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SwinClustering: a new paradigm for landscape character assessment through visual segmentation
Published 2025-02-01“…This approach employs a visual segmentation method to achieve multi-scale clustering, utilizing nine key attributes of landscape elements: altitude, aspect, geology, landcover, landform, relief, slope, soil, and vegetation. …”
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Exploring the role of artificial intelligence in chemotherapy development, cancer diagnosis, and treatment: present achievements and future outlook
Published 2025-02-01“…The Prediction Model Risk of Bias Assessment tool was utilized to assess the risk of bias in the selected studies.ConclusionThis review underscores the substantial impact of AI, including ML and DL, on cancer diagnosis, chemotherapy innovation, and treatment response for both solid and hematological tumors. …”
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Large increase in extreme fire weather synchronicity over Europe
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Trends of needle stick injuries among health care workers in a tertiary care center in South India
Published 2025-01-01“…Objectives: Occupation blood exposures can happen in any health care facility. This usually happens due to needle or sharp injuries. …”
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Gene regulatory patterning codes in early cell fate specification of the C. elegans embryo
Published 2024-01-01“…Previous single-cell RNA-Seq studies in C. elegans have analyzed cells from a mixed suspension of cells from many embryos to study late differentiation stages, or individual early stage embryos to study early gene expression in the embryo. …”
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A luta por uma Educação do Campo e não para o campo: protagonismos e desafios dos movimentos sociais
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A reliable and privacy-preserved federated learning framework for real-time smoking prediction in healthcare
Published 2025-01-01“…This research introduces a federated learning-based framework designed to address gaps in existing smoking prediction models, which often compromise privacy and lack data generalizability. By utilizing a distributed approach, the framework ensures secure, privacy-preserved model training on decentralized devices, enabling the capture of diverse smoking behavior patterns. …”
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Developing a translational research framework for MDD: combining biomolecular mechanisms with a spiraling risk factor model
Published 2025-01-01“…Future interdisciplinary research can utilize the integrated biopsychosocial insights from this manuscript to develop more effective lifestyle-focused multimodal treatment interventions, enhance diagnosis, and stimulate early-stage prevention of MDD.Systematic Review Registrationhttps://www.crd.york.ac.uk/PROSPERO/, identifier CRD42020215412.…”
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Comparative study of thermohydraulic performance in mini-channel heat sink systems: Multi-objective optimization and exergy considerations
Published 2025-02-01“…The optimal inlet velocity (Uin = 0.21 m/s) is determined on the basis of the pumping power and thermal resistance profiles. …”
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Association Of Functional Dyspepsia With Depression; Gut-Brain Axis And Mental Health
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Recognition of Staphylococcus aureus by the pattern recognition molecules langerin, mannan-binding lectin, and surfactant protein D: the influence of capsular polysaccharides and w...
Published 2025-01-01“…However, the bacterium may produce CP that effectively shields S. aureus from recognition by all three CTLs. Experiments utilizing mutant S. aureus strains confirmed that WTA is a ligand for MBL, but that langerin likely interacts with an additional unknown ligand. …”
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PM2.5 in Sri Lanka: Trend Analysis, Low-cost Sensor Correlations and Spatial Distribution
Published 2022-03-01“…Abstract The South Asian island nation of Sri Lanka did not have any permanent PM2.5 monitors sharing data publicly in near-real-time until the U.S. …”
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