Comorbidity structure as an inductive bias: Comparing output-head designs for multi-label prediction of diabetes and myocardial infarction complications
Wilfred Ayine, Perfect Kwasi Agbenorhevi, Cletus Fiifi Adams, Dennis Ayinsune Ayariga, Thaddeus Adjadeh, Shamsudini Adams Ziblim, Samuel K. Kwofie
This paper compares output-head designs for predicting diabetes and myocardial infarction complications, finding that symmetric CRF outperformed others in diabetes but no single method dominated in myocardial infarction.
bioRxiv · Jun 23, 2026 · PreprintBioinformatics