Heather D. Couture

According to our database, Heather D. Couture authored at least 8 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Inferring Carbon Dioxide Emissions From Power Plants Using Satellite Imagery and Machine Learning.

Madison Hobbs, Ali Rouzbeh Kargar, Heather D. Couture, Jeremy Freeman, Isabella Söldner-Rembold, André Ferreira, Jeyavinoth Jeyaratnam, Joseph O'Connor, Jordan Lewis, Hannes Koenig, Colin McCormick, Tiffany Nakano, Charmaine Dalisay, Aaron Davitt, Lee Gans, Christy Lewis, Gabriela Volpato, Matthew Gray, Gavin McCormick

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review.

Heather D. Couture

CoRR, 2022

2019

Discriminative Representations for Heterogeneous Images and Multimodal Data.

Heather D. Couture

PhD thesis, 2019

Deep Multi-View Learning via Task-Optimal CCA.

Heather D. Couture, Roland Kwitt, J. S. Marron, Melissa A. Troester, Charles M. Perou, Marc Niethammer

CoRR, 2019

2018

Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology.

Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2015

Appearance normalization of histology slides.

Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron, John T. Woosley, Marc Niethammer

Comput. Medical Imaging Graph., 2015

Hierarchical task-driven feature learning for tumor histology.

Heather D. Couture, J. S. Marron, Nancy E. Thomas, Charles M. Perou, Marc Niethammer

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Topological Descriptors of Histology Images.

Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014