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Heather D. Couture

Lineage Cell Therapeutics (United States) US

0000-0001-5528-3149

19

Publications

540

Citations

7

H-Index

6

i10-Index

4.0

2yr Mean Cite

-

Cite/Paper

Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar

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Publication & Citation Trends

Publications

19 total

Estimating Carbon Dioxide Emissions from Power Plant Water Vapor Plumes Using Satellite Imagery and Machine Learning PDF

Heather D. Couture, Madison Alvara, Jeremy Freeman, Aaron Davitt, Hannes Koenig et al. - Remote Sensing, 2024

Cited by 9 OpenAlex

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

Heather D. Couture - Journal of Personalized Medicine, 2022

Cited by 36 OpenAlex

Joint and individual analysis of breast cancer histologic images and genomic covariates PDF

Iain Carmichael, Benjamin C. Calhoun, Katherine A. Hoadley, Melissa A. Troester, Joseph Geradts et al. - The Annals of Applied Statistics, 2021

Cited by 16 OpenAlex

Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype PDF

Heather D. Couture, Lindsay A. Williams, Joseph Geradts, Sarah J. Nyante, Eboneé N. Butler et al. - npj Breast Cancer, 2018

Cited by 326 OpenAlex

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 - Lecture notes in computer science, 2018

Cited by 68 OpenAlex

Appearance normalization of histology slides PDF

Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron et al. - Computerized Medical Imaging and Graphics, 2015

Cited by 32 OpenAlex

Topological Descriptors of Histology Images

Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer - Lecture notes in computer science, 2014

Cited by 33 OpenAlex

Research Topics

AI in cancer detection (12) Cell Image Analysis Techniques (5) Radiomics and Machine Learning in Medical Imaging (4) Digital Imaging for Blood Diseases (4) Image Retrieval and Classification Techniques (3)

Affiliations

University of North Carolina at Chapel Hill

US 2023 - 2014

Lineage Cell Therapeutics (United States)

US 2024 - 2024

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