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Conference papers
Stroke Thrombus Segmentation on SWAN with Multi-Directional U-Nets
Abstract : The thrombus causing a stroke can be seen on the susceptibility weighted angiography (SWAN) magnetic resonance imaging (MRI) sequence. But it is very small and hard to detect by humans. Up to date the thrombus is identified by trained human experts. But as stroke needs quick treatment, an automatic detection of the thrombus would be useful to speed up the diagnosis of acute stroke. We propose a method for automatic thrombus detection from SWAN using three separate U-Nets which work on the axial, coronal and sagittal planes.
Cited literature [13 references]
https://hal.archives-ouvertes.fr/hal-02334681
Contributor : Dominique Fourer <>
Submitted on : Sunday, October 27, 2019 - 11:13:59 AM
Last modification on : Monday, July 6, 2020 - 5:40:20 PM
Long-term archiving on: : Tuesday, January 28, 2020 - 1:09:01 PM
Contributor : Dominique Fourer <>
Submitted on : Sunday, October 27, 2019 - 11:13:59 AM
Last modification on : Monday, July 6, 2020 - 5:40:20 PM
Long-term archiving on: : Tuesday, January 28, 2020 - 1:09:01 PM
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tripleunet.pdf
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