Ms. Melissa Champer Profile

Melissa Champer

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Publications (3)

Proceedings Article | 13 March 2024 Presentation

SHG imaging and analysis of collagen fiber/fibril architecture in human ovarian cancer using machine learning and emission directionality

Paul Campagnola, Melissa Champer, Emily Shelton, Vikas Singh

Proceedings Volume PC12847, PC128470L (2024) https://doi.org/10.1117/12.3001103

KEYWORDS: 3D modeling, Second harmonic generation, Collagen, Structured optical fibers, Modeling, Tissues, Image processing, Diseases and disorders, Transmission electron microscopy, Principal component analysis

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Proceedings Article | 12 August 2023 Presentation

High-resolution imaging and modeling of collagen architecture alterations in high-grade serous ovarian cancer

Paul Campagnola, Farid Atry, Samuel Alkmin, Vikas Singh, Bruce Wen, Kirby Campbell, Manish Patankar, Melissa Champer, Chi-Hsiang Lien

Proceedings Volume PC12622, PC126220O (2023) https://doi.org/10.1117/12.2678187

KEYWORDS: Collagen, Ovarian cancer, Second harmonic generation, Modeling, Image resolution, Tissues, Machine learning, Diseases and disorders, Cancer, Tumors

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Proceedings Article | 17 March 2023 Presentation

Artificial image tuning using a generative adversarial network on collagen images from second harmonic generation microscopy

Melissa Champer, Vikas Singh, Paul Campagnola

Proceedings Volume PC12363, PC1236309 (2023) https://doi.org/10.1117/12.2649436

KEYWORDS: Collagen, Harmonic generation, Microscopy, Neural networks, Machine learning, Computer programming, X-rays, Tumors, Tissues, Skin

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