Deep learning and ultrasound feature fusion model predicts the malignancy of complex cystic and solid breast nodules with color Doppler images

Abstract This study aimed to evaluate the performance of traditional-deep learning combination model based on Doppler ultrasound for diagnosing malignant complex cystic and solid breast nodules. A conventional statistical prediction model based on the ultrasound features and basic clinical informati...

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Bibliographic Details
Main Authors: Han Liu, Chun-Jie Hou, Jing-Lan Tang, Li-Tao Sun, Ke-Feng Lu, Ying Liu, Pei Du
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-37319-2