Mr. Vishwesh Ramanathan Profile

Vishwesh Ramanathan

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Publications (3)

Proceedings Article | 29 May 2024 Paper

Spatial analysis of immune cells in breast cancer using k-nearest neighbor graphs and Louvain-community clustering of immunofluorescent protein multiplexing images

Alison Cheung, Wenchao Han, Snow Zhou, Dan Wang, Vishwesh Ramanathan, Owen Qu, Anne Martel, Martin Yaffe

Proceedings Volume 13174, 1317414 (2024) https://doi.org/10.1117/12.3025909

KEYWORDS: Breast cancer, Cancer, Proteins, Multiplexing, Tumors, Tissues, Pathology, Cell phenotyping, Antibodies

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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 | 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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