Characterization of errors in deep learning-based brain MRI segmentation

Akshay Sadananda Uppinakudru Pai; Yuan-Ching Teng; Joseph Patrick Michele Blair; Michiel Gijsbertus J. Kallenberg; Erik Bjørnager Dam; Stefan Horst Sommer; Christian Igel; Mads Nielsen

doi:10.1016/B978-0-12-810408-8.00013-4

Characterization of errors in deep learning-based brain MRI segmentation

Akshay Sadananda Uppinakudru Pai, Yuan-Ching Teng, Joseph Patrick Michele Blair, Michiel Gijsbertus J. Kallenberg, Erik Bjørnager Dam, Stefan Horst Sommer, Christian Igel, Mads Nielsen

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

3 Citations (Scopus)

Original language	English
Title of host publication	Deep learning for medical image analysis
Editors	S. Kevin Zhou, Hayit Greenspan, Dinggang Shen
Number of pages	20
Publisher	Academic Press
Publication date	2017
Pages	223–242
Chapter	10
ISBN (Electronic)	978-0-12-810408-8
DOIs	https://doi.org/10.1016/B978-0-12-810408-8.00013-4
Publication status	Published - 2017

Access to Document

10.1016/B978-0-12-810408-8.00013-4

Cite this

Pai, A. S. U., Teng, Y-C., Blair, J. P. M., Kallenberg, M. G. J., Dam, E. B., Sommer, S. H., Igel, C., & Nielsen, M. (2017). Characterization of errors in deep learning-based brain MRI segmentation. In S. K. Zhou, H. Greenspan, & D. Shen (Eds.), Deep learning for medical image analysis (pp. 223–242). Academic Press. https://doi.org/10.1016/B978-0-12-810408-8.00013-4

Characterization of errors in deep learning-based brain MRI segmentation. / Pai, Akshay Sadananda Uppinakudru; Teng, Yuan-Ching; Blair, Joseph Patrick Michele; Kallenberg, Michiel Gijsbertus J.; Dam, Erik Bjørnager ; Sommer, Stefan Horst ; Igel, Christian ; Nielsen, Mads.

Deep learning for medical image analysis. ed. / S. Kevin Zhou; Hayit Greenspan; Dinggang Shen. Academic Press, 2017. p. 223–242.

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Pai, Akshay Sadananda Uppinakudru ; Teng, Yuan-Ching ; Blair, Joseph Patrick Michele ; Kallenberg, Michiel Gijsbertus J. ; Dam, Erik Bjørnager ; Sommer, Stefan Horst ; Igel, Christian ; Nielsen, Mads. / Characterization of errors in deep learning-based brain MRI segmentation. Deep learning for medical image analysis. editor / S. Kevin Zhou ; Hayit Greenspan ; Dinggang Shen. Academic Press, 2017. pp. 223–242

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