2017

CAMELYON16 Consortium (Including:

). (2017) Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer. JAMA: The Journal of the American Medical Association, 318 (22). 2199. doi:10.1001/jama.2017.14585

Awan, Ruqayya, Sirinukunwattana, Korsuk, Epstein, D. B. A., Jefferyes, Samuel, D. R., Qidwai, Uvais, Aftab, Zia, Mujeeb, Imaad, Snead, David R. J. and Rajpoot, Nasir M. (2017) Glandular morphometrics for objective grading of colorectal adenocarcinoma histology images. Scientific Reports, 7 . 16852. doi:10.1038/s41598-017-16516-w

Rajpoot, Nasir M. and Sirinukunwattana, Korsuk (2017) Gland segmentation in colon histology images : the GlaS challenge contest. Medical Image Analysis, 35 . pp. 489-502. doi:10.1016/j.media.2016.08.008

2016

Qaiser, Talha, Sirinukunwattana, Korsuk, Nakane, Kazuaki, Tsang, Yee-Wah, Epstein, D. B. A. and Rajpoot, Nasir M. (2016) Persistent homology for fast tumor segmentation in whole slide histology images. In: Medical Image Understanding and Analysis (MIUA 2016), Loughborough, UK, 6-8 July 2016. Published in: Procedia Computer Science, 90 pp. 119-124. ISSN 1877-0509.

Sirinukunwattana, Korsuk, Raza, Shan-e-Ahmed, Tsang, Yee-Wah, Snead, David, Cree, Ian A. and Rajpoot, Nasir M. (2016) Locality sensitive deep learning for detection and classification of nuclei in routine colon cancer histology images. IEEE Transactions on Medical Imaging, 35 (5). 1196 -1206. doi:10.1109/TMI.2016.2525803

Raza, Shan-e-Ahmed, Langenkämper, Daniel, Sirinukunwattana, Korsuk, Epstein, D. B. A., Nattkemper, Tim W. and Rajpoot, Nasir M. (2016) Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining, 9 (11). pp. 1-13. doi:10.1186/s13040-016-0088-2

Sirinukunwattana, Korsuk (2016) Towards a quantitative analysis of cancer tissue morphology. PhD thesis, University of Warwick.

2015

Sirinukunwattana, Korsuk, Snead, David R. J. and Rajpoot, Nasir M. (2015) A stochastic polygons model for glandular structures in colon histology images. IEEE Transactions on Medical Imaging, 34 (11). 2366 -2378. doi:10.1109/TMI.2015.2433900

Khan, Adnan M., Sirinukunwattana, Korsuk and Rajpoot, Nasir M. (2015) A global covariance descriptor for nuclear atypia scoring in breast histopathology images. IEEE Journal of Biomedical and Health Informatics, 19 (5). 1637 -1647. doi:10.1109/JBHI.2015.2447008

2014

Kovacheva, Violeta N., Sirinukunwattana, Korsuk and Rajpoot, Nasir M. (2014) A bayesian framework for cell-level protein network analysis for multivariate proteomics image data. In: Medical Imaging 2014: Digital Pathology, San Diego, California, USA, February 15, 2014. Published in: SPIE Proceedings, 9041 ISSN 0277-786X. doi:10.1117/12.2045028

2013

Sirinukunwattana, Korsuk, Savage, Richard S., Bari, Muhammad F., Snead, David R. J. and Rajpoot, Nasir M. (2013) Bayesian hierarchical clustering for studying cancer gene expression data with unknown statistics. PLoS One, 8 (10). e75748. doi:10.1371/journal.pone.0075748