Towards precision medicine based on a continuous deep learning optimization and ensemble approach

Towards precision medicine based on a continuous deep learning optimization and ensemble approach

Abstract We developed a continuous learning system (CLS) based on deep learning and optimization and ensemble approach, and conducted a retrospective data simulated prospective study using ultrasound images of breast masses for precise diagnoses. We extracted 629 breast masses and 2235 images from 5...

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Bibliographic Details
Main Authors: Jian Li, Linyuan Jin, Zhiyuan Wang, Qinghai Peng, Yueai Wang, Jia Luo, Jiawei Zhou, Yingying Cao, Yanfen Zhang, Min Zhang, Yuewen Qiu, Qiang Hu, Liyun Chen, Xiaoyu Yu, Xiaohui Zhou, Qiong Li, Shu Zhou, Si Huang, Dan Luo, Xingxing Mao, Yi Yu, Xiaomeng Yang, Chiling Pan, Hongxin Li, Jingchao Wang, Jieke Liao
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00759-1

Internet

https://doi.org/10.1038/s41746-023-00759-1

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