Arabic Speech Recognition Based on Encoder-Decoder Architecture of Transformer by Mohanad Sameer, Ahmed Talib, Alla Hussein, Husniza Husni

“…Although Arabic is considered one of the languages that are difficult to interpret by speech recognition systems, we achieved the best word error rate (WER) of 3.2 compared to other systems whose training requires a very large amount of data. …”
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fragSMILES as a chemical string notation for advanced fragment and chirality representation by Fabrizio Mastrolorito, Fulvio Ciriaco, Maria Vittoria Togo, Nicola Gambacorta, Daniela Trisciuzzi, Cosimo Damiano Altomare, Nicola Amoroso, Francesca Grisoni, Orazio Nicolotti

“…In this paper, we present fragSMILES, a novel fragment-based molecular representation in the form of string. fragSMILES encode fragments in a ‘chemically-meaningful’ way via a novel graph-reduction approach, allowing to obtain an efficient, interpretable, and expressive molecular representation, which also avoids fragment redundancy. fragSMILES contributes to the field of fragment-based representation, by reporting fragments and their ‘breaking’ bonds independently. …”
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Visible light-responsive hydrogels for cellular dynamics and spatiotemporal viscoelastic regulation by Yan Lu, Cheng Chen, Hangyu Li, Peng Zhao, Yuanfeng Zhao, Bohan Li, Wei Zhou, Gaofeng Fan, Dongshi Guan, Yijun Zheng

“…This innovative approach provides a means to regulate the viscoelasticity of hydrogels across a wide range of timescales, thereby opening avenues for more advanced studies into how cells interpret and respond to spatiotemporal viscoelastic signals.…”
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A review of reported stakeholder engagement in early-stage translational research by Thomas W. Concannon, Marguerite Fenwood Hughes, Amy E. LaVertu, Jonathan Garlick, Alice M. Rushforth

“…More than half drew unmeasured conclusions about the outcomes of engagement. Interpretation: Our definition of early-stage translation pointed to a specific set of peer-reviewed research; our findings indicate a reporting gap and not necessarily a gap in practice. …”
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A Social Media Dataset and H-GNN-Based Contrastive Learning Scheme for Multimodal Sentiment Analysis by Jiao Peng, Yue He, Yongjuan Chang, Yanyan Lu, Pengfei Zhang, Zhonghong Ou, Qingzhi Yu

“…Nevertheless, these methods lack interpretability for the interaction between modalities. …”
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CR-DEQ-SAR: A Deep Equilibrium Sparse SAR Imaging Method for Compound Regularization by Guoru Zhou, Yixin Zuo, Zhe Zhang, Bingchen Zhang, Yirong Wu

“…The rising demand for high precision and real-time processing under complex conditions in resource-constrained environments has spurred interest in deep network-based SAR imaging, which combines traditional sparse SAR imaging methods with deep learning to optimize parameters and scene features while retaining physical model interpretability and enabling fast inference. However, the single regularization cannot entirely capture the features of complex observation scenes, and network architectures based on iterative unfolding often face memory and numerical precision constraints during training. …”
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The Implementation of Religious Moderation in West Sumatra from the Perspective of Maqāsid Sharī'ah by Rusyaida D, Noor Fadlli Marh, M Taufiq, M Fadhli, Sabri

“…The findings show that the implementation of religious moderation aligns with the concept of religious moderation in Islam, known as Wasatiyatul Islam as a distinctive Islamic quality, both in terms of showing moderation in differing religious interpretations with mutual respect for varied practices, as well as between different religions and ethnicities. …”
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Maintenance of inflorescence size variability within common buckwheat (<i>Fagopyrum esculentum</i> Moench) cultivars of various origin: the phenomenon and its possible causes by A. N. Fesenko, I. N. Fesenko, O. V. Biryukova

“…Intrapopulation polymorphism usually can be interpreted as a result of balancing selection, but the basic mechanisms of such selection are not always clear. …”
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Enhanced YOLOv10 Framework Featuring DPAM and DALSM for Real-Time Underwater Object Detection by Suthir Sriram, Aburvan P., Arun Kaarthic T. P., Nivethitha Vijayaraj, Thangavel Murugan

“…With DPAM, the latest refinement processes for conservation focus on feature extraction to account for key highlights and in the scene, include temporal context, both critical for interpretation of the dynamic realm below the ocean. The prefix with DALSM involves adaptive dual label assignment and techniques for sun glint removal. …”
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Ferroan Dolomitization by Seawater Interaction with Mafic Igneous Dikes and Carbonate Host Rock at the Latemar Platform, Dolomites, Italy: Numerical Modeling of Spatial, Temporal,... by K. Blomme, S. J. Fowler, P. Bachaud, F. H. Nader, A. Michel, R. Swennen

“…A common factor is interpretation of geochemical data in terms of heating via regional igneous activity that provided kinetically favorable conditions for replacement dolomitization. …”
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Language and Communication Impact of Hypertension: A Qualitative Study by Cecilia Amponsem-Boateng, Timothy Bonney Oppong, Weidong Zhang, Tanko Abdulai, Jonathan Boakye-Yiadom, Lianke Wang, Emmanuel Kumi Duodu Kyere

“…Focus group conversations and interviews were held in the local Akan (Twi) language, which was later translated, interpreted, and analyzed. Overall, 25 second-cycle students participated. 60% were between 15 and 17 years, 24% were ≥18 years, and 16% were <15 years of age. …”
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Dust Dynamics in Radially Convective Regions of Protoplanetary Disks by Min-Kai Lin, Marius Lehmann

“…Furthermore, dust feedback can impede the formation of zonal flows, even at small dust-to-gas ratios ϵ  ∼  O (0.1). We interpret this phenomenon as a competition between the negative gas angular momentum flux associated with zonal flow formation and the positive dust angular momentum flux associated with its drift toward pressure maxima. …”
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Chromosomal genome assembly resolves drug resistance loci in the parasitic nematode Teladorsagia circumcincta. by Jennifer McIntyre, Alison Morrison, Kirsty Maitland, Duncan Berger, Daniel R G Price, Sam Dougan, Dionysis Grigoriadis, Alan Tracey, Nancy Holroyd, Katie Bull, Hannah Rose Vineer, Mike J Glover, Eric R Morgan, Alasdair J Nisbet, Tom N McNeilly, Yvonne Bartley, Neil Sargison, Dave Bartley, Matt Berriman, James A Cotton, Eileen Devaney, Roz Laing, Stephen R Doyle

“…These insights into contemporary and historic genetic selection further emphasise the importance of contiguous genome assemblies in interpreting genome-wide genetic variation associated with drug resistance and identifying key loci to prioritise in developing diagnostic markers of anthelmintic resistance to support parasite control.…”
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Trends in Brazilian productions on the assistive technologies’ effectiveness for patient safety by Christiani Andrea Marquesini Rambo, Giulia Dos Santos Goulart, Eveline do Amaral Antonello, Tânia Solange Bosi de Souza Magnago, Yuliett Mora Pérez, Graziella María Rosa Cauduro

“…Data analysis was carried out through exploratory, analytical and interpretive reading of the studies. Descriptive data were analyzed using descriptive statistics. …”
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Diagnostic and Prognostic Impact of Progesterone Receptor Immunohistochemistry: A Study Evaluating More Than 16,000 Tumors by Florian Viehweger, Lisa-Marie Tinger, David Dum, Natalia Gorbokon, Anne Menz, Ria Uhlig, Franziska Büscheck, Andreas M. Luebke, Claudia Hube-Magg, Andrea Hinsch, Doris Höflmayer, Christoph Fraune, Patrick Lebok, Sören Weidemann, Maximilian Lennartz, Frank Jacobsen, Till S. Clauditz, Rainer Krech, Till Krech, Andreas H. Marx, Ronald Simon, Eike Burandt, Stefan Steurer, Guido Sauter, Sarah Minner, Christian Bernreuther

“…In this study, the expression of PR was analyzed by immunohistochemistry in 18,176 (interpretable: 16,445) samples from 147 different tumor types and subtypes in a tissue microarray format. …”
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An Unusual Case of Anti-GBM Antibody Elevation in HIV-Associated Nephropathy by Vinay Minocha, Raafat Makary, Andreea Poenariu

“…This case highlights the need for careful interpretation of anti-GBM antibody tests in HIV infected patients with kidney disease and, in particular, the need for biopsy confirmation of the diagnosis prior to starting therapy. …”
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Study of GaN Hall Effect Magnetic Sensors by Vlad Marsic, Soroush Faramehr, Isha Maini, David A. J. Moran, Petar Igic

“…Since even when properly using the most suitable scientific equipment, errors may occur from insufficient information regarding the relative angle between the magnetic field and the active area of the sensor or, data records affected by imperceptible equipment vibrations, this work provides a practical solution on how to detect and mitigate these shortcomings: magnetic quasi-static sources alternatives are discussed and transient recordings of different intensities and polarities of the magnetic field are separated and interpreted similar with the spectrometry diagrams. …”
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Assessment of Rainfall Frequencies from Global Precipitation Datasets by Xueyi Yin, Ziyang Zhang, Zhi Lin, Jun Yin

“…These differences across most regions of the world should be interpreted as the inherent biases associated with the model structure or algorithms used for deriving precipitation data and cannot be reduced simply by increasing the data resolutions. …”
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Exploring the role of the JEEViKA swasthya mitra helpdesk in improving healthcare access: a qualitative study in tertiary healthcare facilities in Bihar, India by Pragya Kumar, Shamshad Ahmad, Narottam Pradhan, Neha Chaudhary, Haripriya H., Sarita Kumari, Naveen K. G., Akanksha Yadav, Rakesh Jha, Md. Ashraf Parwez, Swati Swati, Apolenarius Purty, Somya Somya

“…The program also empowered women, both Swasthya Mitras and beneficiaries, by improving their access to healthcare and increasing their involvement in health-related decision-making. Interpretation The Swasthya Mitra program may offer a viable model for improving healthcare access in rural settings, demonstrating the importance of community involvement in healthcare delivery. …”
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Bone Mineral Density in Children and Adolescents with Congenital Adrenal Hyperplasia by Paulo Alonso Garcia Alves Junior, Daniel Luis Gilban Schueftan, Laura Maria Carvalho de Mendonça, Maria Lucia Fleiuss Farias, Izabel Calland Ricarte Beserra

“…Chronological and bone ages were used in the scans interpretation. In fourteen patients, mean bone mineral density Z-score of total body to bone age was −0.76 and of lumbar spine to bone age was −0.26, lower than those related to chronological age (+0.03 and +0.62, resp.). …”
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