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Heather Dunlop Couture
Heather Dunlop Couture
Pixel Scientia Labs
Verified email at pixelscientia.com - Homepage
Title
Cited by
Cited by
Year
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
2582018
Systems and methods for semantically classifying shots in video
H Dunlop, MG Berry
US Patent 8,311,344, 2012
1902012
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
602018
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
542007
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
46*2014
Automatic rock detection and classification in natural scenes
H Dunlop
Masters Thesis, Carnegie Mellon University, 2006
362006
Systems and methods for semantically classifying and extracting shots in video
H Dunlop, M Berry
US Patent 9,020,263, 2015
332015
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
322015
Scene classification of images and video via semantic segmentation
H Dunlop
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
192010
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
172021
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
112016
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
10*2020
Deep learning-based prediction of molecular tumor biomarkers from H&E: a practical review
HD Couture
Journal of Personalized Medicine 12 (12), 2022, 2022
92022
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
92019
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
42015
Pulsating Red Giants: New Results
JR Percy, AG Bakos, H Dunlop, A Hussain, L Kassim, R Kastrukoff, ...
International Astronomical Union Colloquium 185, 562-565, 2002
32002
Climate TRACE-Tracking Real time Atmospheric Carbon Emissions: Making greenhouse gases emissions visible through remote sensing and artificial intelligence
A Davitt, G McCormick, C McCormick, C Lewis, G Volpato, L Sridhar, ...
AGU Fall Meeting Abstracts 2021, GC45Q-14, 2021
22021
Estimating Fossil Fuel Power Plant Carbon Dioxide Emissions Globally with Remote Sensing and Machine Learning
M Hobbs, A Rouzbeh, H Couture, J Freeman, J Jeyaratnam, J Lewis, ...
AGU23, 2023
12023
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
12023
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