Deep Learning-Based Segmentation of Various Brain Lesions for Radiosurgery

Deep Learning-Based Segmentation of Various Brain Lesions for Radiosurgery

Semantic segmentation of medical images with deep learning models is rapidly being developed. In this study, we benchmarked state-of-the-art deep learning segmentation algorithms on our clinical stereotactic radiosurgery dataset. The dataset consists of 1688 patients with various brain lesions (pitu...

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Bibliographic Details
Main Authors: Siangruei Wu, Yihong Wu, Haoyun Chang, Florence T. Su, Hengchun Liao, Wanju Tseng, Chunchih Liao, Feipei Lai, Fengming Hsu, Furen Xiao
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
deep learning
image segmentation
brain tumors
radiosurgery
magnetic resonance imaging
Online Access:https://www.mdpi.com/2076-3417/11/19/9180

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https://www.mdpi.com/2076-3417/11/19/9180

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