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Automated LVO detection and collateral scoring on CTA using a 3D self-configuring object detection network: a multi-center study

The use of deep learning (DL) techniques for automated diagnosis of large vessel occlusion (LVO) and collateral scoring on computed tomography angiography (CTA) is gaining attention. In this study, a state-of-the-art self-configuring object detection network called nnDetection was used to detect LVO...

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Detalles Bibliográficos
Autores principales: Bagcilar, Omer, Alis, Deniz, Alis, Ceren, Seker, Mustafa Ege, Yergin, Mert, Ustundag, Ahmet, Hikmet, Emil, Tezcan, Alperen, Polat, Gokhan, Akkus, Ahmet Tugrul, Alper, Fatih, Velioglu, Murat, Yildiz, Omer, Selcuk, Hakan Hatem, Oksuz, Ilkay, Kizilkilic, Osman, Karaarslan, Ercan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10232534/
https://www.ncbi.nlm.nih.gov/pubmed/37258516
http://dx.doi.org/10.1038/s41598-023-33723-w