Transformer-Based Optimization for Text-to-Gloss in Low-Resource Neural Machine Translation by Younes Ouargani, Noussaim El Khattabi

“…The trials involve optimizing a minimal model, and our complex model with different optimizers; The findings from these trials show that both Adaptive Gradient (AdaGrad) and Adaptive Momentum (Adam) offer significantly better performance than Stochastic Gradient Descent (SGD) and Adaptive Delta (AdaDelta) in the minimal model scenario, however, Adam offers significantly better performance in the complex model optimization task. …”
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Parameterization of the Differences in Neural Oscillations Recorded by Wearable Magnetoencephalography for Chinese Semantic Cognition by Xiaoyu Liang, Huanqi Wu, Yuyu Ma, Changzeng Liu, Xiaolin Ning

“…The average peak frequency of these oscillatory differences was 15.7 Hz, and the average peak time was 457 ms. These findings offer a fresh perspective on the neural mechanisms underlying the processing of distinct Chinese semantics and provide references and insights for analyzing language-related brain activities recorded by OPM-MEG.…”
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Does Semi-Rigid Instrumentation Using Both Flexion and Extension Dampening Spacers Truly Provide an Intermediate Level of Stabilization? by Dilip Sengupta, Brandon Bucklen, Aditya Ingalhalikar, Aditya Muzumdar, Saif Khalil

“…In extension, they excessively offload the index segment, making the device as the sole load-bearing structure, with concerns of device failure. …”
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Crisis Behavior in Autism Spectrum Disorders: A Self-Organized Criticality Approach by Lucio Tonello, Luca Giacobbi, Alberto Pettenon, Alessandro Scuotto, Massimo Cocchi, Fabio Gabrielli, Glenda Cappello

“…Moreover, the SOC model offers possible interpretations of crisis behavior dynamics suggesting that they are unpredictable and, in a sense, necessary.…”
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¿Convergencia o divergencia? Análisis econométrico del rol de la cultura en los patrones de compra by Elsa Nieves-Rodriguez, Myra-Mabel Perez-Rivera, Teresa Longobardi, Nora Picón, Carolina Arenas-Estrada

“…Nuestro estudio contribuye a la limitada cantidad de investigaciones empíricas disponibles sobre la influencia de la cultura nacional en conductas del consumidor, ofreciendo información útil a minoristas con interés en ingresar en estos mercados. …”
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Adaptive adjustment to the needs of families caring for children and adolescents with physical disabilities in north-eastern Tanzania: a grounded-theory study by Elia Asanterabi Swai, Haleluya Imanueli Moshi, Sia Emmanueli Msuya, Marie Lindkvist, Ann Sörlin, Klas Göran Sahlen

“…In resource-poor settings, policies and programmes that address the needs of and challenges faced by families are often inaccessible or unavailable. Approximately 13% of the families in Tanzania have at least one member with a disability, yet family-centred research on caring for disabled children and adolescents is scarce in this context. …”
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Analysing DNA methylation and transcriptomic signatures to predict prostate cancer recurrence risk by Fahad M. Aldakheel, Hadeel Alnajran, Shatha A. Alduraywish, Ayesha Mateen, Mohammed S. Alqahtani, Rabbani Syed

“…However, traditional diagnostics such as PSA tests, digital rectal examinations, and biopsies often lack specificity resulting in overdiagnosis. …”
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Exploring the expression of DLL3 in gastroenteropancreatic neuroendocrine neoplasms and its potential diagnostic value by L. Yin, R. Wang, X. Ma, K. Jiang, Y. Hu, X. Zhao, L. Zhang, Z. Wang, T. Long, M. Lu, J. Li, Y. Sun

“…In conclusion, DLL3 targeted therapy may offer potential for the treatment of poorly differentiated NEC of the digestive system, although further studies are needed to validate its efficacy.…”
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Women and birth partners’ experiences of cervical ripening at home and in hospital by Cassandra Yuill, Mairi Harkness, Helen Cheyne, Boo Charkin, Monica Ferreira, Eloise Price, Amarnath Bhide, Mairead Black, Kathleen Boyd, Neelam Heera-Shergill, Neena Modi, John Norrie, Dharmintra Pasupathy, Julia Sanders, Sarah J. Stock, Rosemary Townsend, Linda J. Williams, Christine McCourt

“…The first stage, cervical ripening, traditionally carried out in hospital, is increasingly offered outpatient – or ‘at home’. The current induction of labour rates place considerable demand on maternity services and impact women’s experiences of care, and at home cervical ripening has been suggested as potential solution for alleviating these. …”
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Is There a Difference in Terms of Perinatal Outcomes Between Fresh and Frozen Embryo Transfers? by Ayse Zehra Ozdemir, Pervin Karli

“…In this study, it has been shown that fresh embryo transfers are more often associated with negative pregnancy outcomes. frozen embryo transfers can be better for pregnancy results …”
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Classification of Dyslexia Among School Students Using Deep Learning by Alia Hussein, Ahmed Talib Abdulameer, Ali Abdulkarim, Husniza Husni, Dalia Al-Ubaidi

“…Traditional methods of diagnosing Dyslexia often rely on subjective assessments and the expertise of specialists, leading to delays and potential inaccuracies in diagnosis. …”
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Causes and Prevention of Emitter Plugging In Microirrigation Systems by D. Z. Haman

“…When managed effectively, microirrigation offers several advantages, including comparable water application uniformity, improved water use efficiency, minimized deep percolation and runoff with proper scheduling, efficient delivery of fertilizers and chemicals through fertigation and chemigation, and the ability to irrigate land too steep for other irrigation methods. …”
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Dialogic theology of missions as a response to the global refugee phenomenon by Shakespeare Sigamoney, Samuel K.B. Nkrumah-Pobi

“…Contribution: This article attempts to point out a key legacy of colonialism and colonial Christianity: the creation of refugees, which often has not been looked at by many scholars. The problem lies not with ‘Christianity’ as a religion, but the type of Christianity being practised. …”
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Obraz křesťanského rytíře? Turcika ve šlechtických zbrojnicích raného novověku by Vítězslav Prchal

“…In its collections of weapons, aristocrats had little interest in presenting themselves as Christian knights who fought off and defeated the worst of all enemies. …”
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Fractional-order PID feedback synthesis controller including some external influences on insulin and glucose monitoring by Kottakkaran Sooppy Nisar, Muhammad Farman, Khadija Jamil, Saba Jamil, Evren Hincal

“…The innovations of this work include a fractional-order diabetes mellitus model that captures the biological memory and hereditary effects of glucose regulation under stress, and a fractional-order PID controller that offers greater stability and robustness compared to conventional controllers, particularly in managing adrenaline-induced hyperglycemia. …”
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Exploring Digital Needs in the Centru Region, Romania: A Comparative Cross-Sectoral Study by Ogrean Claudia, Pirvu Bogdan-Constantin, Herciu Mihaela

“…In terms of contributions/implications: (1) the study advances research by contributing to the understanding of digital transformation priorities in less explored regions and sectors; (2) practically, it supports organizations in prioritizing digital transformation, informs technology providers about sector-specific needs, and enables FIT EDIH to offer targeted support, thereby fostering regional innovation and accelerating digital adoption; (3) for policymakers (at regional, national and European levels) it provides data-driven insights to prioritize investments, foster public-private collaboration, and design evidence-based digital strategies.…”
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An Atypical Case of Oral Squamous Cell Carcinoma of Mandibular Alveolus by Seba Abraham, Bhagyalekshmi Mallika, Arunima Reshma, ReejaMol Mohammed Kassim

“…The oral squamous cell carcinoma shares clinical similarity with various forms of inflammatory gingival lesions and is often misdiagnosed in our routine dental practice. …”
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The Economic Benefits Associated with Florida's Artificial Reefs by Chuck Adams, Bill Lindberg, John Stevely

“…The author presents findings by region, with sections on Pinellas County, Dade County, Northwest Florida, Martin County, and the USS Speigel Grove (off Key Largo, FL). Published by the UF Department of Food and Resource Economics, August 2006. …”
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Deck the Halls: A Course to Build the Master Floral Designer Program Through the Pandemic and Beyond by James M. DelPrince, Patricia R. Knight

“…With continued high participant ratings and lower COVID transmission rates, Extension faculty and staff planned to offer the program in 2022 at six locations statewide to increase awareness and enrollment in the certificate program. …”
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A truncated pre-F protein mRNA vaccine elicits an enhanced immune response and protection against respiratory syncytial virus by Min Lin, Yifan Yin, Xiaomeng Zhao, Chen Wang, Xueqing Zhu, Letao Zhan, Li Chen, Siling Wang, Xue Lin, Jun Zhang, Ningshao Xia, Zizheng Zheng

“…Importantly, when administered to pregnant female cotton rats, LC2DM-LNP ensured the transfer of pre-F-specific antibodies to the offspring and provided protection against RSV without increasing lung inflammation. …”
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