Hierarchical class incremental learning of anatomical structures in fetal echocardiography videos
This paper proposes an ultrasound video interpretation algorithm that enables novel classes or instances to be added over time, without significantly affecting prediction abilities on prior representations. The motivating application is fetal echocardiography in midtrimester scans. In this applicati...
Main Authors: | Noble, JA, Patra, A |
---|---|
格式: | Journal article |
语言: | English |
出版: |
Institute of Electrical and Electronics Engineers
2020
|
相似书籍
-
Multi-anatomy localization in fetal echocardiography videos
由: Patra, A, et al.
出版: (2019) -
Incremental learning of fetal heart anatomies using interpretable saliency maps
由: Patra, A, et al.
出版: (2020) -
Learning spatio-temporal aggregation for fetal heart analysis in ultrasound video
由: Patra, A, et al.
出版: (2017) -
Automated description and workflow analysis of fetal echocardiography in first-trimester ultrasound video scans
由: Yasrab, R, et al.
出版: (2023) -
Fetal echocardiography
由: Nitin G. Chaubal, et al.
出版: (2009-01-01)