An end-to-end approach to segmentation in medical images with CNN and posterior-CRF

Author:

Chen Shuai,Sedghi Gamechi Zahra,Dubost Florian,van Tulder Gijs,de Bruijne Marleen

Funder

China Scholarship Council

Ministry of Science Research and Technology

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference35 articles.

1. Fast high-dimensional filtering using the permutohedral lattice;Adams,2010

2. Bakas, S., Reyes, M., Jakab, A., Bauer, S., Rempfler, M., Crimi, A., Shinohara, R. T., Berger, C., Ha, S. M., Rozycki, M., et al., 2018. Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the brats challenge. arXiv preprint arXiv:1811.02629.

3. Çiçek, O., Abdulkadir, A., Lienkamp, S. S., Brox, T., Ronneberger, O., 2016. 3D U-Net: learning dense volumetric segmentation from sparse annotation. International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer. 424–432,

4. DeepLab: semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs;Chen;IEEE Trans. Pattern Anal. Mach. Intell.,2017

5. An end-to-end approach to semantic segmentation with 3D CNN and posterior-CRF in medical images;Chen,2018

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