Transformer-based Deep Neural Network for Breast Cancer Classification on Digital Breast Tomosynthesis Images
Author:
Affiliation:
1. From Lunit, 5F, 374 Gangnam-daero, Gangnam-gu, Seoul 06241, Republic of Korea.
Funder
Lunit
Publisher
Radiological Society of North America (RSNA)
Subject
Artificial Intelligence,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology
Link
http://pubs.rsna.org/doi/pdf/10.1148/ryai.220159
Reference12 articles.
1. A review of breast tomosynthesis. Part I. The image acquisition process
2. A review of breast tomosynthesis. Part II. Image reconstruction, processing and analysis, and advanced applications
3. Digital Breast Tomosynthesis: Concepts and Clinical Practice
4. Artificial intelligence for breast cancer detection in mammography and digital breast tomosynthesis: State of the art
5. Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography
Cited by 8 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. SIFT-DBT: Self-Supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27
2. Impact of AI for Digital Breast Tomosynthesis on Breast Cancer Detection and Interpretation Time;Radiology: Artificial Intelligence;2024-05-01
3. Application Value of Radiomics Features Based on PSMA PET/CT in Diagnosis of Clinically Significant Prostate Cancer: A Comparative Analysis of the PRIMARY and PI-RADS Scores;2024-04-25
4. Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors;Machine Learning and Knowledge Extraction;2024-03-11
5. Breast Cancer Image Classification using Convolutional Neural Networks (CNN) Models;International Journal of Informatics and Applied Mathematics;2024-01-29
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