Deep Learning for Automatic Detection and Segmentation from CT Angiography of Deep Inferior Epigastric Vascular Structures for Preoperative Planning of TRAM Flap Surgeries

Authors

Josephine Chen, The University of Texas MD Anderson Cancer Center
Jong Bum Son, The University of Texas MD Anderson Cancer Center
Jingfei Ma PhD, The University of Texas MD Anderson Cancer Center
Jia Sun, The University of Texas MD Anderson Cancer Center
Greg Reece, The University of Texas MD Anderson Cancer Center
Miral Patel, The University of Texas MD Anderson Cancer Center
Huong Le-Petross MD, The University of Texas MD Anderson Cancer Center

Files

Program Affiliation

Summer Imaging Research Program

Keywords

TRAM flap, breast reconstruction, deep inferior epigastric arteries, deep learning, nnU-Net

Recommended Citation

Chen, Josephine; Bum Son, Jong; Ma, Jingfei PhD; Sun, Jia; Reece, Greg; Patel, Miral; and Le-Petross, Huong MD, "Deep Learning for Automatic Detection and Segmentation from CT Angiography of Deep Inferior Epigastric Vascular Structures for Preoperative Planning of TRAM Flap Surgeries" (2023). 2023 Summer Experience. 124.
https://openworks.mdanderson.org/sumexp23/124