Snead D - Search Results

1

One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification.

Graham S, Vu QD, Jahanifar M, Raza SEA, Minhas F, Snead D, Rajpoot N. Graham S, et al. Among authors: snead d. Med Image Anal. 2023 Jan;83:102685. doi: 10.1016/j.media.2022.102685. Epub 2022 Nov 11. Med Image Anal. 2023. PMID: 36410209 Free article.

2

Bayesian hierarchical clustering for studying cancer gene expression data with unknown statistics.

Sirinukunwattana K, Savage RS, Bari MF, Snead DR, Rajpoot NM. Sirinukunwattana K, et al. PLoS One. 2013 Oct 23;8(10):e75748. doi: 10.1371/journal.pone.0075748. eCollection 2013. PLoS One. 2013. PMID: 24194826 Free PMC article.

3

A Stochastic Polygons Model for Glandular Structures in Colon Histology Images.

Sirinukunwattana K, Snead DR, Rajpoot NM. Sirinukunwattana K, et al. IEEE Trans Med Imaging. 2015 Nov;34(11):2366-78. doi: 10.1109/TMI.2015.2433900. Epub 2015 May 15. IEEE Trans Med Imaging. 2015. PMID: 25993703

4

Validation of digital pathology imaging for primary histopathological diagnosis.

Snead DR, Tsang YW, Meskiri A, Kimani PK, Crossman R, Rajpoot NM, Blessing E, Chen K, Gopalakrishnan K, Matthews P, Momtahan N, Read-Jones S, Sah S, Simmons E, Sinha B, Suortamo S, Yeo Y, El Daly H, Cree IA. Snead DR, et al. Histopathology. 2016 Jun;68(7):1063-72. doi: 10.1111/his.12879. Epub 2015 Dec 6. Histopathology. 2016. PMID: 26409165

5

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images.

Sirinukunwattana K, Ahmed Raza SE, Yee-Wah Tsang, Snead DR, Cree IA, Rajpoot NM. Sirinukunwattana K, et al. IEEE Trans Med Imaging. 2016 May;35(5):1196-1206. doi: 10.1109/TMI.2016.2525803. Epub 2016 Feb 4. IEEE Trans Med Imaging. 2016. PMID: 26863654

6

A model of the spatial tumour heterogeneity in colorectal adenocarcinoma tissue.

Kovacheva VN, Snead D, Rajpoot NM. Kovacheva VN, et al. Among authors: snead d. BMC Bioinformatics. 2016 Jun 24;17:255. doi: 10.1186/s12859-016-1126-2. BMC Bioinformatics. 2016. PMID: 27342072 Free PMC article.

7

Gland segmentation in colon histology images: The glas challenge contest.

Sirinukunwattana K, Pluim JPW, Chen H, Qi X, Heng PA, Guo YB, Wang LY, Matuszewski BJ, Bruni E, Sanchez U, Böhm A, Ronneberger O, Cheikh BB, Racoceanu D, Kainz P, Pfeiffer M, Urschler M, Snead DRJ, Rajpoot NM. Sirinukunwattana K, et al. Among authors: snead drj. Med Image Anal. 2017 Jan;35:489-502. doi: 10.1016/j.media.2016.08.008. Epub 2016 Sep 3. Med Image Anal. 2017. PMID: 27614792 Review.

8

Simultaneous automatic scoring and co-registration of hormone receptors in tumor areas in whole slide images of breast cancer tissue slides.

Trahearn N, Tsang YW, Cree IA, Snead D, Epstein D, Rajpoot N. Trahearn N, et al. Among authors: snead d. Cytometry A. 2017 Jun;91(6):585-594. doi: 10.1002/cyto.a.23035. Epub 2016 Dec 23. Cytometry A. 2017. PMID: 28009468 Free article.

9

Stain Deconvolution Using Statistical Analysis of Multi-Resolution Stain Colour Representation.

Alsubaie N, Trahearn N, Raza SE, Snead D, Rajpoot NM. Alsubaie N, et al. Among authors: snead d. PLoS One. 2017 Jan 11;12(1):e0169875. doi: 10.1371/journal.pone.0169875. eCollection 2017. PLoS One. 2017. PMID: 28076381 Free PMC article.

10

Hyper-Stain Inspector: A Framework for Robust Registration and Localised Co-Expression Analysis of Multiple Whole-Slide Images of Serial Histology Sections.

Trahearn N, Epstein D, Cree I, Snead D, Rajpoot N. Trahearn N, et al. Among authors: snead d. Sci Rep. 2017 Jul 17;7(1):5641. doi: 10.1038/s41598-017-05511-w. Sci Rep. 2017. PMID: 28717124 Free PMC article.

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