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• Heather D. Couture, Roland Kwitt, J. S. Marron, Melissa A. Troester, Charles M. Perou, Marc Niethammer (2019). Deep Multi-View Learning via Task-Optimal CCA. CoRR.

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• Heather D. Couture, Lindsay A. Williams, Joseph Geradts, Sarah J. Nyante, Ebonee N. Butler, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer (2018). Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype. NPJ breast cancer.

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• Heather D. Couture, Lindsay A. Williams, Joseph Geradts, Sarah J. Nyante, Ebonee N. Butler, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer (2018). Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype. NPJ breast cancer.

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• Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer (2018). Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II.

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• Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron, John T. Woosley, Marc Niethammer (2015). Appearance normalization of histology slides. Comput. Medical Imaging Graph..

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• Heather D. Couture, J. S. Marron, Nancy E. Thomas, Charles M. Perou, Marc Niethammer (2015). Hierarchical task-driven feature learning for tumor histology. 12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015.

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• Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer (2014). Topological Descriptors of Histology Images. Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings.

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