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Article
Open AccessAuto-segmentation of Adult-Type Diffuse Gliomas: Comparison of Transfer Learning-Based Convolutional Neural Network Model vs. Radiologists
Segmentation of glioma is crucial for quantitative brain tumor assessment, to guide therapeutic research and clinical management, but very time-consuming. Fully automated tools for the segmentation of multi-se...
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Article
Open AccessCumulative effect of simvastatin, l-arginine, and tetrahydrobiopterin on cerebral blood flow and cognitive function in Alzheimer’s disease
Vascular disease is a known risk factor for Alzheimer’s disease (AD). Endothelial dysfunction has been linked to reduced cerebral blood flow. Endothelial nitric oxide synthase pathway (eNOS) upregulation is kn...
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Chapter and Conference Paper
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Periodic assessment is necessary to evaluate the healing prog-ress of chronic wounds. Image analyses using computer vision algorithms have recently emerged as a viable alternative that has been demonstrated by...
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Chapter and Conference Paper
Design of a Machine Learning System for Prediction of Chronic Wound Management Decisions
Chronic wounds affect 6.5 million Americans, are complex conditions to manage and cost $28–$32 billion annually. Although digital solutions exist for non-expert clinicians to accurately segment tissues, analyz...
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Chapter and Conference Paper
3D Previsualization Using a Computational Photography Camera
During movie production, movie directors use previsualization tools to convey the movie visuals as they see them in their minds eye. Traditional methods of previsualization include hand-drawn sketches, storybo...
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Chapter and Conference Paper
Automatic Multi-light White Balance Using Illumination Gradients and Color Space Projection
White balance algorithms try to remove color casts in images caused by non-white scene illuminants, transforming the images to appear as if they were taken under a canonical light source. We propose a new whit...
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Chapter and Conference Paper
A Quick 3D-to-2D Points Matching Based on the Perspective Projection
This paper describes a quick 3D-to-2D point matching algorithm. Our major contribution is to substitute a new O(2n) algorithm for the traditional N! method by introducing a convex hull based enumerator. Projectin...
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Chapter and Conference Paper
Adaptive CPU Scheduling to Conserve Energy in Real-Time Mobile Graphics Applications
Graphics rendering on mobile devices is severely restricted by available battery energy. The frame rate of real-time graphics applications fluctuates due to continual changes in the LoD, visibility and distanc...
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Chapter and Conference Paper
Physically-Based Real-Time Diffraction Using Spherical Harmonics
Diffraction, interference, dispersive refraction and scattering are four wavelength-dependent mechanisms that produce iridescent colors. Wavelength-dependent functions need to be sampled at discrete wavelength...
