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XPolypNet: A U-Net-Based Model for Semantic Segmentation of Gastrointestinal Polyps With Explainable AI
Published 2025-01-01“…To address the challenges of varying polyp sizes, indistinct boundaries, and complex textures, the model used a combined loss function (Binary Cross-Entropy and Dice Loss). …”
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Lux: A Generative, Multioutput, Latent-variable Model for Astronomical Data with Noisy Labels
Published 2025-01-01“…Its ability to handle uncertainties while maintaining high precision makes it particularly valuable for stellar survey label inference and cross-survey analysis, and the flexible model structure allows for easy extension to other data types.…”
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Analysis of prenatal diagnosis and pregnancy outcomes for rare autosomal trisomies detected by non-invasive prenatal testing in 33,079 cases
Published 2025-02-01“…Abstract Background Non-invasive prenatal testing is widely used for screening common fetal aneuploidy disorders such as trisomy 21, trisomy 18, and trisomy 13. However, its ability to detect rare autosomal trisomies has introduced a new layer of complexity and clinical uncertainty. …”
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The Analysis and the Optimizat ion of an Auto nomous Mobile Plat form Equipped with a Manipulator Arm for Sample Retrieval in Rough Terrain
Published 2025-06-01“…The current study delves into a detailed analysis and optimization of an autonomous mobile platform, meticulously designed to navigate, and operate within the complexities of rough and challenging terrains. …”
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Chinese herbal medicine for the treatment of children with cerebral palsy: a meta-analysis of randomized controlled trials with core herbs exploration
Published 2025-02-01“…Additionally, the general complexities of CHM prescriptions often obscure the underlying mechanisms. …”
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Financial geography – in search of a spatial dimension in finance
Published 2025-06-01“…In the face of the growing complexity of financial markets, financial geography is gaining importance as a growing scientific sub-discipline that offers new perspectives in analysing spatial and financial processes. …”
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Unfolding insights about resilience and its coping strategies by medical academics and healthcare professionals at their workplaces: a thematic qualitative analysis
Published 2025-02-01“…Through an inductive thematic analysis, three overarching themes with sub-themes emerged; cognitive mastery (cognitive appraisal and problem-solving abilities), affective well-being (gratification from professional efficacy and social support), and conative efficiency (proactive approaches and introspection and reflection). …”
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Multiple color images security by SPN over the residue classes of Gaussian integer $$\:Z{\left[i\right]}_{h}$$
Published 2025-02-01“…This ability to consider it as an effective tool in the sphere of secure multimedia communication.…”
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DermViT: Diagnosis-Guided Vision Transformer for Robust and Efficient Skin Lesion Classification
Published 2025-04-01“…Our visualization results further validate DermViT’s ability to locate lesions under interference conditions. …”
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Typhoon-Induced High PM10 Concentration Events in South Korea: A Comprehensive Analysis of Pre-, During, and Post-Typhoon Periods
Published 2025-04-01“…This study challenges the commonly held belief that typhoons universally improve air quality by dispersing pollutants, offering new insights into their complex effects on PM10 concentrations. Through a comprehensive analysis of long-term data (2001–2021) from seven major South Korean cities, we demonstrate that typhoons can lead to significant increases in PM10 concentrations, particularly before and after their passage, under specific meteorological conditions. …”
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In silico study of properties in the series of 1-alkyl-4-(((5-nitrofuran-2-yl)methylene)amino)- 1,2,4-triazole halides
Published 2024-02-01“…Results indicate the highest affinity for lanosterol 14α-demethylase. However, the analysis of ligand complexes with cyclooxygenase-2 and anaplastic lymphoma kinase suggests a low probability of a significant effect on these enzymes. …”
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