One step further into the blackbox: a pilot study of how to build more confidence around an AI-based decision system of breast nodule assessment in 2D ultrasound

Dong, FJ; She, RL; Cui, C; Shi, SY; Hu, XQ; Zeng, JY; Wu, HY; Xu, JF; Zhang, Y

Zhang, Y (corresponding author), Shandong Univ, Qilu Hosp, Key Lab Cardiovasc Remodeling & Funct Res, Chinese Minist Educ, 107 Wenhuaxi Rd, Jinan 250012, Peoples R China.; Zhang, Y (corresponding author), Shandong Univ, Qilu Hosp, Key Lab Cardiovasc Remodeling & Funct Res, Chinese Minist Hlth & State, 107 Wenhuaxi Rd, Jinan 250012, Peoples R China.; Zhang, Y (corresponding author), Shandong Univ, Qilu Hosp, Key Lab Cardiovasc Remodeling & Funct Res, Shandong Prov Joint Key Lab Translat Cardiovas

EUROPEAN RADIOLOGY, 2021; 31 (7): 4991

Abstract

Objectives To investigate how a DL model makes decisions in lesion classification with a newly defined region of evidence (ROE) by incorporating "expl......

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