Mr. Esmat Najjar Profile

Esmat Najjar

at Univ Health Network

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Publications (2)

SPIE Journal Paper | 18 September 2024 Open Access

Deep learning–enabled fluorescence imaging for surgical guidance: in silico training for oral cancer depth quantification

Natalie Won, Mandolin Bartling, Josephine La Macchia, Stefanie Markevich, Scott Holtshousen, Arjun Jagota, Christina Negus, Esmat Najjar, Brian Wilson, Jonathan Irish, Michael Daly

JBO, Vol. 30, Issue S1, S13706, (September 2024) https://doi.org/10.1117/12.10.1117/1.JBO.30.S1.S13706

KEYWORDS: Tumors, Fluorescence, Education and training, Data modeling, Cancer, Fluorescence imaging, Spherical harmonics, Tissues, Optical properties, Natural surfaces

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Proceedings Article | 13 March 2024 Poster + Paper

Deep learning architectures for spatial-frequency 3D fluorescence in oral cancer surgery models

Natalie Won, Anjolaluawa Adewale, Jerry Wan, Mandolin Bartling, Jason Townson, Harley Chan, Esmat Najjar, Alon Pener-Tessler, Brian Wilson, Jonathan Irish, Michael Daly

Proceedings Volume 12825, 128250D (2024) https://doi.org/10.1117/12.3002880

KEYWORDS: Fluorescence, 3D modeling, Surgery, Cancer, Deep learning, Optical properties, Spatial frequencies

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