Ajit Shankaranarayanan

Deep Learning‐Based Enhancement of Already Diagnostic‐Quality MRI for Alzheimer's Disease Classification: Effects on Model Performance and Training Data Requirements

ABSTRACT Background Deep learning (DL)‐based image enhancement is widely used to improve suboptimal medical imaging. Whether it also benefits diagnostic‐quality MRI in downstream task performance and data‐efficiency remains unclear. Purpose To investigate the impact of DL‐based e...