Dr. Francesca Bagnato Profile

Dr. Francesca Bagnato

at Vanderbilt Univ. Medical Ctr.

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Publications (2)

Proceedings Article | 3 April 2023 Presentation + Paper

SSL2 Self-Supervised Learning meets semi-supervised learning: multiple clerosis segmentation in 7T-MRI from large-scale 3T-MRI

Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz

Proceedings Volume 12464, 124640Q (2023) https://doi.org/10.1117/12.2654522

KEYWORDS: Education and training, Magnetic resonance imaging, Multiple sclerosis, Data modeling, Image segmentation, Head, Performance modeling, Transformers, Solid state lighting, Histograms

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Proceedings Article | 11 March 2008 Paper

Semi-automatic segmentation and modeling of the cervical spinal cord for volume quantification in multiple sclerosis patients from magnetic resonance images

Pavlina Sonkova, Iordanis Evangelou, Antonio Gallo, Fredric Cantor, Joan Ohayon, Henry McFarland, Francesca Bagnato

Proceedings Volume 6914, 69144I (2008) https://doi.org/10.1117/12.773055

KEYWORDS: Image segmentation, Spinal cord, Magnetic resonance imaging, Surface plasmons, 3D image processing, Magnetism, Anisotropic filtering, Image processing, 3D modeling, Statistical analysis

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