HistoClean: open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks

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2025

Train for stain: adapting for diverse H&E staining profiles across centers in classification of mitotic figures (GLIOMA-MDC 2025)
Brown, A., Porter, V., Baine, A. & Gault, R., 12 Mar 2025, (Accepted) 2025 IEEE International Symposium on Biomedical Imaging (ISBI): Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Symposium on Biomedical Imaging (ISBI): Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2022
Influence of magnification in deep learning aided image segmentation in histological digital image analysis
McCombe, K. D., Craig, S. G., James, J. A. & Gault, R., 31 Aug 2022, Proceedings of the 24th Irish Machine Vision and Image Processing Conference. Irish Pattern Recognition & Classification Society, p. 161-164
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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