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An open presurgery MRI dataset of people with epilepsy and focal cortical dysplasia type II

Authors :
Fabiane Schuch
Lennart Walger
Matthias Schmitz
Bastian David
Tobias Bauer
Antonia Harms
Laura Fischbach
Freya Schulte
Martin Schidlowski
Johannes Reiter
Felix Bitzer
Randi von Wrede
Atilla Rácz
Tobias Baumgartner
Valeri Borger
Matthias Schneider
Achim Flender
Albert Becker
Hartmut Vatter
Bernd Weber
Louisa Specht-Riemenschneider
Alexander Radbruch
Rainer Surges
Theodor Rüber
Source :
Scientific Data, Vol 10, Iss 1, Pp 1-7 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Abstract Automated detection of lesions using artificial intelligence creates new standards in medical imaging. For people with epilepsy, automated detection of focal cortical dysplasias (FCDs) is widely used because subtle FCDs often escape conventional neuroradiological diagnosis. Accurate recognition of FCDs, however, is of outstanding importance for affected people, as surgical resection of the dysplastic cortex is associated with a high chance of postsurgical seizure freedom. Here, we make publicly available a dataset of 85 people affected by epilepsy due to FCD type II and 85 healthy control persons. We publish 3D-T1 and 3D-FLAIR, manually labeled regions of interest, and carefully selected clinical features. The open presurgery MRI dataset may be used to validate existing automated algorithms of FCD detection as well as to create new approaches. Most importantly, it will enable comparability of already existing approaches and support a more widespread use of automated lesion detection tools.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20524463
Volume :
10
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Scientific Data
Publication Type :
Academic Journal
Accession number :
edsdoj.0586f7c454d4a608d7a50f0018760e3
Document Type :
article
Full Text :
https://doi.org/10.1038/s41597-023-02386-7