Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis

Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson. Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. In Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou 0001, Shadi Albarqouni, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland. Volume 172 of Proceedings of Machine Learning Research, pages 282-303, PMLR, 2022. [doi]

Authors

Simon Dahan

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Abdulah Fawaz

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Logan Z. J. Williams

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Chunhui Yang

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Timothy S. Coalson

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Matthew F. Glasser

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A. David Edwards

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Daniel Rueckert

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Emma C. Robinson

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