Conference paperEarly prediction of diabetes complications from electronic health records: A multi-task survival analysis approachBin Liu, Ying Li, et al.AAAI 2018
PaperA Machine-Learning Derived Huntington's Disease Progression Model: Insights for Clinical Trial DesignAmrita Mohan, Zhaonan Sun, et al.Movement Disorders
PaperA probabilistic disease progression modeling approach and its application to integrated Huntington's disease observational dataZhaonan Sun, Soumya Ghosh, et al.JAMIA Open
Conference paperUnsupervised learning with contrastive latent variable modelsKristen A. Severson, Soumya Ghosh, et al.AAAI 2019