Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning

BACKGROUND: Radiotherapy (RT) is increasingly being used on dogs with spontaneous head and neck cancer (HNC), which account for a large percentage of veterinary patients treated with RT. Accurate definition of the gross tumor volume (GTV) is a vital part of RT planning, ensuring adequate dose covera...

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Detalles Bibliográficos
Autores principales: Groendahl, Aurora Rosvoll, Huynh, Bao Ngoc, Tomic, Oliver, Søvik, Åste, Dale, Einar, Malinen, Eirik, Skogmo, Hege Kippenes, Futsaether, Cecilia Marie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Veterinary Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10070749/
https://www.ncbi.nlm.nih.gov/pubmed/37026102
http://dx.doi.org/10.3389/fvets.2023.1143986

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