DeepPAMM: deep piecewise exponential additive mixed models for complex hazard structures in survival analysis

P Kopper, S Wiegrebe, B Bischl, A Bender… - Pacific-Asia Conference …, 2022 - Springer
Survival analysis (SA) is an active field of research that is concerned with time-to-event
outcomes and is prevalent in many domains, particularly biomedical applications. Despite its …

Survival Prediction Using Transformer-Based Categorical Feature Representation in the Treatment of Diffuse Large B-Cell Lymphoma

S Pant, SR Kang, M Lee, PS Phuc, HJ Yang, DH Yang - Healthcare, 2023 - mdpi.com
Diffuse large B-cell lymphoma (DLBCL) is a common and aggressive subtype of lymphoma,
and accurate survival prediction is crucial for treatment decisions. This study aims to develop …