Using Published Medical Results and Non-homogenous Data in Rule Learning. - Janusz Wojtusiak; Katherine Irvin; Aybike Birerdinc; Ancha V. Baranova (ICMLA (2), 2011)

Comparison of Classification Learning Methods for Medical Claims Payments. - Katherine Irvin; Janusz Wojtusiak (AMIA, 2012)

Applying Machine Learning Methods to Predict Activities of Daily Living for Cancer Patients. - Hua Min; Talha Oz; Sava Vukomanovic; Hedyeh Mobahi; Katherine Irvin; Ilirjeta Krasniqi; Janusz Wojtusiak (AMIA, 2016)

Visualizing the Effects of Cancers on Relationships Between Comorbidities and Activities of Daily Living. - Hua Min; Talha Oz; Sava Vukomanovic; Hedyeh Mobahi; Katherine Irvin; Ilirjeta Krasniqi; Janusz Wojtusiak (AMIA, 2016)

Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology. - Hua Min; Hedyeh Mobahi; Katherine Irvin; Sanja Avramovic; Janusz Wojtusiak (J. Biomed. Semant., 2017)