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IMPT of head and neck cancer: unsupervised machine learning treatment planning strategy for reducing radiation dermatitis

Radiation dermatitis is a major concern in intensity modulated proton therapy (IMPT) for head and neck cancer (HNC) despite its demonstrated superiority over contemporary photon radiotherapy. In this study, dose surface histogram data extracted from forty-four patients of HNC treated with IMPT was u...

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Detalles Bibliográficos
Autores principales: Padannayil, Noufal Manthala, Sharma, Dayananda Shamurailatpam, Nangia, Sapna, Patro, Kartikeshwar C., Gaikwad, Utpal, Burela, Nagarjuna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9840252/
https://www.ncbi.nlm.nih.gov/pubmed/36639667
http://dx.doi.org/10.1186/s13014-023-02201-y