Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG. - Lan Wei; Soraia Ventura; Madeleine M. Lowery; Mary Anne Ryan; Sean Mathieson; Geraldine B. Boylan; Catherine Mooney (EMBC, 2020)

Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles. - Lan Wei; Soraia Ventura; Mary Anne Ryan; Sean Mathieson; Geraldine B. Boylan; Madeleine M. Lowery; Catherine Mooney (Comput. Biol. Medicine, 2022)

Spindle-AI: Sleep Spindle Number and Duration Estimation in Infant EEG. - Lan Wei; Soraia Ventura; Sean Mathieson; Geraldine B. Boylan; Madeleine M. Lowery; Catherine Mooney (IEEE Trans. Biomed. Eng., 2022)

Scaling convolutional neural networks achieves expert level seizure detection in neonatal EEG. - Robert Hogan; Sean R. Mathieson; Aurel Luca; Soraia Ventura; Sean Griffin; Geraldine B. Boylan; John M. O'Toole (npj Digit. Medicine, 2025)