SPST-CNN: Spatial Pyramid Based Searching and Tagging of Liver's Intraoperative Live Views via CNN for Minimal Invasive Surgery.

Anam Nazir,Muhammad Nadeem Cheema,Bin Sheng,Ping Li,Huating Li,Po Yang,Younhyun Jung,Jing Qin,David Dagan Feng

Journal of Biomedical Informatics（2020）

引用 9|浏览101

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摘要

•SPST-CNN for accurate searching and tagging of the liver’s intraoperative live views.•Spatial pyramid pooling at deeper stages of SPST-CNN for capturing up-to-date information.•SPST-CNN facilitates surgeons by enhancing their navigation ability for robust localization of the liver’s anatomy.

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关键词

Laparoscopy,Convolution neural network,Navigation systems,Minimal invasive surgery,Liver’s intraoperative views,Hybrid combination

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