Distribution Analyzer, a methodology for identifying and clustering outlier conditions from single-cell distributions, and its application to a Nanog reporter RNAi screen. - Julian Gingold; Ed Coakley; Jie Su; Dung-Fang Lee; Zerlina Lau; Hongwei Zhou; Dan Felsenfeld; Christoph Schaniel; Ihor Lemischka (BMC Bioinform., 2015)

Predicting Embryo Morphokinetics in Videos with Late Fusion Nets & Dynamic Decoders. - Nathan H. Ng; Julian J. McAuley; Julian Gingold; Nina Desai; Zachary C. Lipton (ICLR (Workshop), 2018)

Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions. - Tingfung Lau; Nathan Ng 001; Julian Gingold; Nina Desai; Julian J. McAuley; Zachary C. Lipton (MLHC, 2019)