Polona Kalc

This paper introduces a quality assessment framework for structural MRI images using tissue classification to identify and mitigate motion artifacts and other quality issues.

The paper revises the BrainAGE method using Gaussian process regression, showing improved performance on UK Biobank data and disease-specific patterns in clinical samples.

The paper proposes methods to approximate bone mineral density and subcutaneous adiposity from T1-weighted head MRI images and validates their reliability and correlation with DXA and MRI measurements.