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Shuo Zhou

University of Sheffield

14

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33

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Direct ICA on data tensor via random matrix modeling

2022 Signal Processing
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PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python.

2021 arXiv: Learning
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Improving multi-site autism classification based on site-dependence minimisation and second-order functional connectivity

2020 bioRxiv
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Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge

2020
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A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis

2020 European Journal of Echocardiography
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Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments

2020 | AAAI Conference on Artificial Intelligence
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543A machine-learning CMR approach to extract disease features and automate pulmonary arterial hypertension diagnosis

2019 European Journal of Echocardiography
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Domain Independent SVM for Transfer Learning in Brain Decoding.

2019 arXiv: Learning
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Improving Whole-Brain Neural Decoding of fMRI with Domain Adaptation

2019 bioRxiv
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