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

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 561 cases...

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Detalles Bibliográficos
Autores principales: Li, Jian, Jin, Linyuan, Wang, Zhiyuan, Peng, Qinghai, Wang, Yueai, Luo, Jia, Zhou, Jiawei, Cao, Yingying, Zhang, Yanfen, Zhang, Min, Qiu, Yuewen, Hu, Qiang, Chen, Liyun, Yu, Xiaoyu, Zhou, Xiaohui, Li, Qiong, Zhou, Shu, Huang, Si, Luo, Dan, Mao, Xingxing, Yu, Yi, Yang, Xiaomeng, Pan, Chiling, Li, Hongxin, Wang, Jingchao, Liao, Jieke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9898519/
https://www.ncbi.nlm.nih.gov/pubmed/36737644
http://dx.doi.org/10.1038/s41746-023-00759-1

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