A convolutional neural network with self-attention for fully automated metabolic tumor volume delineation of head and neck cancer in [Formula: see text] F]FDG PET/CT

PURPOSE: PET-derived metabolic tumor volume (MTV) and total lesion glycolysis of the primary tumor are known to be prognostic of clinical outcome in head and neck cancer (HNC). Including evaluation of lymph node metastases can further increase the prognostic value of PET but accurate manual delineat...

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Detalles Bibliográficos
Autores principales: Nikulin, Pavel, Zschaeck, Sebastian, Maus, Jens, Cegla, Paulina, Lombardo, Elia, Furth, Christian, Kaźmierska, Joanna, Rogasch, Julian M. M., Holzgreve, Adrien, Albert, Nathalie L., Ferentinos, Konstantinos, Strouthos, Iosif, Hajiyianni, Marina, Marschner, Sebastian N., Belka, Claus, Landry, Guillaume, Cholewinski, Witold, Kotzerke, Jörg, Hofheinz, Frank, van den Hoff, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10317885/
https://www.ncbi.nlm.nih.gov/pubmed/37079128
http://dx.doi.org/10.1007/s00259-023-06197-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10317885/
https://www.ncbi.nlm.nih.gov/pubmed/37079128
http://dx.doi.org/10.1007/s00259-023-06197-1

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