Ms. Starr Johnson Profile

Starr Johnson

at Univ at Buffalo

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Publications (2)

Proceedings Article | 18 March 2019 Paper

Fragile neural networks: the importance of image standardization for deep learning in digital pathology

Jonathan Folmsbee, Starr Johnson, Xulei Liu, Margaret Brandwein-Weber, Scott Doyle

Proceedings Volume 10956, 1095613 (2019) https://doi.org/10.1117/12.2512992

KEYWORDS: Tissues, Pathology, Image processing, 3D modeling, Neural networks, Image classification, Tumors, RGB color model, Digital imaging, Light sources and illumination

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Proceedings Article | 9 March 2018 Paper

Registration parameter optimization for 3D tissue modeling from resected tumors cut into serial H and E slides

Starr Johnson, Margaret Brandwein, Scott Doyle

Proceedings Volume 10581, 105810T (2018) https://doi.org/10.1117/12.2293962

KEYWORDS: Image registration, 3D modeling, Tissues, Tumors, Image filtering, Optimization (mathematics), Image compression, Cancer, Pathology, Surgery

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