Generative Adversarial Networks for Anomaly Detection in Biomedical Imaging: A Study on Seven Medical Image Datasets

Author:

Esmaeili Marzieh1ORCID,Toosi Amirhosein2,Roshanpoor Arash3,Changizi Vahid4,Ghazisaeedi Marjan1ORCID,Rahmim Arman2ORCID,Sabokrou Mohammad5ORCID

Affiliation:

1. Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran

2. Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada

3. Department of Computer, Yadegar-e-Imam Khomeini, Janat-Abad Branch, Islamic Azad University, Tehran, Iran

4. Department of Radiology and Radiotherapy Technology, School of Allied Health Sciences, Tehran University of Medical Sciences, Tehran, Iran

5. School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

Funder

Tehran University of Medical Sciences (TUMS), as part of a Ph.D. dissertation from TUMS

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference84 articles.

1. A unified survey on anomaly, novelty, open-set, and out-of-distribution detection: Solutions and future challenges;salehi;arXiv 2110 14051 [cs],2021

2. Alice: Towards understanding adversarial learning for joint distribution matching;li;Proc 31st Int Conf Neural Inf Process Syst,2017

3. Artificial intelligence in radiology

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