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02/01/2023
Development of deep biological ages aware of morbidity and mortality based on unsupervised and semi-supervised deep learning approaches
Background: While deep learning technology, which has the capability of ...
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07/20/2022
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge
Despite the abundance of Electronic Healthcare Records (EHR), its hetero...
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01/18/2021
Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks
Convolutional neural networks (CNNs) are widely used to recognize the us...
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05/28/2019
Brain Signal Classification via Learning Connectivity Structure
Connectivity between different brain regions is one of the most importan...
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09/13/2018
Perceptual Experience Analysis for Tone-mapped HDR Videos based on EEG and Peripheral Physiological Signals
High dynamic range (HDR) imaging has been attracting much attention as a...
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09/12/2018
Implicit Analysis of Perceptual Multimedia Experience Based on Physiological Response: A Review
The exponential growth of popularity of multimedia has led to needs for ...
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09/12/2018
EEG-based video identification using graph signal modeling and graph convolutional neural network
This paper proposes a novel graph signal-based deep learning method for ...
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09/12/2018
Convolutional Neural Network Approach for EEG-based Emotion Recognition using Brain Connectivity and its Spatial Information
Emotion recognition based on electroencephalography (EEG) has received a...
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09/11/2018