Marc Berndl

This paper develops a retinal aging clock from fundus images to predict chronological age and identifies genetic variants associated with accelerated aging.

The paper introduces a method to infer genome-wide regulatory causality using time-resolved gene expression data from yeast and validates its predictions experimentally.

This paper introduces a method for improving phenotypic measurements in high-content imaging screens by using a pre-trained deep metric network to classify drugs based on molecular mechanisms without requiring additional labeled data.