231 citations · 605 across the 15 of their papers we have counts for
3 papers · 1 filter
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…
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…
Intelligent Sight and Sound: A Chronic Cancer Pain Dataset
Catherine Ordun, Alexandra N. Cha, Edward Raff +5
Cancer patients experience high rates of chronic pain throughout the treatment process. Assessing pain for this patient population is a vital component of psychological and functio…