Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients. - Yijun Zhao; Carla E. Brodley; Tanuja Chitnis; Brian C. Healy (SDM, 2014)

Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients. - Yijun Zhao; Tanuja Chitnis; Brian C. Healy; Jennifer G. Dy; Carla E. Brodley (ICDM, 2015)

Removing confounding factors via constraint-based clustering: An application to finding homogeneous groups of multiple sclerosis patients. - Jingjing Liu; Carla E. Brodley; Brian C. Healy; Tanuja Chitnis (Artif. Intell. Medicine, 2015)

Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis. - Alicia S. Chua; Svetlana Egorova; Mark C. Anderson; Mariann Polgar-Turcsanyi; Tanuja Chitnis; Howard L. Weiner; Charles R. G. Guttmann; Rohit Bakshi; Brian C. Healy (NeuroImage, 2015)

Quantifying neurologic disease using biosensor measurements in-clinic and in free-living settings in multiple sclerosis. - Tanuja Chitnis; Bonnie I. Glanz; Cindy Gonzalez; Brian C. Healy; Taylor J. Saraceno; Neda Sattarnezhad; Camilo Diaz-Cruz; Mariann Polgar-Turcsanyi; Subhash Tummala; Rohit Bakshi; Vikram Bajaj; David Ben Shimol; et al. (npj Digit. Medicine, 2019)

GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data. - Yijun Zhao; Matias Berretta; Tong Wang; Tanuja Chitnis (ICHI, 2020)

Author Correction: Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study. - Yijun Zhao; Tong Wang; Riley Bove; Bruce Cree; Roland Henry; Hrishikesh Lokhande; Mariann Polgar-Turcsanyi; Mark Anderson; Rohit Bakshi; Howard L. Weiner; Tanuja Chitnis (npj Digit. Medicine, 2020)

Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study. - Yijun Zhao; Tong Wang; Riley Bove; Bruce Cree; Roland Henry; Hrishikesh Lokhande; Mariann Polgar-Turcsanyi; Mark Anderson; Rohit Bakshi; Howard L. Weiner; Tanuja Chitnis (npj Digit. Medicine, 2020)

Dirichlet Mixture of Gaussian Processes with Split-kernel: An Application to Predicting Disease Course in Multiple Sclerosis Patients. - Yijun Zhao; Tanuja Chitnis (IJCNN, 2022)