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Topic: motion artifacts

Seminar
1 seminar

In Artificial Intelligence and Brain Imaging

Seminar · Medical Imaging

A machine learning way to analyse white matter tractography streamlines / Application of artificial intelligence in correcting motion artifacts and reducing scan time in MRI

Dr Shenjun Zhong and Dr Kamlesh Pawar · Monash Biomedical Imaging

Thu, Mar 11, 2021 · 22:30 UTC

1. Embedding is all you need: A machine learning way to analyse white matter tractography streamlines - Dr Shenjun Zhong, Monash Biomedical Imaging Embedding white matter streamlines with various lengths into fixed-length latent vectors enables users to analyse them with general data mining techniques. However, finding a good embedding schema is still a challenging task as the existing methods based on spatial coordinates rely on manually engineered features, and/or labelled dataset. In this webinar, Dr Shenjun Zhong will discuss his novel deep learning model that identifies latent space and s