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Chapter and Conference Paper
Dyslexia Data Consortium Repository: A Data Sharing and Delivery Platform for Research
Specific learning disability of reading, or dyslexia, affects 5–17% of the population in the United States. Research on the neurobiology of dyslexia has included studies with relatively small sample sizes acro...
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Chapter and Conference Paper
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images
Diffusion-weighted (DW) magnetic resonance imaging is essential for the diagnosis and treatment of ischemic stroke. DW images (DWIs) are usually acquired in multi-slice settings where lesion areas in two conse...
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Chapter and Conference Paper
Toward Rapid Stroke Diagnosis with Multimodal Deep Learning
Stroke is a challenging disease to diagnose in an emergency room (ER) setting. While an MRI scan is very useful in detecting ischemic stroke, it is usually not available due to space constraint and high cost i...
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Article
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild
Humans are arguably innately prepared to comprehend others’ emotional expressions from subtle body movements. If robots or computers can be empowered with this capability, a number of robotic applications beco...
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Chapter and Conference Paper
PlacentaNet: Automatic Morphological Characterization of Placenta Photos with Deep Learning
Analysis of the placenta is extremely useful for evaluating health risks of the mother and baby after delivery. In this paper, we tackle the problem of automatic morphological characterization of placentas, in...
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Chapter and Conference Paper
Identifying Emotions Aroused from Paintings
Understanding the emotional appeal of paintings is a significant research problem related to affective image classification. The problem is challenging in part due to the scarceness of manually-classified pain...
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Chapter and Conference Paper
Evolving Mashup Interfaces Using a Distributed Machine Learning and Model Transformation Methodology
Nowadays users access information services at any time and in any place. Providing an intelligent user interface which adapts dynamically to the users’ requirements is essential in information systems. Convent...
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Article
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers
In this paper we describe a comprehensive system to enhance the aesthetic quality of the photographs captured by the mobile consumers. The system, named OSCAR, has been designed to provide on-site composition ...
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Chapter and Conference Paper
Studying Aesthetics in Photographic Images Using a Computational Approach
Aesthetics, in the world of art and photography, refers to the principles of the nature and appreciation of beauty. Judging beauty and other aesthetic qualities of photographs is a highly subjective task. Henc...
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Book