Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites

Florian Dubost
Florian Dubost
Max Dünnwald
Max Dünnwald
Denver Huff
Denver Huff
Vincent Scheumann
Vincent Scheumann
Frank Schreiber
Frank Schreiber
Martin Skalej
Martin Skalej
Stefanie Schreiber
Stefanie Schreiber
Steffen Oeltze-Jafra
Steffen Oeltze-Jafra

OR/MLCN@MICCAI, pp. 103-111, 2019.

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Keywords:
Perivascular SpacesDeep learningclinical MRI

Abstract:

Enlarged perivascular spaces (PVS) are structural brain changes visible in MRI, and are a marker of cerebral small vessel disease. Most studies use time-consuming and subjective visual scoring to assess these structures. Recently, automated methods to quantify enlarged perivascular spaces have been proposed. Most of these methods have bee...More

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