Prof. Nasir M. Rajpoot Profile

Prof. Nasir M. Rajpoot

Professor at Univ of Warwick

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 3 April 2024 Presentation + Paper

Synthesis of annotated colon cancer tissue images from gland layout

Srijay Deshpande, Fayyaz Minhas, Nasir Rajpoot

Proceedings Volume 12933, 129330H (2024) https://doi.org/10.1117/12.3006927

KEYWORDS: Tissues, Image segmentation, Education and training, Diffusion, Tumor growth modeling, Gallium nitride, Binary data, Image quality, Image processing algorithms and systems, Convolution

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Proceedings Article | 7 April 2023 Poster + Paper

Accurate segmentation of nuclear instances using a double-stage neural network

Kesi Xu, Mostafa Jahanifar, Simon Graham, Nasir Rajpoot

Proceedings Volume 12471, 124711Y (2023) https://doi.org/10.1117/12.2654173

KEYWORDS: Computer vision technology, Machine learning, Pathology, Image segmentation, Object detection, Image processing, Neural networks

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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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Proceedings Article | 6 March 2018 Presentation + Paper

A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma

Najah Alsubaie, Korsuk Sirinukunwattana, Shan E. Ahmed Raza, David Snead, Nasir Rajpoot

Proceedings Volume 10581, 105810E (2018) https://doi.org/10.1117/12.2293316

KEYWORDS: Tissues, Feature extraction, Lung, Lung cancer, Wavelets, Pathology, RGB color model, Visualization, Medical imaging, Image classification, Feature selection

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Proceedings Article | 19 March 2015 Paper

A circumscribing active contour model for delineation of nuclei and membranes of megakaryocytes in bone marrow trephine biopsy images

Tzu-Hsi Song, Victor Sanchez, Hesham EIDaly, Nasir Rajpoot

Proceedings Volume 9420, 94200T (2015) https://doi.org/10.1117/12.2082064

KEYWORDS: Image segmentation, Bone, Biopsy, Image processing, Machine learning, Deconvolution, Statistical modeling, Diagnostics, Visualization, Pathology

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Proceedings Article | 19 March 2015 Paper

A novel texture descriptor for detection of glandular structures in colon histology images

Korsuk Sirinukunwattana, David Snead, Nasir Rajpoot

Proceedings Volume 9420, 94200S (2015) https://doi.org/10.1117/12.2082010

KEYWORDS: Image segmentation, Scattering, Colon, Tissues, Feature extraction, Volume rendering, Binary data, Computer science, Cancer, Colorectal cancer

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Proceedings Article | 19 March 2015 Paper

Multi-class stain separation using independent component analysis

Nicholas Trahearn, David Snead, Ian Cree, Nasir Rajpoot

Proceedings Volume 9420, 94200J (2015) https://doi.org/10.1117/12.2081933

KEYWORDS: Independent component analysis, RGB color model, Principal component analysis, Image processing, Expectation maximization algorithms, Pathology, Matrices, Medical imaging, Scanners, Absorbance

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Proceedings Article | 19 March 2015 Paper

Anisotropic tubular filtering for automatic detection of acid-fast bacilli in Ziehl-Neelsen stained sputum smear samples

Shan-e-Ahmed Raza, M. Marjan, Muhammad Arif, Farhana Butt, Faisal Sultan, Nasir Rajpoot

Proceedings Volume 9420, 942005 (2015) https://doi.org/10.1117/12.2081835

KEYWORDS: Image segmentation, Image enhancement, Detection and tracking algorithms, Anisotropic filtering, Image processing algorithms and systems, Microscopes, Image filtering, Pathology, Digital filtering, Microscopy

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Proceedings Article | 20 March 2014 Paper

A Bayesian framework for cell-level protein network analysis for multivariate proteomics image data

Violet Kovacheva, Korsuk Sirinukunwattana, Nasir Rajpoot

Proceedings Volume 9041, 904110 (2014) https://doi.org/10.1117/12.2045028

KEYWORDS: Proteins, Cancer, Image segmentation, Tissues, Imaging systems, Statistical analysis, Network security, Colon, Colorectal cancer, Data modeling

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Proceedings Article | 20 March 2014 Paper

A fast method for approximate registration of whole-slide images of serial sections using local curvature

Nicholas Trahearn, David Epstein, David Snead, Ian Cree, Nasir Rajpoot

Proceedings Volume 9041, 90410E (2014) https://doi.org/10.1117/12.2043308

KEYWORDS: Image registration, Tissues, Image processing, Image resolution, Computer science, Pathology, Reliability, Feature extraction, Convolution, Mathematics

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Proceedings Article | 13 November 2003 Paper

Local discriminant wavelet packet basis for texture classification

Nasir Rajpoot

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.507681

KEYWORDS: Wavelets, Image classification, Feature selection, Library classification systems, Computer programming, Image segmentation, Wavelet packet decomposition, Functional magnetic resonance imaging, Discrete wavelet transforms, Electronic filtering

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Showing 5 of 13 publications

Conference Committee Involvement (14)