Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with cone-beam computed tomography (CBCT) to computed tomography (CT) image conversion

Xiao Liang, Dan Nguyen, Steve B. Jiang. Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with cone-beam computed tomography (CBCT) to computed tomography (CT) image conversion. Mach. Learn. Sci. Technol., 2(1):15007, 2021. [doi]

@article{LiangNJ21,
  title = {Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with cone-beam computed tomography (CBCT) to computed tomography (CT) image conversion},
  author = {Xiao Liang and Dan Nguyen and Steve B. Jiang},
  year = {2021},
  doi = {10.1088/2632-2153/abb214},
  url = {https://doi.org/10.1088/2632-2153/abb214},
  researchr = {https://researchr.org/publication/LiangNJ21},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {2},
  number = {1},
  pages = {15007},
}