Temporal Dynamics in Short Text Classification: Enhancing Semantic Understanding Through Time-Aware Model by Khaled Abdalgader, Atheer A. Matroud, Ghaleb Al-Doboni

“…Furthermore, the model is applied to a different-fields categorization and trend analysis task, demonstrating its capability to capture temporal patterns and perform detailed trend analysis of domain-agnostic textual content. …”
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A review of papillary breast carcinoma in women attending a breast imaging centre in Johannesburg by Musawenkosi M. Mthombeni, Nasreen Mahomed, Grace Rubin, Sharadini K. Gounden

“…Ultrasound findings indicated irregular mass shapes (mean = 1.53), with hypoechoic patterns significantly associated with PBC (r = 0.40, p = 0.0013). …”
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Transcriptomic and Lipidomic Characteristics of Subcutaneous Fat Deposition in Small-Sized Meat Ducks by Hao Zheng, Cui Wang, Ao Zhou, Xing Chen

“…<b>Conclusion:</b> Taken together, our findings reveal the patterns of lipids and the gene expression of subcutaneous fat, providing a basis for future studies of subcutaneous fat deposition in small-sized meat ducks.…”
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Exposure to circadian disrupting environment and high-fat diet during pregnancy and lactation alter reproductive competence and lipid profiles of liver, mammary, plasma and milk of... by Leriana Garcia Reis, Kelsey Teeple, Michayla Dinn, Jenna Schoonmaker, Sara Brook Scinto, Christina Ramires Ferreira, Theresa Casey

“…This study's objective was to determine the effects of pre-pregnancy obesity induced by a high-fat diet and exposure to circadian-disrupting light-dark phase shifts on birth littler size, pup survival to 24h and growth to lactation day 12, and their relationship to maternal feeding patterns, fecal corticosterone levels, milk composition, and lipid profiles of liver, plasma, mammary gland, and milk. …”
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Advancing the Sensitivity Frontier in digital contact tracing: Comparative analysis of proposed methods toward maximized utility by Junko Ami, Yanbo Pang, Hiroshi Masui, Takashi Okumura, Yoshihide Sekimoto

“…The estimation combines simulated movement patterns of residents with real-world data from app usage in Japan, utilizing both simulation and numerical modeling, with missing data supplemented through sensitivity analysis.The sensitivity of BLE-based DCT is severely limited by the application’s usage rate, with an estimated baseline of just 10.9%, and even under highly optimistic assumptions, it only reaches 27.0%. …”
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Wintering Together: Do Migrants Impact Residents? A Literature Review by Kimberly C. Navarro‐Velez, André A. Dhondt

“…Given climate change's influence on migration patterns and food resources, elucidating these biotic interactions is crucial for developing effective conservation strategies for resident tropical avifauna. …”
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Analysis of treatment efficacy, tolerability, and survival of patients receiving antifibrotic therapy for progressive nonidiopathic pulmonary fibrosis by Nesrin Ocal, Aykut Cilli, Nesrin Mogulkoc, Funda Coskun, Ahmet Ursavas, Ismail Hanta, Berna Akinci Ozyurek, Kerem Ensarioglu, Alper Ezircan, Esra Yuksel, Beste Arikan, Fatih Uzer, Tugce Sahin Ozdemirel, Salim Misirci, Pelin Pinar Deniz, Ilknur Basyigit, Ozlem Ozdemir Kumbasar

“…The effect of AF drugs on progression varies, especially among radiological patterns. An individualized approach is required in the diagnosis, follow-up, and treatment of patients with PPF.…”
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Effect of Adding Red Yeast Rice on the Quality and Volatile Flavor of Fermented Radish by Huayu LU, Liuxin LUO, Shengsheng LI, Ruifeng MAO

“…The dynamic change patterns and differences of the microbe counts, pH, total acid, color difference, nitrite, reducing sugar, organic acid, and volatile flavor substances during fermentation were analyzed using fermented radish without the addition of red yeast rice (RYR) as a control in order to examine the impact of RYR on the quality of fermented radish. …”
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Discovery of novel and differentially expressed microRNAs between fetal and adult backfat in cattle. by Jiajie Sun, Yang Zhou, Hanfang Cai, Xianyong Lan, Chuzhao Lei, Xin Zhao, Chunlei Zhang, Hong Chen

“…Recently, a large number of miRNAs and their expression patterns have been identified. However, to date, limited miRNAs have been reported to modulate adipogenesis and lipid deposition in beef cattle. …”
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Sustainable Soil Volatilome: Discrimination of Land Uses Through GC-MS-Identified Volatile Organic Compounds by Emoke Dalma Kovacs, Teodor Rusu, Melinda Haydee Kovacs

“…Principal component analysis revealed distinct clustering patterns, with the first two components explaining 72.8% of the total variance (PC1: 41.7%, PC2: 31.1%). …”
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Multi-index remote sensing for post-fire damage assessment: accuracy, carbon loss, and conservation implications by Chih-Lin Liu, You-Ren Wang, You-Ren Wang, Wan-Yu Liu, Wan-Yu Liu

“…The multi-index methodology reveals varying degrees of burn severity across different forest compartments, enabling precise mapping of ecosystem damage patterns. This framework offers a cost-effective, reproducible approach for both immediate impact evaluation and long-term monitoring of forest recovery, supporting evidence-based management decisions in protected areas globally, though local calibration may be required for optimal performance.…”
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Towards Pay-As-You-Move (PAYM) insurance: The multimodal mobility risk transfer solution by Emer Owens, Barry Sheehan, Martin Mullins, Martin Cunneen, German Castignani, Leandro Masello

“…PAYM insurance utilises travel behaviour data gathered from smartphone telematics to detect mobility patterns and determine the corresponding risk of an accident occurring. …”
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Constraint-Induced Movement Therapy Promotes Contralesional Red Nucleus Plasticity and Increases Bilateral Motor Cortex-to-Red Nucleus Projections After a Large-Area Stroke by Peile Liu, Jian Hu, Beiyao Gao, Yan Hua, Ying Xing, Yulong Bai, Nan Liu

“…For decades, scientists have explored the patterns of neural network remodeling that occur after a stroke. …”
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The Analgesia Nociception Index’s Performance During Remimazolam-Based General Anesthesia: A Prospective Observational Study by Joohyun Lee, Jung-Min Yi, Young Joo

“…Remimazolam, a novel benzodiazepine anesthetic lacking intrinsic analgesic properties, exhibits distinct HRV patterns compared to propofol. Considering these differences, the validity of the ANI during remimazolam anesthesia remains uncertain. …”
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Antimicrobial resistance characterization of Staphylococcus aureus from different animal food origins in Jimma, South Western Ethiopia by Diriba Taddese, Mukarim Abdurahaman, Motuma Debelo, Eshetu Shumi, Gelana Urgessa, Dase Kefyalew, Moa Melaku, Tadele Kebeta, Gazali Abafaji

“…This study aimed to investigate the prevalence and antimicrobial resistance patterns of S. aureus isolated from various animal food sources in the Jimma zone of Ethiopia. …”
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Improperly diagnosed odontogenic myxoma in a 23-year-old female: A radiographic analysis by Gabriel Maria Ferdilia Sugianto, Aga Satria Nurrachman, Eha Renwi Astuti

“…Regular examination can detect abnormalities early on, but not all practitioners are aware that these lesions exist. …”
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Magnetic Resonance Imaging findings in pediatric patients with Epilepsy: a single-center experience from Pakistan by Rehana Shaikh, Saba Sohail, Sabiha Zaheer

“…Generalized seizures were predominant (n=103; 59.5%), followed by focal seizures (n=57; 33%), and unknown seizure patterns (n=13; 7.5%). MRI findings were unremarkable in 68 (39.3%) cases, predominantly in both generalized (35.84%) and focal (2.31%) epilepsy cases. …”
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Placement Strategies for Water Quality Sensors Using Complex Network Theory for Continuous and Intermittent Water Distribution Systems by Amrita Namtirtha, K. R. Sheetal Kumar, Sejal Jain, Yogesh Simmhan, M. S. Mohan Kumar

“…Abstract Water quality sensors are used to detect contamination in water distribution systems (WDSs) to help supply safe and quality drinking water to society. …”
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Toward accurate and scalable rainfall estimation using surveillance camera data and a hybrid deep-learning framework by Fiallos-Salguero Manuel, Soon-Thiam Khu, Jingyu Guan, Mingna Wang

“…We evaluate the framework using video data from two locations with distinct rainfall patterns and environmental conditions. The DSC–GRU model achieves high predictive performance, with coefficient of determination (R2) values ranging from 0.89 to 0.93 when validated against rain gauge measurements. …”
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A transferable machine learning model for real-time forecast of epidemic dynamics and pre-trigger event warning by Enpei Chen, Xiong Yu

“…Nevertheless, quantitative prediction of future clinical case is challenging as uncertainties of dynamic shedding and disease transmission patterns can lead to complex correlation between wastewater viral concentration and clinical cases. …”
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