2 papers
cs.LG2025
Clinical semantics for lung cancer prediction
Luis H. John, Jan A. Kors, Jenna M. Reps +2
Background: Existing clinical prediction models often represent patient data using features that ignore the semantic relationships between clinical concepts. This study integrates…
cs.LG2024
Comparison of deep learning and conventional methods for disease onset prediction
Luis H. John, Chungsoo Kim, Jan A. Kors +7
Background: Conventional prediction methods such as logistic regression and gradient boosting have been widely utilized for disease onset prediction for their reliability and inter…