A systematic review of the utility of assistive technologies for SEND students in schools by Kaussar Mukhtarkyzy, Laura Smagulova, Ainur Tokzhigitova, Nurgul Serikbayeva, Olzhas Sayakov, Asset Turkmenbayev, Rakhila Assilbayeva

“…Research activity peaked in 2013 and 2018 and subsequently declined. Twelve studies focus on Autism Spectrum Disorder and emphasize the prioritization of ASD in assistive technology interventions. …”
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Orthorexia in Athletes: A Comprehensive Review of its Causes, Impact on Health, and Prevention Strategies by Kamila Fuczyło, Karolina Stankevič, Anna-Mariia Chernysh, Aleksandra Dusińska, Jakub Waszczyński, Justyna Woźniak, Justyna Weronika Kmieć, Wiktor Biesiada, Ewelina Kopczyńska, Piotr Kulej

“… Aim: This review aims to explore the prevalence, causes, health impacts, and management strategies for orthorexia nervosa (ON) in athletes, with a focus on the challenges posed by the lack of standardized diagnostic criteria and the demands of sports that emphasize weight control, physique, and performance. …”
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Prevalence and associated factors of metabolic syndrome among people living with HIV in a medical center of Northern Taiwan by Chien-An Tu, Chien-Feng Kuo, Chun-Ming Lee, Chang-Pan Liu, Hsiang-Kuang Tseng, Tseng-Yu Huang, Chih-Chen Lin, Hsun Chang, Winter Yu-Ning Lee, Fang-Ju Sun, Zu-Yi Sun, Pei-Ching Lian, Ming-Wei Cheng, Alice Ying-Jung Wu

“…Prevalence rate of metabolic syndrome appeared to have declined among PLWH compared to previous reports, possibly secondary to widespread use of integrase inhibitors. …”
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Enhancing executive mathematics problem-solving through a constructivist digital learning platform: Design, development and evaluation by Supaluk Chaiarwut, Sanit Srikoon, Apirat Siritaratiwat, Parama Kwangmuang

“…Recent international assessments have highlighted a global decline in mathematics performance, particularly among students in Thailand. …”
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Leveraging transformer models to predict cognitive impairment: accuracy, efficiency, and interpretability by Kai Ma, Junzhi Zhang, Xinhang Huang, Mengyang Wang

“…Conclusion The enhanced Transformer model offers superior accuracy and efficiency in predicting cognitive decline compared to traditional models. Its capacity to process both continuous and categorical data and its interpretability through attention mechanisms make it a promising tool for early detection of neurodegenerative diseases, potentially improving clinical decision-making and interventions.…”
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Living Together with LGBT: A Discussion from the Sharia Perspective by Mohd Azhar Abdullah, Nur Azwani Mansor, Abdul Azib Hussain, Muhammad Lukman Ibrahim, Khairulnazrin Nasir

“…Living together with individuals who identify as lesbian, gay, bisexual, or transgender (LGBT) demands significant consideration, particularly when they cohabit as partners. …”
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Diagnosis and Treatment of Elderly and Senile Chronic Constipation: an Expert Consensus by V. T. Ivashkin, M. G. Mnatsakanyan, V. S. Ostapenko, А. P. Pogromov, V. M. Nekoval, E. A. Poluectova, Yu. V. Kotovskaya, N. K. Runikhina, N. V. Sharashkina, P. V. Tsarkov, N. O. Tkacheva, Yu. N. Belenkov

“…Aside to age-related physiological bowel disfunction, a higher constipation incidence is conditioned by declined physical activity and frailty, polypharmacy and a series of secondary constipation-developing chronic states and diseases. …”
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Hormonal Contraceptives and Athletic Outcomes - analysis of potential effects of oral contraceptives on strength, endurance, mood, and overall competitive results by Dominika Lewandowska, Dominika Rosińska-Lewandoska, Dominika Strep, Anna Podraza, Julia Grabowska, Maciej Kwiatkowski, Patryk Romańczyk, Julia Białczak, Weronika Kanownik, Jakub Rosiński

“…Others note minimal or negligible changes, pointing to variables such as training volume, sport-specific demands, and the athlete’s inherent physiological profile. …”
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