Patient-Centered and Practical Privacy to Support AI for Healthcare. - Liu, Ruixuan; Lee, Hong-Kyu; Bhavani, Sivasubramanium V.; Jiang, Xiaoqian; Ohno-Machado, Lucila; Xiong, Li (2024)

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

MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping. - Ren, Yifei; Lou, Jian; Xiong, Li; Ho, Joyce C.; Jiang, Xiaoqian; Bhavani, Sivasubramanium Venkatraman (2023)

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

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

Sepsis Prediction Using Semi-Supervised and Transfer Learning. - Caskey, John R.; Bashiri, Fereshteh S.; Mayampurath, Anoop M.; Dussault, Nicole; Dumanian, Jay; Bhavani, Sivasubramanium V.; Carey, Kyle A.; Gilbert, Emily R.; Winslow, Christopher J.; Shah, Nirav S.; Edelson, Dana P.; Afshar, Majid; et al. (2021)

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

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