Correcting heterogeneous diagnostic bias when developing clinical prediction models using causal hidden Markov models

Jose Benitez-Aurioles, Ricardo Silva, Brian McMillan +1

In routine care, individuals identified a priori as high-risk are usually tested for conditions more frequently. Protected attributes, such as sex or ethnicity may also determine t…