@article{ETD, school = {Ph.D.}, author = {Al Safadi, Ebrahim B.}, url = {http://digitalcollections.ohsu.edu/record/9405}, title = {Instance and self-supervised learning-based image registration in RKHS}, publisher = {Oregon Health and Science University}, abstract = {This work introduces novel methods in the field of deformable image registration, both classical and learning-based. A central theme of the work is leveraging Reproducing Kernel Hilbert Space theory as a powerful regularization framework for dense displacement fields that are estimated via image registration.}, number = {ETD}, doi = {https://doi.org/10.6083/ws859g39n}, recid = {9405}, address = {2021}, }