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Wan-Ting Hsieh

3 accepted papers

2020

Conditional Domain Adversarial Transfer for Robust Cross-Site ADHD Classification Using Functional MRI

ICASSP 2020accepted

There is a growing number of large scale cross-site database collection of resting-state functional magnetic resonance imaging (rs-fMRI) for studying neurobehavioral diseases, such as ADHD. Although a large amount of data benefits machine learning-based classification methods, the idiosyncratic vari…

Cited by 0SourceScholar
2019

An Event-contrastive Connectome Network for Automatic Assessment of Individual Face Processing and Memory Ability

ICASSP 2019accepted

Human adapt their behaviors by continuously monitoring one another to function socially in our society. The ability to process face identity from memory is a crucial basic capability. In this work, we propose an event-contrastive connectome network (E-cCN) in representing brain's functional connecti…

Cited by 0SourceScholar
2018

Integrating Perceivers Neural-Perceptual Responses Using a Deep Voting Fusion Network for Automatic Vocal Emotion Decoding

ICASSP 2018accepted

Understanding neuro-perceptual mechanism of vocal emotion perception continues to be an important research direction not only in advancing scientific knowledge but also in inspiring more robust affective computing technologies. The large variabilities in the manifested fMRI signals among subjects ha…

Cited by 0SourceScholar