@article{IR,
      author = {Harman, Gareth and Nagel, Bonnie and Mooney, Michael and  Morales, Angelica and Kalpathy-Cramer, Jayashree},
      url = {http://digitalcollections.ohsu.edu/record/41315},
      title = {Modeling psychopathology through stacked deep neural  networks of executive function},
      publisher = {Oregon Health and Science University},
      abstract = {It remains a substantial challenge to model  psychopathology using neuroimaging data. High rates of  comorbidity and heterogeneity between and within  psychiatric disorders make predictive modeling especially  challenging. To address this challenge, we model  psychopathology using the well-established P-factor.  Furthermore, psychiatric disorders do not, themselves,  reflect singular neurobiological processes. Therefore, we  attempt to improve our ability to predict psychopathology  by transferring knowledge from individual models trained to  predict elements of executive function, cognitive processes  associated with psychopathology, including working-memory,  set-shifting, and inhibitory control.},
      number = {IR},
      doi = {https://doi.org/10.6083/bpxhc41315},
      recid = {41315},
      address = {2023-07-20},
}