Liver Segmentation on a Variety of Computed Tomography (CT) Images Based on Convolutional Neural Networks Combined with Connected Components

• Main Authors: Hoang, Hong Son, Pham, Cam Phuong, Theo, van Walsum, Luu, Manh Ha
• 格式: Article
• 語言: English
• 出版: H. : ĐHQGHN 2020
• 主題: Liver segmentations; CNNs; Connected Components; Post processing
• 在線閱讀: http://repository.vnu.edu.vn/handle/VNU_123/89099; https://doi.org/10.25073/2588-1086/vnucsce.241

Liver segmentation is relevant for several clinical applications. Automatic liver segmentation using convolutional neural networks (CNNs) has been recently investigated. In this paper, we propose a new approach of combining a largest connected component (LCC) algorithm, as a post-processing step, wi...