When Color Adds Nothing: A Causal Audit of Channel Triplication in Alzheimer's MRI Classification
Sanjay Singhvi, Riddhi Singhvi
This paper tests if copying single-channel MRI data into three RGB channels affects classification models, finding most models are unaffected but some show significant changes.
bioRxiv · Jul 8, 2026 · PreprintBioengineering