Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics

Tong He, Ru Kong, Avram J. Holmes, Minh Nguyen 0002, Mert R. Sabuncu, Simon B. Eickhoff, Danilo Bzdok, Jiashi Feng, B. T. Thomas Yeo. Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics. NeuroImage, 206, 2020. [doi]

@article{HeKHNSEBFY20,
  title = {Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics},
  author = {Tong He and Ru Kong and Avram J. Holmes and Minh Nguyen 0002 and Mert R. Sabuncu and Simon B. Eickhoff and Danilo Bzdok and Jiashi Feng and B. T. Thomas Yeo},
  year = {2020},
  doi = {10.1016/j.neuroimage.2019.116276},
  url = {https://doi.org/10.1016/j.neuroimage.2019.116276},
  researchr = {https://researchr.org/publication/HeKHNSEBFY20},
  cites = {0},
  citedby = {0},
  journal = {NeuroImage},
  volume = {206},
}