Data integration and knowledge discovery in biomedical databases. Reliable information from unreliable sources. - Arnold Mitnitski; Alexander J. Mogilner; Chris MacKnight; Kenneth Rockwood (Data Sci. J., 2003)

Comparison of Machine Learning Techniques with Classical Statistical Models in Predicting Health Outcomes. - Xiaowei Song; Arnold Mitnitski; Jafna Cox; Kenneth Rockwood (MedInfo, 2004)

Applications of Data mining in a Web-enabled Caregiver-Report Tool for Symptom Relations in Dementia. - Peter Zhang; Kenneth Rockwood; Arnold Mitnitski (DMIN, 2007)

Network visualization to discern patterns of relationships between symptoms in dementia. - Arnold Mitnitski; Matthew Richard; Thomas Crowell; Kenneth Rockwood (Model. Assist. Stat. Appl., 2014)

Interpretable machine learning for high-dimensional trajectories of aging health. - Spencer Farrell; Arnold Mitnitski; Kenneth Rockwood; Andrew D. Rutenberg (PLoS Comput. Biol., 2022)