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Article
Open AccessDevelopment of CNN models for the enteral feeding tube positioning assessment on a small scale data set
Enteral nutrition through feeding tubes serves as the primary method of nutritional supplementation for patients unable to feed themselves. Plain radiographs are routinely used to confirm the position of the N...
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Article
Open Accessβ-amyloid and tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late decline
Clinical trials focusing on therapeutic candidates that modify β-amyloid (Aβ) have repeatedly failed to treat Alzheimer’s disease (AD), suggesting that Aβ may not be the optimal target for treating AD. The eva...
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Chapter and Conference Paper
Dynamic Image for 3D MRI Image Alzheimer’s Disease Classification
We propose to apply a 2D CNN architecture to 3D MRI image Alzheimer’s disease classification. Training a 3D convolutional neural network (CNN) is time-consuming and computationally expensive. We make use of ap...
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Chapter and Conference Paper
Learning to Look around Objects for Top-View Representations of Outdoor Scenes
Given a single RGB image of a complex outdoor road scene in the perspective view, we address the novel problem of estimating an occlusion-reasoned semantic scene layout in the top-view. This challenging proble...
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Article
Open AccessLarge-scale geo-facial image analysis
While face analysis from images is a well-studied area, little work has explored the dependence of facial appearance on the geographic location from which the image was captured. To fill this gap, we construct...
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Chapter
Using Visual Analytics to Inform Rheumatoid Arthritis Patient Choices
Individuals diagnosed with chronic diseases often face difficult, potentially life-altering, treatment decisions. Without sufficient knowledge, it can be difficult for a patient to make an informed decision. A...
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Chapter and Conference Paper
A Pot of Gold: Rainbows as a Calibration Cue
Rainbows are a natural cue for calibrating outdoor imagery. While ephemeral, they provide unique calibration cues because they are centered exactly opposite the sun and have an outer radius of 42 degrees. In t...
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Chapter and Conference Paper
Pie Charts for Visualizing Query Term Frequency in Search Results
Search engine queries are normally brief but often return unmanageably long results, with which users struggle to determine document quality and relevance. In recent years, many studies have enhanced search re...
