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

Author:

Agrawal Vikhyat1ORCID,Kalmady Sunil Vasu2ORCID,Manoj Venkataseetharam Malipeddi3ORCID,Manthena Manisimha Varma2ORCID,Sun Weijie2ORCID,Islam MD Saiful4ORCID,Hindle Abram2ORCID,Kaul Padma5ORCID,Greiner Russell2ORCID

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

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/

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