A survey of label-noise deep learning for medical image analysis
J Shi, K Zhang, C Guo, Y Yang, Y Xu, J Wu - Medical Image Analysis, 2024 - Elsevier
Several factors are associated with the success of deep learning. One of the most important
reasons is the availability of large-scale datasets with clean annotations. However, obtaining …
reasons is the availability of large-scale datasets with clean annotations. However, obtaining …
Agent Based Fetal Face Segmentation for Standard Plane Localization in 3D Ultrasound
J Huang, R Wang, W Jiang, S Shao… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In practice, fetal 3D ultrasound can have difficulty in accurately detecting labels for auxiliary
standard cut plane localization because of mass loss. Therefore, in this paper, we propose a …
standard cut plane localization because of mass loss. Therefore, in this paper, we propose a …
Localizing Standard Plane in 3D Fetal Ultrasound
Ultrasound (US) is the primary screening modality for assessing fetal health and
development, due to its cost-effectiveness, real-time capabilities, and radiation-free nature …
development, due to its cost-effectiveness, real-time capabilities, and radiation-free nature …