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Paul Wilson
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University of Southampton

TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision


Mar 03, 2023
Mahdi Gilany, Paul Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi

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Can REF output quality scores be assigned by AI? Experimental evidence


Dec 11, 2022
Mike Thelwall, Kayvan Kousha, Mahshid Abdoli, Emma Stuart, Meiko Makita, Paul Wilson, Jonathan Levitt

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Predicting article quality scores with machine learning: The UK Research Excellence Framework


Dec 11, 2022
Mike Thelwall, Kayvan Kousha, Mahshid Abdoli, Emma Stuart, Meiko Makita, Paul Wilson, Jonathan Levitt, Petr Knoth, Matteo Cancellieri

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Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound


Jul 21, 2022
Mahdi Gilany, Paul Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi

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Categories of Differentiable Polynomial Circuits for Machine Learning


Mar 12, 2022
Paul Wilson, Fabio Zanasi

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Category Theory in Machine Learning


Jun 13, 2021
Dan Shiebler, Bruno Gavranović, Paul Wilson

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Categorical Foundations of Gradient-Based Learning


Mar 02, 2021
G. S. H. Cruttwell, Bruno Gavranović, Neil Ghani, Paul Wilson, Fabio Zanasi

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* 14 pages 
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Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits


Jan 26, 2021
Paul Wilson, Fabio Zanasi

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* EPTCS 333, 2021, pp. 247-260 
 * In Proceedings ACT 2020, arXiv:2101.07888 
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