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Non-target feature filtering for weakly supervised semantic segmentation
Published 2024-12-01“…CDCC effectively addresses the issue of unsuitability in the clustering group relationships of the original features under specified class conditions. …”
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An endoscopic ultrasound-based interpretable deep learning model and nomogram for distinguishing pancreatic neuroendocrine tumors from pancreatic cancer
Published 2025-01-01“…The optimal DL model was identified and used to establish a clinical signature, which subsequently informed the construction and evaluation of a nomogram. Gradient-weighted Class Activation Mapping (Grad-CAM) and Shapley Additive Explanations (SHAP) were implemented to interpret and visualize the model outputs. …”
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Periods for holomorphic maps via Lefschetz numbers
Published 2005-01-01“…We characterise the set of fixed points of a class of holomorphic maps on complex manifolds with a prescribed homology. …”
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Lie and Riccati Linearization of a Class of Liénard Type Equations
Published 2012-01-01“…Since the class of equations also admits an eight-parameter Lie group of point transformations, we utilize the Lie-Tresse linearization theorem to obtain linearizing point transformations as well. …”
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Applying the Dempster–Shafer Fusion Theory to Combine Independent Land-Use Maps: A Case Study on the Mapping of Oil Palm Plantations in Sumatra, Indonesia
Published 2025-01-01“…We assessed the potential of the Dempster–Shafer Theory (DST) to enhance oil palm mapping in Sumatra (Indonesia) by combining four land-cover maps, hereafter named DESCALS, IIASA, XU, and MAPBIOMAS, according to the first author’s name or the research group that published it. …”
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Extended Perturbed Mixed Variational-Like Inequalities for Fuzzy Mappings
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Graphing, homotopy groups of spheres, and spaces of long links and knots
Published 2025-01-01“…With multiple components, they admit split injections from homotopy groups of spheres. We show that, up to knotting, these account for all the homotopy groups in a range which depends on the dimensions of the source manifolds and target manifold and which roughly generalizes the triple-point-free range for isotopy classes. …”
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Wetland vegetation mapping improved by phenological leveraging of multitemporal nanosatellite images
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Mapping naturally presented T cell antigens in medulloblastoma based on integrative multi-omics
Published 2025-02-01“…Medulloblastoma is shown to be a rich source of tumor-associated antigens, naturally presented on HLA class I and II molecules. Remarkably, most tumor-associated peptides and proteins are subgroup-specific, whereas shared presentation among all subgroups of medulloblastoma (WNT, SHH, Group 3 and Group 4) is rare. …”
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Soil erosion susceptibility maps and raster dataset for the hydrological basins of North Africa
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Determining Physical Characteristics of Watersheds in Artvin Province Using SRTM and Topographic Map Data
Published 2016-09-01“…Moreover, in grouping of slope classification, as 89.29% of the province was found to be within the very-steep slope class based on the topographic maps, a very similar result of 87.13% was revealed using SRTM data.…”
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Informed choices for some, but not for others: An exploration of Australian midlife women’s participation in mammography screening by social class
Published 2025-01-01“…Methods: We interviewed 36 Australian midlife women from differing social class groups who were ‘screeners’ or ‘non-screeners’. …”
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A New Multiface Target Detection Algorithm for Students in Class Based on Bayesian Optimized YOLOv3 Model
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Making the most of existing research: an evidence gap map of the effects of food systems interventions in low-income and middle-income countries
Published 2022-06-01“…Systematic reviews were critically appraised.Results The map includes 1838 impact evaluations and 178 systematic reviews. …”
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Preparation of flood susceptibility map and its occurrence probability using Shannon entropy model (case study of Firoozabad river basin)
Published 2024-12-01“…In this research, Shannon entropy model was used to prepare a flood sensitivity map. First, 34 flood watersheds were selected from Firoozabad basin, and then these 34 points were classified into two groups. …”
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Effects of empathy mapping and mini-simulation on second-year nursing students’ empathy and communication self-confidence: a quasi-experimental study
Published 2025-01-01“…The experimental group received instruction using empathic communication digital materials and engaged in empathy mapping exercises, while the control group underwent conventional scenario-based teaching. …”
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