Weakly supervised pathological whole slide image classification based on contrastive learning

Author:

Xie YiningORCID,Long JunORCID,Hou Jianxin,Chen Deyun,Guan Guohui

Funder

Harbin Science and Technology Bureau Manufacturing Innovation Talent Project

Heilongjiang Science and Technology Department Provincial Key R&D Program Applied Research Project

Heilongjiang Science and Technology Department Provincial Key R&D Program Guidance Project

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference41 articles.

1. Xu WB, Zhang JD, Liu W, Lu LB et al (2021) High-precision classification method for breast cancer fusing spatial features and channel features. J Comput Appl 41(10):3025

2. Liu Y, Gadepalli K, Norouzi M et al (2017) Detecting cancer metastases on gigapixel pathology images. arXiv preprint arXiv:1703.02442

3. Eadie LH, Taylor P, Gibson AP (2012) A systematic review of computer-assisted diagnosis in diagnostic cancer imaging. Eur J Radiol 81(1):e70–e76. https://doi.org/10.1016/j.ejrad.2011.01.098

4. Jin X, Wen K, Lv GF et al (2020) Survey on the applications of deep learning to histopathology. J Image Graphics 25(10):1982–1993

5. Zhao ZX, Sun FL, Zheng S et al (2021) Research progress of artificial intelligence in the field of breast cancer histopathological diagnosis. Chin Bull Life Sci 33(05):630–637

同舟云学术

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