A deep convolutional neural network-based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery

Accurate and automatic brain metastases target delineation is a key step for efficient and effective stereotactic radiosurgery (SRS) treatment planning. In this work, we developed a deep learning convolutional neural network (CNN) algorithm for segmenting brain metastases on contrast-enhanced T1-wei...

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Vydáno v:PLoS One
Hlavní autoři: Liu, Yan, Stojadinovic, Strahinja, Hrycushko, Brian, Wardak, Zabi, Lau, Steven, Lu, Weiguo, Yan, Yulong, Jiang, Steve B., Zhen, Xin, Timmerman, Robert, Nedzi, Lucien, Gu, Xuejun
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2017
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5630188/
https://ncbi.nlm.nih.gov/pubmed/28985229
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0185844
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