Mr. Muhammad Shaban Profile

Muhammad Shaban

at Brigham and Womens Hospital

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Simple non-iterative clustering and CNNs for coarse segmentation of breast cancer whole-slide images

Rawan Albusayli, Dinny Graham, Nirmala Pathmanathan, Muhammad Shaban, Fayyaz Minhas, Jane Armes, Nasir Rajpoot

Proceedings Volume 11603, 116030I (2021) https://doi.org/10.1117/12.2581978

KEYWORDS: Image segmentation, Breast cancer, Tissues, Cancer, Visualization, Image processing

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Proceedings Article | 16 March 2020 Paper

Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images

R. Saad Bashir, Hanya Mahmood, Muhammad Shaban, Shan Ahmed Raza, M. Moazam Fraz, Syed Ali Khurram, Nasir Rajpoot

Proceedings Volume 11320, 1132011 (2020) https://doi.org/10.1117/12.2549705

KEYWORDS: Tissues, Image analysis, Artificial intelligence, Image segmentation, Image classification, Machine learning, Pathology, Binary data, Computer science, Surgery

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Proceedings Article | 6 March 2018 Paper

Classification of lung cancer histology images using patch-level summary statistics

Simon Graham, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Nasir Rajpoot

Proceedings Volume 10581, 1058119 (2018) https://doi.org/10.1117/12.2293855

KEYWORDS: Lung, Lung cancer, Tumor growth modeling, Diagnostics, Network architectures, Neodymium, Image classification, Tumors, Feature extraction, Medicine

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