Dr. Ivan M. Rosado-Mendez Profile

Dr. Ivan M. Rosado-Mendez

at Univ of Wisconsin School of Medicine and Public Health

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Publications (3)

Proceedings Article | 10 April 2023 Poster + Paper

A deep learning approach for patchless estimation of ultrasound quantitative parametric image with uncertainty measurement

Ali K. Tehrani, Ivan Rosado-Mendez, Hayley Whitson, Hassan Rivaz

Proceedings Volume 12470, 1247010 (2023) https://doi.org/10.1117/12.2651583

KEYWORDS: Ultrasonography, Statistical analysis, Education and training, Deep learning, Data modeling, Tissues, Point spread functions, Measurement uncertainty, Backscatter, Scattering

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Proceedings Article | 10 December 2021 Paper

Breast lesion segmentation and characterization using the Small Tumor-Aware Network (STAN) and 2D/3D shape descriptors in ultrasound images

Vivian Bass, Maria-Julieta Mateos, Ivan M. Rosado-Mendez, Jorge A. Marquez

Proceedings Volume 12088, 120880F (2021) https://doi.org/10.1117/12.2606164

KEYWORDS: Image segmentation, Ultrasonography, Breast, Network architectures, Tumors, Shape analysis, Computer programming, Breast cancer, Cancer, Diagnostics

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Proceedings Article | 22 May 2020 Paper

Preliminary evaluation of inter- and intra-operator variability of quantitative ultrasound biomarkers for breast cancer characterization

I. Rosado-Mendez, L. Castañeda-Martinez, J. Castillo López, H. Galván-Espinoza, P. Pérez-Badillo, L. Aguilar-Cortazar, F. Porras, Y. Villaseñor-Navarro

Proceedings Volume 11513, 1151328 (2020) https://doi.org/10.1117/12.2564170

KEYWORDS: Ultrasonography, Scattering, Signal to noise ratio, Breast cancer, Tissues, Breast, Data acquisition, Image processing, Statistical analysis, Signal processing

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