Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data

Published:2024-05-17 Issue: Volume:12 Page:143-152
ISSN:
Container-title:Proceedings of the 2024 8th International Conference on Medical and Health Informatics
language:
Short-container-title:

Author:

Agrawal Vikhyat¹^ORCID,Kalmady Sunil Vasu²^ORCID,Manoj Venkataseetharam Malipeddi³^ORCID,Manthena Manisimha Varma²^ORCID,Sun Weijie²^ORCID,Islam MD Saiful⁴^ORCID,Hindle Abram²^ORCID,Kaul Padma⁵^ORCID,Greiner Russell²^ORCID

Affiliation:

1. Department of Physics, Indian Institute of Technology, Bombay, India

2. Department of Computing Science, University of Alberta, Canada

3. Department of Computer Science and Engineering, Indian Institute of Technology, Kharagpur, India

4. Canadian VIGOUR Centre, University of Alberta, Canada

5. Canadian VIGOUR Centre, Department of Medicine, University of Alberta, Canada

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3673971.3673990

Reference39 articles.

1. Deep Learning with Differential Privacy

2. Abien Fred Agarap. 2018. Deep Learning using Rectified Linear Units (ReLU). (2018).

3. Development of the AI-Cirrhosis-ECG Score: An Electrocardiogram-Based Deep Learning Model in Cirrhosis

4. American Health Association. 2023. Privacy Policy. Retrieved June 22, 2023 from https://www.aha.org/2022-07-14-privacy-policy

5. American Medical Association. 2016. Code of Medical ethics. Retrieved 2016 from https://code-medical-ethics.ama-assn.org/

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