Patient-Centered and Practical Privacy to Support AI for Healthcare - Ruixuan Liu; Hong-Kyu Lee; Sivasubramanium V. Bhavani; Xiaoqian Jiang; Lucila Ohno-Machado; Li Xiong (5th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2023, Atlanta, GA, USA, November 1-4, 2023, 2024)

Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection - Sivasubramanium V. Bhavani; Li Xiong; Abish Pius; Matthew W. Semler; Edward T. Qian; Philip A. Verhoef; Chad Robichaux; Craig M. Coopersmith; Matthew M. Churpek (J. Am. Medical Informatics Assoc., 2023)

MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping - Yifei Ren; Jian Lou; Li Xiong; Joyce C. Ho; Xiaoqian Jiang; Sivasubramanium Venkatraman Bhavani (Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023, New Orleans, Louisiana, USA, 2023)

Identifying infected patients using semi-supervised and transfer learning - Fereshteh S. Bashiri; John R. Caskey; Anoop M. Mayampurath; Nicole Dussault; Jay Dumanian; Sivasubramanium V. Bhavani; Kyle A. Carey; Emily R. Gilbert; Christopher J. Winslow; Nirav S. Shah; Dana P. Edelson; Majid Afshar; et al. (J. Am. Medical Informatics Assoc., 2022)

MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning - Yifei Ren; Jian Lou; Li Xiong; Joyce C. Ho; Xiaoqian Jiang; Sivasubramanium Bhavani (CoRR, 2022)

Sepsis Prediction Using Semi-Supervised and Transfer Learning - John R. Caskey; Fereshteh S. Bashiri; Anoop M. Mayampurath; Nicole Dussault; Jay Dumanian; Sivasubramanium V. Bhavani; Kyle A. Carey; Emily R. Gilbert; Christopher J. Winslow; Nirav S. Shah; Dana P. Edelson; Majid Afshar; et al. (AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021 - November 3, 2021, 2021)

Communication Efficient Tensor Factorization for Decentralized Healthcare Networks - Jing Ma; Qiuchen Zhang; Jian Lou; Li Xiong; Sivasubramanium Bhavani; Joyce C. Ho (IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021, 2021)

Communication Efficient Tensor Factorization for Decentralized Healthcare Networks - Jing Ma; Qiuchen Zhang; Jian Lou; Li Xiong; Sivasubramanium Bhavani; Joyce C. Ho (CoRR, 2021)