| Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype HD Couture, LA Williams, J Geradts, SJ Nyante, EN Butler, JS Marron, ... NPJ breast cancer 4 (1), 30, 2018 | 314 | 2018 |
| Systems and methods for semantically classifying shots in video H Dunlop, MG Berry US Patent 8,311,344, 2012 | 203 | 2012 |
| Multiple instance learning for heterogeneous images: Training a cnn for histopathology HD Couture, JS Marron, CM Perou, MA Troester, M Niethammer Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 73 | 2018 |
| Multi-scale features for detection and segmentation of rocks in mars images H Dunlop, DR Thompson, D Wettergreen 2007 IEEE conference on computer vision and pattern recognition, 1-7, 2007 | 64 | 2007 |
| Topological descriptors of histology images N Singh, HD Couture, JS Marron, C Perou, M Niethammer Machine Learning in Medical Imaging: 5th International Workshop, MLMI 2014 …, 2014 | 53 | 2014 |
| Systems and methods for semantically classifying and extracting shots in video H Dunlop, M Berry US Patent 9,020,263, 2015 | 37 | 2015 |
| Automatic rock detection and classification in natural scenes H Dunlop Masters Thesis, Carnegie Mellon University, 2006 | 36 | 2006 |
| Appearance normalization of histology slides J Vicory, HD Couture, NE Thomas, D Borland, JS Marron, J Woosley, ... Computerized Medical Imaging and Graphics 43, 89-98, 2015 | 35 | 2015 |
| Deep learning-based prediction of molecular tumor biomarkers from H&E: A practical review HD Couture Journal of Personalized Medicine 12 (12), 2022, 2022 | 25 | 2022 |
| Joint and individual analysis of breast cancer histologic images and genomic covariates I Carmichael, BC Calhoun, KA Hoadley, MA Troester, J Geradts, ... The annals of applied statistics 15 (4), 1697, 2021 | 20 | 2021 |
| Scene classification of images and video via semantic segmentation H Dunlop 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 20 | 2010 |
| Periods of 25 pulsating red giants JR Percy, H Dunlop, L Kassim, RR Thompson Information Bulletin on Variable Stars 5041, 1, 2001 | 15* | 2001 |
| Systems and methods for semantically classifying and normalizing shots in video H Dunlop, M Berry US Patent 9,405,976, 2016 | 12 | 2016 |
| Towards Tracking the Emissions of Every Power Plant on the Planet CMC Heather D. Couture, Joseph O’Connor, Grace Mitchell, Isabella Söldner ... NeurIPS 2020 Workshop on Tackling Climate Change with Machine Learning, 2020 | 11* | 2020 |
| Deep multi-view learning via task-optimal CCA HD Couture, R Kwitt, JS Marron, M Troester, CM Perou, M Niethammer arXiv preprint arXiv:1907.07739, 2019 | 9 | 2019 |
| Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype. npj Breast Cancer. 2018 HD Couture, LA Williams, J Geradts, SJ Nyante, EN Butler, JS Marron View in Scopus, 30, 2018 | 5 | 2018 |
| International Conference on Medical Image Computing and Computer-Assisted Intervention HD Couture, JS Marron, CM Perou, MA Troester, M Niethammer Springer, 2018 | 5 | 2018 |
| Estimating carbon dioxide emissions from power plant water vapor plumes using satellite imagery and machine learning HD Couture, M Alvara, J Freeman, A Davitt, H Koenig, A Rouzbeh Kargar, ... Remote Sensing 16 (7), 1290, 2024 | 4 | 2024 |
| Hierarchical task-driven feature learning for tumor histology HD Couture, JS Marron, NE Thomas, CM Perou, M Niethammer 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 999-1003, 2015 | 4 | 2015 |
| Inferring carbon dioxide emissions from power plants using satellite imagery and machine learning M Hobbs, AR Kargar, H Couture, J Freeman, I Söldner-Rembold, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 3 | 2023 |
