Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects

Front Neuroinform. 2022 Aug 31:16:994463. doi: 10.3389/fninf.2022.994463. eCollection 2022.

Authors

Muhammad Yousefnezhad^{1

2

3

4}, Daoqiang Zhang⁴, Andrew J Greenshaw², Russell Greiner^{1

2

3

5}

Affiliations

¹ Department of Computing Science, University of Alberta, Edmonton, AB, Canada.
² Department of Psychiatry, University of Alberta, Edmonton, AB, Canada.
³ Alberta Machine Intelligence Institute (Amii), Edmonton, AB, Canada.
⁴ Department of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
⁵ Canadian Institute for Advanced Research (CIFAR) AI Chair, Toronto, ON, Canada.

No abstract available

Keywords: batch effects; domain adaptation; machine learning; multi-site neuroimage analysis; transfer learning.

Publication types

Editorial