Publications Archives

Introducing Deep Phenotype: A New Home for Perspectives on AI, Biology, and the Future of Drug Discovery

Deep Phenotype launches with Daphne Koller’s inaugural essay, “Drug Discovery Has No Magic Wands,” examining what AI can — and cannot — change about the economics and biology of drug discovery.

A pooled Cell Painting CRISPR screening platform enables de novo inference of gene function by self-supervised deep learning

ICML 2025 presentation on KinDEL: DNA-encoded library dataset for Kinase inhibitors

Pitfalls in performing genome-wide association studies on ratio traits

Extending the Coding-variant Allelic Series Test to Summary Statistics

EmbedGEM: a framework to evaluate the utility of embeddings for genetic discovery

Channel vision transformers: an image is worth 1 x 16 x 16 words

Compositional deep probabilistic models of DNA-encoded libraries

Machine learning across multiple imaging and biomarker modalities in the UK Biobank improves genetic discovery for liver fat accumulation

Machine learning enabled prediction of digital biomarkers from whole slide histopathology images