Machine Learning-Based Quality Assurance for Automatic Segmentation of Head-and-Neck Organs-at-Risk in Radiotherapy

Purpose/Objective(s): With the development of deep learning, more convolutional neural networks (CNNs) are being introduced in automatic segmentation to reduce oncologists’ labor requirement. However, it is still challenging for oncologists to spend considerable time evaluating the quality of the co...

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Hlavní autoři: Shunyao Luan PhD, Xudong Xue PhD, Changchao Wei MS, Yi Ding PhD, Benpeng Zhu PhD, Wei Wei PhD
Médium: Článek
Jazyk:English
Vydáno: SAGE Publishing 2023-02-01
Edice:Technology in Cancer Research & Treatment
On-line přístup:https://doi.org/10.1177/15330338231157936