Deep learning model based on two-dimensional ultrasound images for preoperative prediction of breast cancer lymphovascular invasion: a human-machine comparison study

LAI Jinyu; ZHONG Lichang; SHI Lin; MA Fang; LI Weimei; GU Liping

doi:10.19732/j.cnki.2096-6210.2025.03.001

Oncoradiology, Volume. 34, Issue 3, 201(2025)

Deep learning model based on two-dimensional ultrasound images for preoperative prediction of breast cancer lymphovascular invasion: a human-machine comparison study

LAI Jinyu, ZHONG Lichang^*, SHI Lin, MA Fang, LI Weimei, and GU Liping

Author Affiliations

Department of Ultrasound in Medicine, Sixth People's Hospital Affiliated to Medical College of Shanghai Jiao Tong University, Shanghai 200233, China

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LAI Jinyu, ZHONG Lichang, SHI Lin, MA Fang, LI Weimei, GU Liping. Deep learning model based on two-dimensional ultrasound images for preoperative prediction of breast cancer lymphovascular invasion: a human-machine comparison study[J]. Oncoradiology, 2025, 34(3): 201

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Received: Feb. 5, 2025

Accepted: Aug. 22, 2025

Published Online: Aug. 22, 2025

The Author Email: ZHONG Lichang (tjuzhonglichang@163.com)

DOI:10.19732/j.cnki.2096-6210.2025.03.001

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