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Peter Caie
Peter Caie
Verified email at st-andrews.ac.uk
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Cited by
Year
Deep learning for whole slide image analysis: an overview
N Dimitriou, O Arandjelović, PD Caie
Frontiers in medicine 6, 264, 2019
2602019
Comparison of methods for image-based profiling of cellular morphological responses to small-molecule treatment
V Ljosa, PD Caie, R Ter Horst, KL Sokolnicki, EL Jenkins, S Daya, ...
Journal of biomolecular screening 18 (10), 1321-1329, 2013
1792013
High-content phenotypic profiling of drug response signatures across distinct cancer cells
PD Caie, RE Walls, A Ingleston-Orme, S Daya, T Houslay, R Eagle, ...
Molecular cancer therapeutics 9 (6), 1913-1926, 2010
1742010
Automated analysis of lymphocytic infiltration, tumor budding, and their spatial relationship improves prognostic accuracy in colorectal cancer
IP Nearchou, K Lillard, CG Gavriel, H Ueno, DJ Harrison, PD Caie
Cancer immunology research 7 (4), 609-620, 2019
742019
Quantification of tumour budding, lymphatic vessel density and invasion through image analysis in colorectal cancer
PD Caie, AK Turnbull, SM Farrington, A Oniscu, DJ Harrison
Journal of translational medicine 12, 1-12, 2014
612014
Precision medicine in digital pathology via image analysis and machine learning
PD Caie, N Dimitriou, O Arandjelović
Artificial intelligence and deep learning in pathology, 149-173, 2021
562021
Automated tumour budding quantification by machine learning augments TNM staging in muscle-invasive bladder cancer prognosis
N Brieu, CG Gavriel, IP Nearchou, DJ Harrison, G Schmidt, PD Caie
Scientific reports 9 (1), 5174, 2019
512019
A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis
N Dimitriou, O Arandjelović, DJ Harrison, PD Caie
NPJ digital medicine 1 (1), 52, 2018
502018
Colorectal cancer outcome prediction from H&E whole slide images using machine learning and automatically inferred phenotype profiles
X Yue, N Dimitriou, O Arandjelovic
arXiv preprint arXiv:1902.03582, 2019
482019
Spatial immune profiling of the colorectal tumor microenvironment predicts good outcome in stage II patients
IP Nearchou, BM Gwyther, ECT Georgiakakis, CG Gavriel, K Lillard, ...
NPJ digital medicine 3 (1), 71, 2020
452020
Novel internationally verified method reports desmoplastic reaction as the most significant prognostic feature for disease-specific survival in stage II colorectal cancer
IP Nearchou, Y Kajiwara, S Mochizuki, DJ Harrison, PD Caie, H Ueno
The American Journal of Surgical Pathology 43 (9), 1239-1248, 2019
402019
Novel histopathologic feature identified through image analysis augments stage II colorectal cancer clinical reporting
PD Caie, Y Zhou, AK Turnbull, A Oniscu, DJ Harrison
Oncotarget 7 (28), 44381, 2016
302016
Domain adaptation-based augmentation for weakly supervised nuclei detection
N Brieu, A Meier, A Kapil, R Schoenmeyer, CG Gavriel, PD Caie, ...
arXiv preprint arXiv:1907.04681, 2019
242019
Assessment of immunological features in muscle-invasive bladder cancer prognosis using ensemble learning
CG Gavriel, N Dimitriou, N Brieu, IP Nearchou, O Arandjelović, G Schmidt, ...
Cancers 13 (7), 1624, 2021
232021
A comparison of methods for studying the tumor microenvironment's spatial heterogeneity in digital pathology specimens
IP Nearchou, DA Soutar, H Ueno, DJ Harrison, O Arandjelovic, PD Caie
Journal of Pathology Informatics 12 (1), 6, 2021
202021
Prognostic significance of mesothelin expression in colorectal cancer disclosed by area-specific four-point tissue microarrays
T Shiraishi, E Shinto, IP Nearchou, H Tsuda, Y Kajiwara, T Einama, ...
Virchows Archiv 477, 409-420, 2020
182020
AZ20, a novel potent and selective inhibitor of ATR kinase with in vivo antitumour activity
X Jacq, L Smith, E Brown, A Hughes, R Odedra, D Heathcote, J Barnes, ...
Cancer Research 72 (8_Supplement), 1823-1823, 2012
162012
Human tissue in systems medicine
PD Caie, K Schuur, A Oniscu, P Mullen, PA Reynolds, DJ Harrison
The FEBS journal 280 (23), 5949-5956, 2013
152013
Prognostic features of the tumour microenvironment in oesophageal adenocarcinoma
R McShane, S Arya, AJ Stewart, PD Caie, M Bates
Biochimica et Biophysica Acta (BBA)-Reviews on Cancer 1876 (2), 188598, 2021
102021
Generative deep learning in digital pathology workflows
D Morrison, D Harris-Birtill, PD Caie
The American Journal of Pathology 191 (10), 1717-1723, 2021
102021
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Articles 1–20