Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network

Ester Bonmati; Yipeng Hu; Nikhil Sindhwani; Hans Peter Dietz; Jan D'hooge; Dean Barratt; Jan Deprest; Tom Vercauteren

doi:10.1117/12.2322403

Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network

Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean Barratt, Jan Deprest, Tom Vercauteren

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

Original language	English
Title of host publication	Proceedings of SPIE Medical Imaging
Volume	10576
DOIs	https://doi.org/10.1117/12.2322403
Publication status	Published - 2018

Publication series

Name	MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING
ISSN (Print)	1605-7422

Keywords

levator hiatus
automatic segmentation
SNN
ultrasound
CNN

Access to Document

10.1117/12.2322403

Cite this

Bonmati, E., Hu, Y., Sindhwani, N., Dietz, H. P., D'hooge, J., Barratt, D., Deprest, J., & Vercauteren, T. (2018). Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. In Proceedings of SPIE Medical Imaging (Vol. 10576). (MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING). https://doi.org/10.1117/12.2322403

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title = "Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network",

keywords = "levator hiatus, automatic segmentation, SNN, ultrasound, CNN",

author = "Ester Bonmati and Yipeng Hu and Nikhil Sindhwani and Dietz, {Hans Peter} and Jan D'hooge and Dean Barratt and Jan Deprest and Tom Vercauteren",

year = "2018",

doi = "10.1117/12.2322403",

language = "English",

volume = "10576",

series = "MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING",

booktitle = "Proceedings of SPIE Medical Imaging",

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Bonmati, E, Hu, Y, Sindhwani, N, Dietz, HP, D'hooge, J, Barratt, D, Deprest, J & Vercauteren, T 2018, Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. in Proceedings of SPIE Medical Imaging. vol. 10576, MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING. https://doi.org/10.1117/12.2322403

Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. / Bonmati, Ester; Hu, Yipeng; Sindhwani, Nikhil et al.
Proceedings of SPIE Medical Imaging. Vol. 10576 2018. (MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING).

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

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T1 - Technical Note: Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network

AU - Bonmati, Ester

AU - Hu, Yipeng

AU - Sindhwani, Nikhil

AU - Dietz, Hans Peter

AU - D'hooge, Jan

AU - Barratt, Dean

AU - Deprest, Jan

AU - Vercauteren, Tom

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KW - automatic segmentation

KW - SNN

KW - ultrasound

KW - CNN

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DO - 10.1117/12.2322403

M3 - Conference paper

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T3 - MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING

BT - Proceedings of SPIE Medical Imaging

ER -