A convolutional approach to vertebrae detection and labelling in whole spine MRI

We propose a novel convolutional method for the detection and identification of vertebrae in whole spine MRIs. This involves using a learnt vector field to group detected vertebrae corners together into individual vertebral bodies and convolutional image-to-image translation followed by beam search...

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Hlavní autoři: Windsor, R, Jamaludin, A, Kadir, T, Zisserman, A
Médium: Conference item
Jazyk:English
Vydáno: Springer 2020