Ms. Hongshan Liu Profile

Hongshan Liu

at Stevens Institute of Technology

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Publications (3)

Proceedings Article | 13 March 2024 Presentation

Generating virtual histology staining of human coronary OCT images using transformer-based neural network

Xueshen Li, Hongshan Liu, Xiaoyu Song, Brigitta Brott, Silvio Litovsky, Yu Gan

Proceedings Volume 12819, 1281903 (2024) https://doi.org/10.1117/12.3003138

KEYWORDS: Optical coherence tomography, Neural networks, Histopathology, Databases, Cardiovascular disorders, Visualization, Transformers, Statistical analysis, Spectral resolution, Real time imaging

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Proceedings Article | 8 March 2023 Poster + Paper

Uncertainty measurement and confidence calibration for calcium detection in optical coherence images

Hongshan Liu, Abdul Latif Bamba, Yu Gan

Proceedings Volume 12367, 1236715 (2023) https://doi.org/10.1117/12.2652944

KEYWORDS: Object detection, Calibration, Optical coherence tomography, Measurement uncertainty, Calcium, Deep learning, Electrochemical etching, Education and training, Arteries, Cardiovascular disorders

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Proceedings Article | 7 March 2023 Presentation

A Monte Carlo-based full-wavelength image simulator of Fourier-domain optical coherence tomography

Jianing Mao, Yuye Ling, Ping Xue, Yikai Su, Hongshan Liu

Proceedings Volume PC12377, PC1237705 (2023) https://doi.org/10.1117/12.2648124

KEYWORDS: Monte Carlo methods, Optical coherence tomography, Optical simulations, Mie scattering, Scattering, Photons, Image restoration, Spectroscopy, Probability theory, Interference (communication)

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