New multiple sclerosis lesion segmentation and detection using pre-activation U-Net

Automated segmentation of new multiple sclerosis (MS) lesions in 3D MRI data is an essential prerequisite for monitoring and quantifying MS progression. Manual delineation of such lesions is time-consuming and expensive, especially because raters need to deal with 3D images and several modalities. I...

Celý popis

Podrobná bibliografia

Vydané v:	Frontiers in neuroscience Ročník 16; s. 975862
Hlavní autori:	Ashtari, Pooya, Barile, Berardino, Van Huffel, Sabine, Sappey-Marinier, Dominique
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Lausanne Frontiers Research Foundation 26.10.2022 Frontiers Frontiers Media S.A
Predmet:	Brain cancer Computer Science Experiments Lesions Medical Imaging Multiple sclerosis Neural networks Neuroscience new lesions pre-activation Segmentation Semantics U-Net
ISSN:	1662-453X, 1662-4548, 1662-453X
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!