GNOVA reconstructs and forecasts CDR-SB and MMSE scores with MAEs of 1.35 and 2.28 on 1727 ADNI patients over 10 years using only routine visit data, enabling interpolation, extrapolation, and uncertainty estimates.
Franco-Marina, J
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Reconstructing and forecasting disease trajectories of patients with Alzheimer's disease using routine data in resource-constrained settings
GNOVA reconstructs and forecasts CDR-SB and MMSE scores with MAEs of 1.35 and 2.28 on 1727 ADNI patients over 10 years using only routine visit data, enabling interpolation, extrapolation, and uncertainty estimates.