Dr. Fabiana C. P. S. Lopes Profile

Dr. Fabiana C. P. S. Lopes

at Univ of Texas at Austin

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Author

Publications (5)

Proceedings Article | 13 March 2024 Presentation + Paper

Virtual H&E staining with single channel reflectance confocal microscopy images using pixel-to-pixel-based deep learning

Mengkun Chen, Matthew Fox, Jason Reichenberg, Fabiana C. P. Lopes, Katherine Sebastian, Mia Markey, James Tunnell

Proceedings Volume 12831, 1283105 (2024) https://doi.org/10.1117/12.3001974

KEYWORDS: Education and training, Adaptive optics, Reflectivity, Confocal microscopy, Skin, Aluminum, Tissues, Performance modeling, Image processing, Deep learning

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SPIE Journal Paper | 30 June 2022 Open Access

Deep learning on reflectance confocal microscopy improves Raman spectral diagnosis of basal cell carcinoma

Mengkun Chen, Xu Feng, Matthew Fox, Jason Reichenberg, Fabiana C. P. Lopes, Katherine Sebastian, Mia Markey, James Tunnell

JBO, Vol. 27, Issue 06, 065004, (June 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.6.065004

KEYWORDS: Raman spectroscopy, Remote sensing, Tumor growth modeling, Confocal microscopy, Reflectivity, RGB color model, Tissues, Data modeling, Performance modeling, Tumors

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SPIE Journal Paper | 23 September 2021 Open Access

Imaging sub-diffuse optical properties of cancerous and normal skin tissue using machine learning-aided spatial frequency domain imaging

Andrew Stier, Will Goth, Aislinn Hurley, Treshayla Brown, Xu Feng, Yao Zhang, Fabiana C. P. Lopes, Katherine Sebastian, Pengyu Ren, Matthew Fox, Jason Reichenberg, Mia Markey, James Tunnell

JBO, Vol. 26, Issue 09, 096007, (September 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.9.096007

KEYWORDS: Optical properties, Tissue optics, Tissues, Skin, Data modeling, Spatial frequencies, Surgery, Monte Carlo methods, Optical imaging, Reflectivity

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Proceedings Article | 5 March 2021 Presentation + Paper

Machine learning and the Gegenbauer Kernel improve mapping of sub-diffuse optical properties in the spatial frequency domain

Andrew Stier, Will Goth, Aislinn Hurley, Xu Feng, Yao Zhang, Fabiana C. P. S. Lopes, Katherine Sebastian, Matthew Fox, Jason Reichenberg, Mia Markey, James Tunnell

Proceedings Volume 11625, 1162509 (2021) https://doi.org/10.1117/12.2577324

KEYWORDS: Optical properties, Machine learning, Tissue optics, Data modeling, Computer simulations, Tissues, Statistical modeling, Skin, Image-guided intervention

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Proceedings Article | 19 February 2020 Presentation + Paper

Rapid assessment of skin surgical margins using superpixel Raman spectroscopic imaging

Xu Feng, Matthew Fox, Jason Reichenberg, Fabiana C. P. Lopes, Katherine Sebastian, Andrew Dunn, Mia Markey, James Tunnell

Proceedings Volume 11222, 1122205 (2020) https://doi.org/10.1117/12.2546191

KEYWORDS: Raman spectroscopy, Confocal microscopy, Skin cancer, Optical spectroscopy imaging, Mohs surgery, Tissue optics

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