Self-supervised multi-modal alignment for whole body medical imaging

This paper explores the use of self-supervised deep learning in medical imaging in cases where two scan modalities are available for the same subject. Specifically, we use a large publicly-available dataset of over 20,000 subjects from the UK Biobank with both whole body Dixon technique magnetic res...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Windsor, R, Jamaludin, A, Kadir, T, Zisserman, A
Бусад зохиолчид: de Bruijne, M
Формат: Conference item
Хэл сонгох:English
Хэвлэсэн: Springer 2021