Prediction of mandibular ORN incidence from 3D radiation dose distribution maps using deep learning

Background. Absorbed radiation dose to the mandible is an important risk factor in the development of mandibular osteoradionecrosis (ORN) in head and neck cancer (HNC) patients treated with radiotherapy (RT). The prediction of mandibular ORN may not only guide the RT treatment planning optimisation...

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Veröffentlicht in:	arXiv.org 2022-06
Hauptverfasser:	Humbert-Vidan, Laia, Patel, Vinod, Andlauer, Robin, King, Andrew P, Teresa Guerrero Urbano
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Biomedical materials Histograms Machine learning Optimization Parameters Radiation Radiation damage Radiation dosage Radiation therapy Risk analysis
Online-Zugang:	Volltext
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