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Jack Breen
Jack Breen
Postgraduate Researcher, University of Leeds
Verified email at leeds.ac.uk
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Year
Mitosis domain generalization in histopathology images—the MIDOG challenge
M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ...
Medical Image Analysis 84, 102699, 2023
852023
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
232022
Artificial intelligence in ovarian cancer histopathology: a systematic review
J Breen, K Allen, K Zucker, P Adusumilli, A Scarsbrook, G Hall, NM Orsi, ...
NPJ Precision Oncology 7 (1), 83, 2023
112023
Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images
J Breen, K Zucker, NM Orsi, N Ravikumar
Lecture Notes in Computer Science 13166, 14-22, 2022
112022
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning
J Breen, K Allen, K Zucker, G Hall, NM Orsi, N Ravikumar
Proceedings of SPIE 12471 12471, 2023
62023
Generative Adversarial Networks for Stain Normalisation in Histopathology
J Breen, K Zucker, K Allen, N Ravikumar, NM Orsi
Applications of Generative AI, 227-247, 2024
12024
Artificial Intelligence in Ovarian Digital Pathology
KE Allen, P Adusumilli, J Breen, G Hall, NM Orsi
Pathology of the Ovary, Fallopian Tube and Peritoneum, 731-749, 2024
12024
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning
J Breen, K Allen, K Zucker, G Hall, N Ravikumar, NM Orsi
arXiv preprint arXiv:2310.12866, 2023
12023
# 900 Comparative evaluation of ovarian carcinoma subtyping in primary versus interval debulking surgery specimen whole slide images using artificial intelligence
KE Allen, J Breen, G Hall, K Zucker, N Ravikumar, NM Orsi
International Journal of Gynecologic Cancer 33 (Suppl 3), 2023
12023
Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification
J Breen, K Allen, K Zucker, L Godson, NM Orsi, N Ravikumar
arXiv preprint arXiv:2405.09990, 2024
2024
Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
J Breen, K Allen, K Zucker, NM Orsi, N Ravikumar
arXiv preprint arXiv:2311.13956, 2023
2023
Creation of a World-Leading Digital Pathology Dataset of Tubo-ovarian and Peritoneal Carcinomas for Development of Artificial Intelligence Models
K Allen, A Bano, J Breen, K Zucker, N Ravikumar, G Hall, N Orsi
JOURNAL OF PATHOLOGY 261 (SUPPL 1), S36-S36, 2023
2023
Can AI replace the Gynaecological Pathologist in Reporting Tumours of the Ovary, Fallopian Tube and Peritoneum? A Proposed Roadmap
K Allen, J Breen, K Zucker, N Ravikumar, G Hall, N Orsi
JOURNAL OF PATHOLOGY 261 (SUPPL 1), S36-S36, 2023
2023
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