Deep-Learning-Based Automatic Segmentation of Head and Neck Organs for Radiation Therapy in Dogs

Deep-Learning-Based Automatic Segmentation of Head and Neck Organs for Radiation Therapy in Dogs

Purpose: This study was conducted to develop a deep learning-based automatic segmentation (DLBAS) model of head and neck organs for radiotherapy (RT) in dogs, and to evaluate the feasibility for delineating the RT planning.Materials and Methods: The segmentation indicated that there were potentially...

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Bibliographic Details
Main Authors: Jeongsu Park, Byoungsu Choi, Jaeeun Ko, Jaehee Chun, Inkyung Park, Juyoung Lee, Jayon Kim, Jaehwan Kim, Kidong Eom, Jin Sung Kim
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Veterinary Science
Subjects:
radiation therapy
deep-learning-based automatic segmentation
head and neck cancer
dog head and neck
artificial intelligence
Online Access:https://www.frontiersin.org/articles/10.3389/fvets.2021.721612/full

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