Are 3D better than 2D Convolutional Neural Networks for Medical Imaging Semantic Segmentation?
Author:
Affiliation:
1. Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy
2. Centre for Health Data Science, Human Technopole,Milan,Italy
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9891857/9889787/09892850.pdf?arnumber=9892850
Reference21 articles.
1. Two-stage cascaded u-net:1st place solution to brats challenge 2019 segmentation task;jiang;International MICCAI Brainlesion Workshop,2019
2. Brain tumor segmentation with self-ensembled, deeply-supervised 3d u-net neural networks: a brats 2020 challenge solution;henry;International MICCAI Brainlesion Workshop,2020
3. Evaluation of multislice inputs to convolutional neural networks for medical image segmentation
4. The multimodal brain tumor image segmentation benchmark (brats);menze;IEEE Transactions on Medical Imaging,2014
5. Advancing the cancer genome atlas glioma mri collections with expert segmentation labels and radiomic features;bakas;Scientific Data,2017
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. Comparison of 2D, 2.5D, and 3D segmentation networks for maxillary sinuses and lesions in CBCT images;BMC Oral Health;2023-11-15
2. Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection;Journal of Food Science;2023-10-25
3. Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images;2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS);2023-06
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