Dr. Wenchao Han Profile

Dr. Wenchao Han

at Sunnybrook Research Institute

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Author

Publications (7)

Proceedings Article | 7 April 2023 Presentation + Paper

Identification of molecular cell type of breast cancer on digital histopathology images using deep learning and multiplexed fluorescence imaging

Wenchao Han, Alison Cheung, Vishwesh Ramanathan, Dan Wang, Kela Liu, Martin Yaffe, Anne Martel

Proceedings Volume 12471, 1247106 (2023) https://doi.org/10.1117/12.2654943

KEYWORDS: Breast cancer, Image segmentation, Cancer, Deep learning, Tissues, Multiplexing, Education and training, Image classification, Image registration, Proteins

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Proceedings Article | 7 April 2023 Presentation + Paper

Ink removal in whole slide images using hallucinated data

Vishwesh Ramanathan, Wenchao Han, Dina Bassiouny, Eileen Rakovitch, Anne Martel

Proceedings Volume 12471, 124710Y (2023) https://doi.org/10.1117/12.2653281

KEYWORDS: Tissues, Histopathology, Color, Pathology, Deep learning, Quality control, Image classification

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Proceedings Article | 4 April 2022 Presentation + Paper

Cell phenotyping using unsupervised clustering on multiplexed fluorescence images of breast cancer tissue specimens

Wenchao Han, Alison Cheung, Dan Wang, Kela Liu, Martin Yaffe, Anne Martel

Proceedings Volume 12039, 120390J (2022) https://doi.org/10.1117/12.2612972

KEYWORDS: Tissues, Multiplexing, Breast cancer, Cancer, Proteins, Luminescence, Visualization, Oncology, Analytical research, Receptors

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SPIE Journal Paper | 16 July 2020

Automatic cancer detection on digital histopathology images of mid-gland radical prostatectomy specimens

Wenchao Han, Carol Johnson, Andrew Warner, Mena Gaed, José Gomez, Madeleine Moussa, Joseph Chin, Stephen Pautler, Glenn Bauman, Aaron Ward

JMI, Vol. 7, Issue 04, 047501, (July 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.4.047501

KEYWORDS: Tissues, Cancer, Image segmentation, Pathology, Machine learning, Scanners, Principal component analysis, Tumors, Prostate

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Proceedings Article | 16 March 2020 Presentation + Paper

Automatic cancer sub-grading on digital histopathology images of radical prostatectomy specimens

W. Han, M. Downes, T. van der Kwast, J. Chin, S. Pautler, A. Ward

Proceedings Volume 11320, 113200H (2020) https://doi.org/10.1117/12.2551529

KEYWORDS: Tissues, Cancer, Pathology, Oncology, Prostate cancer, Error analysis, Medical research, Surgery, Tumors

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Proceedings Article | 18 March 2019 Presentation + Paper

Automatic high-grade cancer detection on prostatectomy histopathology images

W. Han, C. Johnson, M. Gaed, J. Gomez, M. Moussa, J. Chin, S. Pautler, G. Bauman, A. Ward

Proceedings Volume 10956, 109560D (2019) https://doi.org/10.1117/12.2512916

KEYWORDS: Cancer, Tumors, Tissues, Feature selection, Computing systems, Imaging systems, Pathology, Machine learning

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Proceedings Article | 6 March 2018 Presentation + Paper

Automatic cancer detection and localization on prostatectomy histopathology images

W. Han, C. Johnson, M. Gaed, J. Gomez, M. Moussa, J. Chin, S. Pautler, G. Bauman, A. Ward

Proceedings Volume 10581, 105810Q (2018) https://doi.org/10.1117/12.2292450

KEYWORDS: Tissues, Cancer, Pathology, Computing systems, Feature selection, Volume rendering, Machine learning, Prostate, Imaging systems, Tumors

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Showing 5 of 7 publications

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