Joint AI-driven event prediction and longitudinal modeling in newly diagnosed and relapsed multiple myeloma

Abstract Multiple myeloma management requires a balance between maximizing survival, minimizing adverse events to therapy, and monitoring disease progression. While previous work has proposed data-driven models for individual tasks, these approaches fail to provide a holistic view of a patient’s dis...

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Bibliographic Details
Main Authors: Zeshan Hussain, Edward De Brouwer, Rebecca Boiarsky, Sama Setty, Neeraj Gupta, Guohui Liu, Cong Li, Jaydeep Srimani, Jacob Zhang, Rich Labotka, David Sontag
Format: Article
Language:English
Published: Nature Portfolio 2024-07-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-024-01189-3