The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy. - Jens B. Stephansen; Aditya Ambati; Eileen B. Leary; Hyatt E. Moore IV; Oscar Carrillo; Ling Lin; Birgit Högl; Ambra Stefani; Seung Chul Hong; Tae Won Kim; Fabio Pizza; Giuseppe Plazzi; et al. (CoRR, 2017)

Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. - Umaer Hanif; Rasmus R. Paulsen; Eileen B. Leary; Emmanuel Mignot; Poul Jennum; Helge B. D. Sørensen (EMBC, 2020)

Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. - Umaer Hanif; Eileen B. Leary; Logan D. Schneider; Rasmus R. Paulsen; Anne Marie Morse; Adam Blackman; Paula K. Schweitzer; Clete Kushida; Stanley Y. Liu; Poul Jennum; Helge B. D. Sørensen; Emmanuel Mignot (IEEE J. Biomed. Health Informatics, 2021)

Age estimation from sleep studies using deep learning predicts life expectancy. - Andreas Brink-Kjaer; Eileen B. Leary; Haoqi Sun; M. Brandon Westover; Katie L. Stone; Paul E. Peppard; Nancy E. Lane; Peggy M. Cawthon; Susan Redline; Poul Jennum; Helge B. D. Sørensen; Emmanuel Mignot (npj Digit. Medicine, 2022)