A deep learning framework assisted echocardiography with diagnosis, lesion localization, phenogrouping heterogeneous disease, and anomaly detection

Echocardiography is the first-line diagnostic technique for heart diseases. Although artificial intelligence techniques have made great improvements in the analysis of echocardiography, the major limitations remain to be the built neural networks are normally adapted to a few diseases and specific e...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Bohan, Chang, Hao, Yang, Dong, Yang, Feifei, Wang, Qiushuang, Deng, Yujiao, Li, Lijun, Lv, Wenqing, Zhang, Bo, Yu, Liheng, Burkhoff, Daniel, He, Kunlun
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/PMC9807607/
https://www.ncbi.nlm.nih.gov/pubmed/36593284
http://dx.doi.org/10.1038/s41598-022-27211-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9807607/
https://www.ncbi.nlm.nih.gov/pubmed/36593284
http://dx.doi.org/10.1038/s41598-022-27211-w

Ejemplares similares