Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization

Fengling Hu, Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch, Mingyao Li, Haochang Shou, Theodore D. Satterthwaite, Meichen Yu, Russell T. Shinohara. Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization. NeuroImage, 274:120125, July 2023. [doi]

@article{HuCHBDALSSYS23,
  title = {Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization},
  author = {Fengling Hu and Andrew A. Chen and Hannah Horng and Vishnu Bashyam and Christos Davatzikos and Aaron Alexander-Bloch and Mingyao Li and Haochang Shou and Theodore D. Satterthwaite and Meichen Yu and Russell T. Shinohara},
  year = {2023},
  month = {July},
  doi = {10.1016/j.neuroimage.2023.120125},
  url = {https://doi.org/10.1016/j.neuroimage.2023.120125},
  researchr = {https://researchr.org/publication/HuCHBDALSSYS23},
  cites = {0},
  citedby = {0},
  journal = {NeuroImage},
  volume = {274},
  pages = {120125},
}