An empirical assessment of validation practices for molecular classifiers. - Peter J. Castaldi; Issa J. Dahabreh; John P. A. Ioannidis (Briefings Bioinform., 2011)

Class Probability Estimates are Unreliable for Imbalanced Data (and How to Fix Them). - Byron C. Wallace; Issa J. Dahabreh (ICDM, 2012)

Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model. - Byron C. Wallace; Issa J. Dahabreh; Thomas A. Trikalinos; Michael Barton Laws; Ira B. Wilson; Eugene Charniak (AAAI, 2014)

Improving class probability estimates for imbalanced data. - Byron C. Wallace; Issa J. Dahabreh (Knowl. Inf. Syst., 2014)

Efficient Randomized Experiments Using Foundation Models. - Piersilvio De Bartolomeis; Javier Abad; Guanbo Wang; Konstantin Donhauser; Raymond M. Duch; Fanny Yang; Issa J. Dahabreh (CoRR, 2025)

Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data. - Rickard Karlsson; Piersilvio De Bartolomeis; Issa J. Dahabreh; Jesse H. Krijthe (CoRR, 2025)