Ms. Nooshin Ghavami Profile

Nooshin Ghavami

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Publications (2)

SPIE Journal Paper | 21 August 2018 Open Access

Integration of spatial information in convolutional neural networks for automatic segmentation of intraoperative transrectal ultrasound images

Nooshin Ghavami, Yipeng Hu, Ester Bonmati, Rachael Rodell, Eli Gibson, Caroline Moore, Dean Barratt

JMI, Vol. 6, Issue 01, 011003, (August 2018) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.011003

KEYWORDS: Prostate, Convolutional neural networks, Information fusion, 3D image processing, Ultrasonography, Biopsy, Magnetic resonance imaging, Prostate cancer, 3D acquisition, Image segmentation

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Proceedings Article | 12 March 2018 Presentation + Paper

Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks

Nooshin Ghavami, Yipeng Hu, Ester Bonmati, Rachael Rodell, Eli Gibson, Caroline Moore, Dean Barratt

Proceedings Volume 10576, 1057603 (2018) https://doi.org/10.1117/12.2293300

KEYWORDS: Image segmentation, Prostate, Ultrasonography, Convolutional neural networks, Biopsy, Prostate cancer, Magnetic resonance imaging, 3D image processing, Cancer, Image processing

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