Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction. - Robert Chen 001; Hang Su; Yi Zhen; Mohammed Khalilia; Daniel Hirsch; Michael Thompson; Tod Davis; Yue Peng; Sizhe Lin; Javier Tejedor-Sojo; Elizabeth Searles; Jimeng Sun 001 (AMIA, 2015)

explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients. - Robert Chen 001; Vikas Kumar; Natalie Fitch; Jitesh Jagadish; Lifan Zhang; William Dunn; Duen Horng Chau (EMBC, 2015)

Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process. - Edward Choi; Nan Du 002; Robert Chen 001; Le Song; Jimeng Sun 001 (ICDM, 2015)

Sparse Hierarchical Tucker Factorization and Its Application to Healthcare. - Ioakeim Perros; Robert Chen 001; Richard W. Vuduc; Jimeng Sun 001 (ICDM, 2015)

Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. - Yichen Wang 001; Robert Chen 001; Joydeep Ghosh; Joshua C. Denny; Abel N. Kho; You Chen 001; Bradley A. Malin; Jimeng Sun 001 (KDD, 2015)

Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction. - Yu Deng; Al'ona Furmanchuk; Robert Chen 001; Faraz S. Ahmad; Jimeng Sun 001; Abel N. Kho (AMIA, 2017)

LEAP: Learning to Prescribe Effective and Safe Treatment Combinations for Multimorbidity. - Yutao Zhang; Robert Chen 001; Jie Tang 001; Walter F. Stewart; Jimeng Sun 001 (KDD, 2017)

Causal Regularization. - Mohammad Taha Bahadori; Krzysztof Chalupka; Edward Choi; Robert Chen 001; Walter F. Stewart; Jimeng Sun 001 (CoRR, 2017)

Tackling chronic diseases via computational phenotyping: Algorithms, tools and applications. - Robert Chen 001 (2018)

Guaranteed Scalable Learning of Latent Tree Models. - Furong Huang; U. N. Niranjan; Ioakeim Perros; Robert Chen 001; Jimeng Sun 001; Anima Anandkumar (UAI, 2019)