103 citations · 106 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Pseudo value-based Deep Neural Networks for Multi-state Survival Analysis
Md Mahmudur Rahman, Sanjay Purushotham
Multi-state survival analysis (MSA) uses multi-state models for the analysis of time-to-event data. In medical applications, MSA can provide insights about the complex disease prog…
cs.LG2022★ 3 cited
FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis
Md Mahmudur Rahman, Sanjay Purushotham
Survival analysis, time-to-event analysis, is an important problem in healthcare since it has a wide-ranging impact on patients and palliative care. Many survival analysis methods…
cs.IR2012★ 103 cited
Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems
Sanjay Purushotham, Yan Liu, C. -C. Jay Kuo
Social network websites, such as Facebook, YouTube, Lastfm etc, have become a popular platform for users to connect with each other and share content or opinions. They provide rich…