Volumetric breast density estimation from three-dimensional reconstructed digital breast tomosynthesis images using deep learning

Authors

Vinayak S Ahluwalia, University of Pennsylvania
Nehal Doiphode, Columbia University
Walter C Mankowski, Columbia University
Eric A Cohen, University of Pennsylvania
Sarthak Pati, Indiana University
Lauren Pantalone, University of Pennsylvania
Spyridon Bakas, University of Pennsylvania
Ari Brooks, University of Pennsylvania
Celine M Vachon, Mayo Clinic
Emily F Conant, University of Pennsylvania
Aimilia Gastounioti, Washington University School of Medicine in St. Louis
Despina Kontos, Columbia University

Journal

JCO Clinical Cancer Informatics

Publication Date

12-1-2024

Volume

8

First Page

e2400103

Document Type

Open Access Publication

DOI

10.1200/CCI.24.00103

Rights and Permissions

Ahluwalia VS, Doiphode N, Mankowski WC, Cohen EA, Pati S, Pantalone L, Bakas S, Brooks A, Vachon CM, Conant EF, Gastounioti A, Kontos D. Volumetric Breast Density Estimation From Three-Dimensional Reconstructed Digital Breast Tomosynthesis Images Using Deep Learning. JCO Clin Cancer Inform. 2024 Dec;8:e2400103. doi: 10.1200/CCI.24.00103. © 2024 by American Society of Clinical Oncology. Creative Commons Attribution Non-Commercial No Derivatives 4.0 License: http://creativecommons.org/licenses/by-nc-nd/4.0/

Recommended Citation

Ahluwalia, Vinayak S; Doiphode, Nehal; Mankowski, Walter C; Cohen, Eric A; Pati, Sarthak; Pantalone, Lauren; Bakas, Spyridon; Brooks, Ari; Vachon, Celine M; Conant, Emily F; Gastounioti, Aimilia; and Kontos, Despina, "Volumetric breast density estimation from three-dimensional reconstructed digital breast tomosynthesis images using deep learning." JCO Clinical Cancer Informatics. 8, e2400103 (2024).
https://digitalcommons.wustl.edu/oa_4/4603

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.