Ontology highlight
ABSTRACT:
SUBMITTER: Golla AK
PROVIDER: S-EPMC8621263 | biostudies-literature | 2021 Nov
REPOSITORIES: biostudies-literature
Golla Alena-K AK Tönnes Christian C Russ Tom T Bauer Dominik F DF Froelich Matthias F MF Diehl Steffen J SJ Schoenberg Stefan O SO Keese Michael M Schad Lothar R LR Zöllner Frank G FG Rink Johann S JS
Diagnostics (Basel, Switzerland) 20211117 11
Abdominal aortic aneurysms (AAA) may remain clinically silent until they enlarge and patients present with a potentially lethal rupture. This necessitates early detection and elective treatment. The goal of this study was to develop an easy-to-train algorithm which is capable of automated AAA screening in CT scans and can be applied to an intra-hospital environment. Three deep convolutional neural networks (ResNet, VGG-16 and AlexNet) were adapted for 3D classification and applied to a dataset c ...[more]