Heather D. Couture

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Multiple Instance

Appearance Cues

Satellite Imagery

Top Venues

Publications

Heather D. Couture, Madison Alvara, Jeremy Freeman, Aaron Davitt, Hannes Koenig, Ali Rouzbeh Kargar, Joseph O'Connor, Isabella Söldner-Rembold, André Ferreira, Jeyavinoth Jeyaratnam, Jordan Lewis, Colin McCormick, Tiffany Nakano, Charmaine Dalisay, Christy Lewis, Gabriela Volpato, Matthew Gray, Gavin McCormick
Estimating Carbon Dioxide Emissions from Power Plant Water Vapor Plumes Using Satellite Imagery and Machine Learning. Remote. Sens. 16 (7) (2024)
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
Inferring Carbon Dioxide Emissions From Power Plants Using Satellite Imagery and Machine Learning. IGARSS (2023)
Heather D. Couture
Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review. CoRR (2022)
Heather D. Couture, Roland Kwitt, J. S. Marron, Melissa A. Troester, Charles M. Perou, Marc Niethammer
Deep Multi-View Learning via Task-Optimal CCA. CoRR (2019)
Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. MICCAI (2) (2018)
Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. CoRR (2018)
Heather D. Couture, J. S. Marron, Nancy E. Thomas, Charles M. Perou, Marc Niethammer
Hierarchical task-driven feature learning for tumor histology. ISBI (2015)
Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron, John T. Woosley, Marc Niethammer
Appearance normalization of histology slides. Comput. Medical Imaging Graph. 43 (2015)
Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer
Topological Descriptors of Histology Images. MLMI (2014)