Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry

Richard Rios, Robert J. H. Miller, Nipun Manral, Tali Sharir, Andrew J. Einstein, Mathews Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Miller, Timothy M. Bateman, Sharmila Dorbala, Marcelo Di Carli, Serge D. Van Kriekinge, Paul Kavanagh, Tejas Parekh, Joanna X. Liang, Damini Dey, Daniel S. Berman, Piotr J. Slomka. Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry. Comp. in Bio. and Med., 145:105449, 2022. [doi]

@article{RiosMMSEFRKSMBD22,
  title = {Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry},
  author = {Richard Rios and Robert J. H. Miller and Nipun Manral and Tali Sharir and Andrew J. Einstein and Mathews Fish and Terrence D. Ruddy and Philipp A. Kaufmann and Albert J. Sinusas and Edward J. Miller and Timothy M. Bateman and Sharmila Dorbala and Marcelo Di Carli and Serge D. Van Kriekinge and Paul Kavanagh and Tejas Parekh and Joanna X. Liang and Damini Dey and Daniel S. Berman and Piotr J. Slomka},
  year = {2022},
  doi = {10.1016/j.compbiomed.2022.105449},
  url = {https://doi.org/10.1016/j.compbiomed.2022.105449},
  researchr = {https://researchr.org/publication/RiosMMSEFRKSMBD22},
  cites = {0},
  citedby = {0},
  journal = {Comp. in Bio. and Med.},
  volume = {145},
  pages = {105449},
}