MSMpred: Model and simulate individual evolution with MSM

★ ★ ★ ★ ★ | 1 reviews | 6 users

Last accessed Nov 18, 2024
Author Levi Bilal Biostatistics technician

About the app

MSMpred is an application that extends the classic survival modeling by utilizing a multistate model (MSM) to describe intricate dynamic processes over time. Its primary purpose is to fit an MSM based on specific data and forecast the clinical progression of an individual using the established model. MSMpred enables graphical validation through various types of residuals. The application serves two main objectives: 1) fitting an MSM from provided data, and 2) predicting the clinical evolution of an individual based on a previously fitted MSM. Users can upload new datasets, adhering to the prescribed format outlined in the app's help section. MSMpred caters to physicians, researchers, or statisticians seeking a quick and visual analysis of data, even with limited knowledge of MSMs. Not that this version of MSMpred specifically utilizes the Cox proportional hazards model. Published: https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-023-01951-3

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