Research output per year
Research output per year
Personal profile
Research interests
Artificial Intelligence; Machine Learning; Computer Vision; Computational Pathology; Medical Image Analysis; Generative AI;
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Craig Myles is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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SurGen: 1020 H&E-stained whole slide images with survival and genetic markers
Myles, C., Um, I., Marshall, C., Harris-Birtill, D. & Harrison, D., 2025, In: GigaScience. 14, p. 1-16 16 p., giaf086.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Leveraging foundation models for enhanced detection of colorectal cancer biomarkers in small datasets
Myles, C., Um, I. H., Harrison, D. J. & Harris-Birtill, D. C. C., 24 Jul 2024, Medical image understanding and analysis: 28th annual conference, MIUA 2024, Manchester, UK, July 24–26, 2024, proceedings, part I. Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R. (eds.). Cham: Springer, p. 329-343 (Lecture notes in computer science; vol. 14859).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
A divide and conquer approach to maximise deep learning mammography classification accuracies
Jaamour, A., Myles, C., Patel, A., Chen, S.-J., McMillan, L. & Harris-Birtill, D., 26 May 2023, In: PLoS ONE. 18, 5, 24 p., e0280841.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
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SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers
Myles, C. G. G. (Creator), Um, I. H. (Creator), Marshall, C. (Creator), Harris-Birtill, D. C. C. (Creator) & Harrison, D. J. (Creator), EMBL-EBI, 24 Jul 2024
DOI: 10.6019/S-BIAD1285, https://www.ebi.ac.uk/biostudies/bioimages/studies/S-BIAD1285
Dataset
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Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning-Publication: PLOS ONE Submission (code)
Jaamour, A. (Creator) & Myles, C. G. G. (Creator), Zenodo, 2023
Dataset: Software
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Supporting data for "SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers"
Myles, C. (Creator), Um, I. (Creator), Marshall, C. (Creator), Harris-Birtill, D. (Creator) & Harrison, D. (Creator), GigaDB, 2025
DOI: 10.5524/102725
Dataset
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Patch-level UNI feature embeddings from colorectal cancer whole slide images (WSIs) in the SurGen dataset
Myles, C. (Creator), Um, I. H. (Creator), Marshall, C. (Creator), Harris-Birtill, D. (Creator) & Harrison, D. J. (Creator), Zenodo, 24 Dec 2024
Dataset
Activities
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Doors Open @ Computer Science 2025
Hoffmann, R. (Chair of organising committee), Ross, K. (Member of organising committee), Ardati, A. A. (Participant), Dearle, A. (Participant), Connor, R. (Participant), Claydon, B. (Participant), Miller, A. (Participant), Sturdee, M. (Participant), Miguel, A. R. (Participant), Manataki, A. (Participant), Cassidy, C. A. (Participant), Pisani, S. (Participant), Brown, C. M. (Participant), Barwell, A. D. (Participant), Myles, C. G. G. (Participant), Harris-Birtill, D. C. C. (Participant), Morrison, D. (Participant), Balasubramaniam, D. (Participant), Dang, N. T. T. (Participant), Brady, E. C. (Participant), Terzic, K. (Participant), Kadi, H. A. (Participant), Oliver, I. A. (Participant), Kennedy, S. E. (Participant), Espasa Arxer, J. (Participant), Ye, J. (Participant), Clarke, L. (Participant), Jacques, J. T. (Participant), Young, M. (Participant), Chang, M. S. (Participant), Akgun, O. (Participant), Gent, I. P. (Participant), Jefferson, C. A. (Participant), Konovalov, O. (Participant), Loughney, J. P. (Participant), Letham, R. (Participant), Metcalfe, T. (Participant), Henderson, T. (Participant), Zhang, J. (Participant), Nguyen, R. (Participant), Halite, A. (Participant), Leal Teixeira Gondim Simao, A. (Participant), Ozkaya, A. (Participant), Powell, V. (Participant), Watson, H. (Participant), Nickson, M. (Participant), Sullivan, J. (Participant) & Michalovits, S. (Participant)
1 May 2025Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event
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Medical Image Understanding and Analysis: 28th Annual Event
Myles, C. G. G. (Participant)
24 Jul 2024 → 26 Jul 2024Activity: Participating in or organising an event types › Participation in or organising a conference
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Scottish Informatics and Computer Science Alliance 2024
Myles, C. G. G. (Participant)
8 Jul 2024 → 10 Jul 2024Activity: Participating in or organising an event types › Participation in or organising a conference
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Doors Open @ Computer Science 2024
Hoffmann, R. (Chair of organising committee), Ross, K. (Member of organising committee), Halite, A. (Participant), Mann, A. (Participant), Dearle, A. (Participant), Banks, A. (Participant), Lin, A. (Participant), Boyce, A. (Participant), Manataki, A. (Participant), Singh, A. (Participant), Huang, A. (Participant), Eccles, B. J. (Participant), Claydon, B. (Participant), Varghese, B. (Participant), Clues, C. (Participant), Naughton, C. (Participant), Brown, C. M. (Participant), Myles, C. G. G. (Participant), Kennedy, D. (Participant), Morrison, D. (Participant), Saikumar, D. (Participant), Balasubramaniam, D. (Participant), Brady, E. C. (Participant), Jenkins, E. (Participant), Spillane, E. (Participant), Leitner, F. (Participant), Haywood, G. T. (Participant), Rasheed, H. (Participant), Waller, J. (Participant), Herbert, J. (Participant), Espasa Arxer, J. (Participant), Williamson, J. (Participant), Loughney, J. (Participant), Zhang, J. (Participant), Wang, R. (Participant), Garriock, K. (Participant), Davies, K. (Participant), Clarke, L. (Participant), Laverty, L. (Participant), Andrei, M. (Participant), Young, M. (Participant), Chang, M. S. (Participant), Martin, N. (Participant), Dewally, N. (Participant), Akgun, O. (Participant), Ng, P. (Participant), Connor, R. (Participant), Letham, R. (Participant), Kirkpatrick, R. (Participant), McQuistin, S. (Participant), Yuan, V. (Participant), Tronciu, V. (Participant), Law, Y. N. (Participant) & Zhang, Y. (Participant)
11 Apr 2024Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event