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05/12/2023
Design, Development, and Evaluation of an Interactive Personalized Social Robot to Monitor and Coach Post-Stroke Rehabilitation Exercises
Socially assistive robots are increasingly being explored to improve the...
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03/18/2023
ExplainFix: Explainable Spatially Fixed Deep Networks
Is there an initialization for deep networks that requires no learning? ...
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10/05/2022
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
Advances in data-driven deep learning for chest X-ray image analysis und...
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06/15/2021
Enabling AI and Robotic Coaches for Physical Rehabilitation Therapy: Iterative Design and Evaluation with Therapists and Post-Stroke Survivors
Artificial intelligence (AI) and robotic coaches promise the improved en...
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07/28/2020
Enhancement of Retinal Fundus Images via Pixel Color Amplification
We propose a pixel color amplification theory and family of enhancement ...
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07/27/2020
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning
Diabetic Retinopathy (DR) is a leading cause of blindness in working age...
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07/27/2020
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images
Diabetic Retinopathy is the leading cause of blindness in the working-ag...
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07/13/2020
Designing Personalized Interaction of a Socially Assistive Robot for Stroke Rehabilitation Therapy
The research of a socially assistive robot has a potential to augment an...
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02/27/2020
Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment
Rehabilitation assessment is critical to determine an adequate intervent...
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08/28/2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis
Active Learning methods create an optimized and labeled training set fro...
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07/21/2019
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures
Action detection and recognition tasks have been the target of much focu...
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03/26/2019
Weighted Multisource Tradaboost
In this paper we propose an improved method for transfer learning that t...
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09/25/2018