Scott Lundberg

AIControl improves ChIP-seq peak identification by replacing matched control experiments with machine learning, enhancing accuracy without requiring control datasets.

The paper develops a machine learning system called Prescience to predict hypoxemia risk during surgery and improve anesthesiologists' ability to prevent it by providing interpretable explanations.

DeepATAC predicts regulatory factor binding activity from ATAC-seq signals and DNA sequence, outperforming existing methods.