Author

K. D. McCombe

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Cancer Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

A. V. Pulsawatdi· 1 shared J. A. James· 1 shared J. I. Quezada-Marin· 1 shared M. Hagan· 1 shared M. P. Humphries· 1 shared M. Salto-Tellez· 1 shared R. Gault· 1 shared S. G. Craig· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

A. V. Pulsawatdi

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1 paper

Recent·Most cited

HistoClean: Open-source Software for Histological Image Pre-processing and Augmentation to Improve Development of Robust Convolutional Neural Networks

K. D. McCombe, S. G. Craig, A. V. Pulsawatdi, J. I. Quezada-Marin, M. Hagan, S. Rajendran, M. P. Humphries, V. Bingham, M. Salto-Tellez, R. Gault, J. A. James

HistoClean is an open-source tool for histological image pre-processing and augmentation to enhance the robustness of convolutional neural networks in detecting stromal maturity.

bioRxiv · Jun 7, 2021Cancer Biology