PWML Detection in 3D Cranial Ultrasound Volumes using Over-segmentation and Multimodal Classification with Deep Learning-Reference-Cited by-同舟云学术

PWML Detection in 3D Cranial Ultrasound Volumes using Over-segmentation and Multimodal Classification with Deep Learning

Published:2023-04-18 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)
language:
Short-container-title:

Author:

Estermann Flora¹,Kaftandjian Valérie²,Guy Philippe²,Quetin Philippe³,Delachartre Philippe¹

Affiliation:

1. Univ Lyon, INSA Lyon, Université Lyon 1, UJM-Saint Etienne, CNRS, Inserm,CREATIS UMR 5220,Lyon,France,F-69621

2. Univ Lyon, INSA Lyon, Laboratoire Vibrations Acoustique (LVA),Villeurbanne,France,F-69621

3. CH Avignon,France

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10230311/10230322/10230607.pdf?arnumber=10230607

Reference10 articles.

1. U-net: Convolutional networks for biomedical image segmentation;ronneberger;Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015),2015

2. Priority u-net: Detection of punctuate white matter lesions in preterm neonate in 3d cranial ultrasonography;erbacher;Proceedings of the Third Conference on Medical Imaging with Deep Learning (MIDL),2020

3. Deep learning-based defect detection in industrial CT volumes of castings

4. Refined Segmentation R-CNN: A Two-Stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants

5. A parasitic metric learning net for breast mass classification based on mammography

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps;Ultrasound in Medicine & Biology;2024-07

2. On punctate white matter lesions in preterm infants: Is ultrasound diagnosis feasible?;European Journal of Paediatric Neurology;2024-03

3. Vision Transformer and Multiview Classification for Lesion Detection in 3D Cranial Ultrasound;2023 IEEE International Ultrasonics Symposium (IUS);2023-09-03