Amit Dhurandhar

Alzheimers Disease Brain Phenotypes are Age-dependent

This paper shows that age information is essential for Alzheimer's Disease detection using brain MRI, outperforming age-invariant methods and revealing flaws in brain-age gap as a biomarker.

Expansive Linguistic Representations to Predict Interpretable Odor Mixture Discriminability

The paper uses semantic descriptors from language to predict odor mixture discriminability, outperforming existing methods by leveraging human perception data.

Predicting natural language descriptions of smells

The paper predicts perceptual ratings for odorants using natural language semantics and chemoinformatic features, achieving higher accuracy for more descriptors than previous methods.

Reverse-engineering human olfactory perception from chemical features of odor molecules

The paper demonstrates that machine learning can accurately predict odor perception from molecular features, enabling reverse-engineering of smell.