Deep learning-based automated segmentation of resection cavities on postsurgical epilepsy MRI

Accurate segmentation of surgical resection sites is critical for clinical assessments and neuroimaging research applications, including resection extent determination, predictive modeling of surgery outcome, and masking image processing near resection sites. In this study, an automated resection ca...

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書誌詳細

出版年:	NeuroImage: Clinical
主要な著者:	T. Campbell Arnold, Ramya Muthukrishnan, Akash R. Pattnaik, Nishant Sinha, Adam Gibson, Hannah Gonzalez, Sandhitsu R. Das, Brian Litt, Dario J. Englot, Victoria L. Morgan, Kathryn A. Davis, MD, Joel M. Stein
フォーマット:	論文
言語:	英語
出版事項:	Elsevier 2022-01-01
主題:	Postoperative MRI Temporal lobe epilepsy Resection cavity Automated segmentation Convolutional neural network Hippocampal remnant
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2213158222002194