ESSegNeXt: A Novel Building Extraction Framework Based on Generalized SamGeo and SegNeXt Models Using High-Resolution Remote Sensing Images by Qi Lu, Wensong Liu, Lianpeng Zhang, Erzhu Li, Junlong Qiu, Lei Wang

“…Additionally, an edge-preserving loss function was introduced to enhance the boundary detection capability of the SegNeXt model using edge features extracted by SamGeo during cyclic validation. …”
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Treatment outcomes and associated factors of stroke in Ethiopia: a systematic review and meta-analysis by Addisu Getie, Shirin Jahan Mumu, Amit Arora

“…Subgroup analysis, meta-regression, and sensitivity analysis were computed to investigate the source of heterogeneity. A log odds ratio was employed to ascertain the association between poor (stroke patients who died or were discharged with significant functional and structural dysfunction) stroke treatment outcomes and associated factors. …”
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Improving older people’s experiences and safety at transitions of care: the PACT mixed-methods study including RCT by Jenni Murray, Ruth Baxter, Jane O’Hara, Laura Sheard, Catherine Hewitt, Natasha Hardicre, Charles Vincent, Eirini Oikonomou, Gerry Richardson, Rosie Shannon, Kalpita Baird, Stephen Brealey, Robbie Foy, Laura Mandefield, Sarah Hampton, Ed Breckin, Lubena Mirza, Alfredo Palacios, Sally Moore, Jayne Marran, Jacqui Elliot, Jane Schofield, Alison Cracknell, Beth Woods, Sarah Cockayne, Thomas Mills, Yvonne Birks, Olivia Joseph, Rebecca Lawton

“…Secondary outcomes included: unplanned 60- and 90-day hospital re-admissions; quality of transition; health-related quality of life (EuroQol-5 Dimensions, five-level version); and self-reported healthcare resource use. Data sources National Health Service Secondary Use Services data and Hospital Episodes data for work package 2 and routinely recorded National Health Service acute trust hospital data on re-admissions for work packages 5 and 6. …”
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Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications by Amal K. Alkhalifa, Mohammed Aljebreen, Rakan Alanazi, Nazir Ahmad, Sultan Alahmari, Othman Alrusaini, Ali Alqazzaz, Hassan Alkhiri

“…Abstract Denial of Wallet (DoW) attacks are one kind of cyberattack whose goal is to develop and expand the financial sources of a group by causing extreme costs in their serverless computing or cloud environments. …”
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Association of Trace Elements with Polycystic Ovary Syndrome in Women—A Case-Control Study by Tinkara Srnovršnik, Bojana Pinter, Milena Horvat, Janja Snoj Tratnik, Ingrid Falnoga, Darja Mazej, Ivan Verdenik, Irma Virant-Klun

“…<b>Results:</b> In women with PCOS, lower Mo levels in whole blood (<i>p</i> = 0.024) and serum (<i>p</i> = 0.011) and higher serum Cu levels (<i>p</i> = 0.026) were detected when compared to healthy controls. Results of this study show that amendments in Cu and Mo levels might be related to altered kidney and liver function and disrupted hormonal balance in PCOS women. …”
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AN INFLUENCE OF SPONTANEOUS MICROFLORA OF FERMENTED HORSEMEAT PRODUCTS ON THE FORMATION OF BIOLOGICALLY ACTIVE PEPTIDES by I. M. Chernukha, I. N. Nikonov, N. G. Mashentseva, D. L. Klabukova, D. A. Afanasev, L. I. Kovalyov, L. А. Ilina

“…Therefore, in the studied product, good preservation of the main spectra of muscle proteins was observed, and the identified fractions, apparently, can be sources of new functional peptides. Not only quantitative but also qualitative changes were observed in the studied samples. …”
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Potential physiological mechanisms behind variation in rainbow trout (Oncorhynchus mykiss) to biosynthesize EPA and DHA when reared on plant oil replacement feeds by Ken Overturf, Jason Abernathy, Dietmar Kültz, Jacob Bledsoe, Shawn Narum, Thomas Welker

“…The omega-3 fatty acids, docosahexaenoic acid (DHA; 22:6n-3) and eicosapentaenoic acid (EPA; 20:5n-3), are of primary concern as they provide significant health benefits such as reducing inflammation and improving heart and health function. However, the DHA; 22:6n-3 and EPA; 20:5n-3 available for aquaculture feeds is primarily provided by fish oil which is already limited in availability and expensive, and dietary lipids are consistently being replaced with oil sourced from plants. …”
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Boosting Aeroponic System Development with Plasma and High-Efficiency Tools: AI and IoT—A Review by Waqar Ahmed Qureshi, Jianmin Gao, Osama Elsherbiny, Abdallah Harold Mosha, Mazhar Hussain Tunio, Junaid Ahmed Qureshi

“…Sustainable agriculture faces major issues with resource efficiency, nutrient distribution, and plant health. …”
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Seropositivity of Brucella spp. and Leptospira spp. antibodies among abattoir workers and meat vendors in the city of Mwanza, Tanzania: A call for one health approach control strat... by Mariam M Mirambo, Georgies F Mgode, Zakaria O Malima, Matata John, Elifuraha B Mngumi, Ginethon G Mhamphi, Stephen E Mshana

“…<h4>Introduction</h4>Brucellosis and leptospirosis are among neglected tropical zoonotic diseases particularly in the resource limited countries. Despite being endemic in these countries, there is paucity of information on its magnitude. …”
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PhotoNeuro: A compact photodetector for synchronization of visual stimulus presentation during behavioural experiments in neuroscience by Xavier Cano-Ferrer, Marcelo J. Moglie, George Konstantinou, Antonin Blot, Gaia Bianchini, Albane Imbert, Petr Znamenskiy, M. Florencia Iacaruso

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Ecological connectivity of genomic markers of antimicrobial resistance in Escherichia coli in Hong Kong by Xiaoqing Xu, Yunqi Lin, Yu Deng, Lei Liu, Dou Wang, Qinling Tang, Chunxiao Wang, Xi Chen, You Che, Ethan R. Wyrsch, Veronica M. Jarocki, Steven P. Djordjevic, Tong Zhang

“…Additionally, 195 plasmids were shared across all three source-attributed sectors. Conjugation assays confirmed that several plasmids were functionally transmissible across ecological boundaries. …”
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Iodine deficiency as an environmental risk factor for thyroid gland diseases in animals by І. P. Ligomina, I. M. Sokulskyi, V. M. Sokolyuk, B. V. Gutyj, L. M. Soloviova

“…It was observed that goiter was established in only three cows out of 90 (3.35%); all were in Narodytsky district (6.7 %). Enophthalmos was detected in 24 out of 90 dairy cows (26.7 %), including 16 out of 45 cows (35.4 %) in the Narodytsky District, while this symptom was not detected in the Popilnya District dairy cows. …”
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Rossby Number Regime, Convection Suppression, and Dynamo-generated Magnetism in Inflated Hot Jupiters by Albert Elias-López, Matteo Cantiello, Daniele Viganò, Fabio Del Sordo, Simranpreet Kaur, Clàudia Soriano-Guerrero

“…Specifically, we obtain the Rossby number Ro as a function of planetary depth and orbital period, after showing that tidal synchronization is likely valid for all HJs. …”
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Hypoglycemic, Antioxidant Activities, and Probiotic Characteristics of <i>Lacticaseibacillus rhamnosus</i> LBUX2302 Isolated from Stool Samples of Neonates by Pedro A. Reyes-Castillo, Ana Laura Esquivel-Campos, Edgar Torres-Maravilla, Eduardo Zúñiga-León, Felipe Mendoza-Pérez, Rosa González-Vázquez, María Guadalupe Córdova-Espinoza, María Angélica Gutiérrez-Nava, Raquel González-Vázquez, Lino Mayorga-Reyes

“…Finally, the presence of ferulic acid activity was detected. The results highlight <i>L. rhamnosus</i> LBUX2302 as a promising probiotic with hypoglycemic and antioxidant effects, warranting further in vivo evaluation for its possible inclusion in functional food and health formulations.…”
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Celastrol-loaded ginsenoside Rg3 liposomes boost immunotherapy by remodeling obesity-related immunosuppressive tumor microenvironment in melanoma by Hongyan Zhang, Jingyi Huang, Yujie Li, Wanyu Jin, Jiale Wei, Ninghui Ma, Limei Shen, Mancang Gu, Chaofeng Mu, Donghang Xu, Yang Xiong

“…Obesity usually exacerbates the immunosuppressive tumor microenvironment (ITME), hindering CD8+ T cell infiltration and function, which further represents a significant barrier to the efficacy of immunotherapy. …”
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Effect of Perfluorane on Electric Pulse-Modified Red Blood Cell Membranes by V. V. Moroz, Ye. K. Kozlova, M. S. Bogushevich, P. Yu. Alekseyeva, A. M. Chernysh

“…The induced calibrated electroporation of the membranes permitted the detection of the masked effects of perfluorane on blood cells. …”
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Quantification of glucagon and oxyntomodulin by protein precipitation-immunoaffinity enrichment-LC-MS/MS by Jessica O. Becker, Sara K. Shijo, Huu-Hien Huynh, Katrina L. Forrest, Michael J. MacCoss, Michelle A. Emrick, Elisha Goonatilleke, Andrew N. Hoofnagle

“…A glucagon calibration material was sourced commercially and characterized for purity and concentration by high-performance liquid chromatography-ultraviolet detection and amino acid analysis. …”
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Digital Twin-Based Technical Research on Comprehensive Gear Fault Diagnosis and Structural Performance Evaluation by Qiang Zhang, Zhe Wu, Boshuo An, Ruitian Sun, Yanping Cui

“…However, the current gear operation is still faced with problems such as poor monitoring, a single detection index, and low data utilization, which lead to incomplete evaluation results. …”
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Unveiling smart contract vulnerabilities: Toward profiling smart contract vulnerabilities using enhanced genetic algorithm and generating benchmark dataset by Sepideh HajiHosseinKhani, Arash Habibi Lashkari, Ali Mizani Oskui

“…This dataset consists of 111,897 Solidity source code samples, ensuring the practical validation of the proposed approach. …”
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Impulse Shaping Method Based on Bayesian Deconvolution by JIA Tonghui, LIU Yi, WANG Ming, MA Yingjie, WANG Bo

“…The initial step of this method entailed expressing the measured pulse signal as the convolution of the current impulse pulse signal and the detection system response function. Then, the measured signal was expressed in the continuous time domain and decomposed into the form of an impulse signal and a double exponential kernel convolution by derivation. …”
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