MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models

Author:

Guo Grace1ORCID,Deng Lifu2ORCID,Tandon Animesh2ORCID,Endert Alex3ORCID,Kwon Bum Chul4ORCID

Affiliation:

1. Georgia Institute of Technology, United States of America

2. Cleveland Clinic, USA

3. Georgia Institute of Technology, USA

4. IBM Research, United States of America

Funder

National Science Foundation

National Institutes of Health

Publisher

ACM

Reference77 articles.

1. Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, and Been Kim. 2018. Sanity checks for saliency maps. Advances in neural information processing systems 31 (2018).

2. AS Albahri, Ali M Duhaim, Mohammed A Fadhel, Alhamzah Alnoor, Noor S Baqer, Laith Alzubaidi, OS Albahri, AH Alamoodi, Jinshuai Bai, Asma Salhi, 2023. A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion. Information Fusion (2023).

3. Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

4. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks;Bai Wenjia;Journal of Cardiovascular Magnetic Resonance,2018

5. Recurrent Neural Networks for Aortic Image Sequence Segmentation with Sparse Annotations

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