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Items: 11


Deep Learning for Whole Slide Image Analysis: An Overview.

Dimitriou N, Arandjelović O, Caie PD.

Front Med (Lausanne). 2019 Nov 22;6:264. doi: 10.3389/fmed.2019.00264. eCollection 2019. Review.


A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis.

Dimitriou N, Arandjelović O, Harrison DJ, Caie PD.

NPJ Digit Med. 2018 Oct 2;1:52. doi: 10.1038/s41746-018-0057-x. eCollection 2018.


Novel Internationally Verified Method Reports Desmoplastic Reaction as the Most Significant Prognostic Feature For Disease-specific Survival in Stage II Colorectal Cancer.

Nearchou IP, Kajiwara Y, Mochizuki S, Harrison DJ, Caie PD, Ueno H.

Am J Surg Pathol. 2019 Sep;43(9):1239-1248. doi: 10.1097/PAS.0000000000001304.


Automated tumour budding quantification by machine learning augments TNM staging in muscle-invasive bladder cancer prognosis.

Brieu N, Gavriel CG, Nearchou IP, Harrison DJ, Schmidt G, Caie PD.

Sci Rep. 2019 Mar 26;9(1):5174. doi: 10.1038/s41598-019-41595-2.


Automated Analysis of Lymphocytic Infiltration, Tumor Budding, and Their Spatial Relationship Improves Prognostic Accuracy in Colorectal Cancer.

Nearchou IP, Lillard K, Gavriel CG, Ueno H, Harrison DJ, Caie PD.

Cancer Immunol Res. 2019 Apr;7(4):609-620. doi: 10.1158/2326-6066.CIR-18-0377. Epub 2019 Mar 7. Erratum in: Cancer Immunol Res. 2019 Aug;7(8):1381.


Novel histopathologic feature identified through image analysis augments stage II colorectal cancer clinical reporting.

Caie PD, Zhou Y, Turnbull AK, Oniscu A, Harrison DJ.

Oncotarget. 2016 Jul 12;7(28):44381-44394. doi: 10.18632/oncotarget.10053.


Next-Generation Pathology.

Caie PD, Harrison DJ.

Methods Mol Biol. 2016;1386:61-72. doi: 10.1007/978-1-4939-3283-2_4. Review.


Quantification of tumour budding, lymphatic vessel density and invasion through image analysis in colorectal cancer.

Caie PD, Turnbull AK, Farrington SM, Oniscu A, Harrison DJ.

J Transl Med. 2014 Jun 1;12:156. doi: 10.1186/1479-5876-12-156.


Human tissue in systems medicine.

Caie PD, Schuur K, Oniscu A, Mullen P, Reynolds PA, Harrison DJ.

FEBS J. 2013 Dec;280(23):5949-56. doi: 10.1111/febs.12550. Epub 2013 Oct 29. Review.


Comparison of methods for image-based profiling of cellular morphological responses to small-molecule treatment.

Ljosa V, Caie PD, Ter Horst R, Sokolnicki KL, Jenkins EL, Daya S, Roberts ME, Jones TR, Singh S, Genovesio A, Clemons PA, Carragher NO, Carpenter AE.

J Biomol Screen. 2013 Dec;18(10):1321-9. doi: 10.1177/1087057113503553. Epub 2013 Sep 17.


High-content phenotypic profiling of drug response signatures across distinct cancer cells.

Caie PD, Walls RE, Ingleston-Orme A, Daya S, Houslay T, Eagle R, Roberts ME, Carragher NO.

Mol Cancer Ther. 2010 Jun;9(6):1913-26. doi: 10.1158/1535-7163.MCT-09-1148. Epub 2010 Jun 8.

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