Expert Level Evaluations for Explainable AI (XAI) Methods in the Medical Domain
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-68796-0_3
Reference27 articles.
1. Bach, S., Binder, A., Montavon, G., Klauschen, F., Müller, K., Samek, W.: On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation. PLoS ONE 10(7) (2015)
2. Bylinskii, Z., Judd, T., Oliva, A., Torralba, A., Durand, F.: What do different evaluation metrics tell us about saliency models? IEEE Trans. Pattern Anal. Mach. Intell. 41(3), 740–757 (2018)
3. Cabitza, F., Rasoini, R., Gensini, G.F.: Unintended consequences of machine learning in medicine. Jama 318(6), 517–518 (2017)
4. Chattopadhay, A., Sarkar, A., Howlader, P., Balasubramanian, V.N.: Grad-CAM++: generalized gradient-based visual explanations for deep convolutional networks. In: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 839–847. IEEE (2018)
5. Chen, R., Yang, L., Goodison, S., Sun, Y.: Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data. Bioinformatics 36(5), 1476–1483 (2020)
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. The prerequisites for artificial intelligence in Danish general practice: A qualitative vignette study among general practitioners (Preprint);2024-07-04
2. Explainable Artificial Intelligence (XAI) for Emotion Detection;Advances in Psychology, Mental Health, and Behavioral Studies;2024-05-14
3. Evaluation of Integrated XAI Frameworks for Explaining Disease Prediction Models in Healthcare;Communications in Computer and Information Science;2024
4. XAI Meets Ophthalmology: An Explainable Approach to Cataract Detection Using VGG-19 and Grad-CAM;2023 IEEE Pune Section International Conference (PuneCon);2023-12-14
5. The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review;Computers in Biology and Medicine;2023-11
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