Ms. Diane Villaroman Profile

Diane Villaroman

at Univ of California Los Angeles

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Publications (2)

Proceedings Article | 4 April 2022 Presentation + Paper

Ensembling mitigates scanner effects in deep learning medical image segmentation with deep-U-Nets

Anshul Ratnaparkhi, Bilwaj Gaonkar, David Zarrin, Ien Li, Kirstin Cook, Azim Laiwalla, Bayard Wilson, Mark Attiah, Christine Ahn, Diane Villaroman, Bryan Yoo, Banafsheh Salehi, Joel Beckett, Luke Macyszyn

Proceedings Volume 12033, 120330I (2022) https://doi.org/10.1117/12.2611609

KEYWORDS: Scanners, Image segmentation, Data acquisition, Magnetic resonance imaging, Evolutionary algorithms, Medical imaging, Image processing algorithms and systems, Data modeling, Artificial intelligence, Medicine

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Proceedings Article | 3 March 2017 Paper

Automatic vertebral bodies detection of x-ray images using invariant multiscale template matching

Mona Sharifi Sarabi, Diane Villaroman, Joel Beckett, Mark Attiah, Logan Marcus, Christine Ahn, Diana Babayan, Bilwaj Gaonkar, Luke Macyszyn, Cauligi Raghavendra

Proceedings Volume 10134, 1013447 (2017) https://doi.org/10.1117/12.2254582

KEYWORDS: X-rays, Pathology, Image segmentation, Spine, X-ray imaging, Medical imaging, Magnetic resonance imaging, 3D modeling, Computed tomography, X-ray detectors, Detector development

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