Deep learning enables automated MRI-based estimation of uterine volume also in patients with uterine fibroids undergoing high-intensity focused ultrasound therapy

BACKGROUND: High-intensity focused ultrasound (HIFU) is used for the treatment of symptomatic leiomyomas. We aim to automate uterine volumetry for tracking changes after therapy with a 3D deep learning approach. METHODS: A 3D nnU-Net model in the default setting and in a modified version including c...

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Detalles Bibliográficos
Autores principales: Theis, Maike, Tonguc, Tolga, Savchenko, Oleksandr, Nowak, Sebastian, Block, Wolfgang, Recker, Florian, Essler, Markus, Mustea, Alexander, Attenberger, Ulrike, Marinova, Milka, Sprinkart, Alois M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813298/
https://www.ncbi.nlm.nih.gov/pubmed/36600120
http://dx.doi.org/10.1186/s13244-022-01342-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813298/
https://www.ncbi.nlm.nih.gov/pubmed/36600120
http://dx.doi.org/10.1186/s13244-022-01342-0

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