Archive for Publications

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

Pitfalls in performing genome-wide association studies on ratio traits

Channel vision transformers: an image is worth 3 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

Deep learning analysis on images of iPSC-derived motor neurons carrying fALS-genetics reveals disease-relevant phenotypes

Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder