Similarities and Differences between Machine Learning and Traditional Advanced Statistical Modeling in Healthcare Analytics. - Michele Bennett; Karin Hayes; Ewa J. Kleczyk; Rajesh Mehta (CoRR, 2022)

The Silent Problem - Machine Learning Model Failure - How to Diagnose and Fix Ailing Machine Learning Models. - Michele Bennett; Jaya Balusu; Karin Hayes; Ewa J. Kleczyk (CoRR, 2022)

Methodology to Create Analysis-Naive Holdout Records as well as Train and Test Records for Machine Learning Analyses in Healthcare. - Michele Bennett; Mehdi Nekouei; Armand Prieditis; Rajesh Mehta; Ewa J. Kleczyk; Karin Hayes (CoRR, 2022)