Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis
Author:
Affiliation:
1. Institute for Signals, Systems and Computational Intelligence, sinc(i) CONICET-UNL, Santa Fe, Argentina
2. Health Informatics Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
Funder
Universidad Nacional del Litoral
Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software
Link
http://xplorestaging.ieee.org/ielx7/42/10035777/09963582.pdf?arnumber=9963582
Reference57 articles.
1. Generating 3D Faces Using Convolutional Mesh Autoencoders
2. THE CARDIOTHORACIC RATIO
3. Variational graph auto-encoders;kipf;arXiv 1611 07308,2016
4. Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays
5. Training Models of Shape from Sets of Examples
Cited by 19 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. Prognosis prediction based on liver histopathological image via graph deep learning and transformer;Applied Soft Computing;2024-08
2. Fitting Skeletal Models via Graph-Based Learning;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27
3. CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images;Scientific Data;2024-05-17
4. HGSNet: A hypergraph network for subtle lesions segmentation in medical imaging;IET Image Processing;2024-04-19
5. BIOMEDICAL IMAGE SEGMENTATION BASED ON DEEP LEARNING ALGORITHMS;Journal of Mechanics in Medicine and Biology;2024-03
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3