Open access
Sep 2026
Dynamic multimodal survival prediction in multiple myeloma integrating gene expression, longitudinal laboratory measurements, and treatment history
A dynamic multimodal framework that predicts residual overall survival from observation windows of 1–18 months post-diagnosis and recovers ubiquitin-proteasome, endoplasmic reticulum (ER) stress, and Interferon Alpha Response signals consistent with established myeloma biology is developed.
Shang-Ru Jia, Artem Lysenko, Keith A. Boroevich et al.
· Briefings in Bioinformatics · 0 citations