Interpretability, personalization and reliability of a machine learning based clinical decision support system

Author:

Valente F.ORCID,Paredes S.,Henriques J.,Rocha T.,de Carvalho P.,Morais J.

Funder

Fundação para a Ciência e a Tecnologia

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference67 articles.

1. Adadi A, Berrada M (2018) Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE Access 6:52138–52160

2. Adebayo J, Gilmer J, Muelly M, Goodfellow I, Hardt M, Kim B (2018) Sanity checks for saliency maps. Adv Neural Inf Process Syst 568:9505–9515

3. Ahmad M, Eckert C, Teredesai A, McKelvey G (2018) Interpretable machine learning in healthcare. IEEE Intell Inf Bull 19(1):596

4. Arrieta B (2019) Explainable artificial intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI. Inf Fusion. https://doi.org/10.1016/j.inffus.2019.12.012,2019

5. Barocas S, Hardt M, Narayanan A (2001) Fairness and machine learning limitations and opportunities. In: Smatinc scholar proceedings, ID: 113402716

Cited by 10 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. Explainable and interpretable machine learning and data mining;Data Mining and Knowledge Discovery;2024-07-30

2. Knowledge-based reliability assessment of models with application to risk stratification;2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON);2024-06-25

3. Enhancing AI-CDSS with U-AnoGAN: Tackling data imbalance;Computer Methods and Programs in Biomedicine;2024-02

4. Cardiovascular Risk Assessment: An Interpretable Machine Learning Approach;IFMBE Proceedings;2024

5. ML-Based Interpretation of Cardiotocography Data: Current State and Future Research;2023 International Conference of Computer Science and Information Technology (ICOSNIKOM);2023-11-10

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