Diagnostic Labels and Measurement Timing Drive Systematic Inconsistency in ADNI Neuroimaging Data
Palmer Smith, Harry W. Richardson, Katie Robertson, Austin Jon Dibble, Connor Dalby, Michele Svanera
This paper identifies systematic biases in ADNI neuroimaging data that affect machine learning predictive modeling and proposes a framework to address these issues.
bioRxiv · Sep 22, 2026 · PreprintNeuroscience