G. Venkataraman

发表

Pervasive additive and non-additive effects within the HLA region contribute to disease risk in the UK Biobank

Christopher M. DeBoever, M. Rivas, J. Justesen, 2020, bioRxiv.

Cardiac imaging of aortic valve area from 26,142 UK Biobank participants reveal novel genetic associations and shared genetic comorbidity with multiple disease phenotypes

M. Rivas, E. Ashley, Yosuke Tanigawa, 2020, medRxiv.

Cardiac Imaging of Aortic Valve Area From 34 287 UK Biobank Participants Reveals Novel Genetic Associations and Shared Genetic Comorbidity With Multiple Disease Phenotypes

M. Rivas, Christopher Ré, E. Ashley, 2020, Circulation. Genomic and precision medicine.

Medical relevance of common protein-altering variants in GPCR genes across 337,205 individuals in the UK Biobank

Christopher M. DeBoever, Joseph M. Paggi, M. Rivas, 2019, bioRxiv.

Automated Classification of Radiographic Knee Osteoarthritis Severity Using Deep Neural Networks.

S. Delp, E. Halilaj, G. Gold, 2020, Radiology. Artificial intelligence.

Polygenic risk modeling with latent trait-related genetic components

Trevor Hastie, Robert Tibshirani, Yosuke Tanigawa, 2019, European Journal of Human Genetics.

Genetics of 35 blood and urine biomarkers in the UK Biobank

Trevor Hastie, Robert Tibshirani, Anna Shcherbina, 2020, Nature Genetics.

Large-scale sequencing identifies multiple genes and rare variants associated with Crohn’s disease susceptibility

Noor B. Dawany, Judy H. Cho, David T. Okou, 2022, Nature Genetics.

Bayesian model comparison for rare-variant association studies.

Christopher M. DeBoever, M. Pirinen, C. Spencer, 2021, American Journal of Human Genetics.

Sequencing of over 100,000 individuals identifies multiple genes and rare variants associated with Crohns disease susceptibility

Noor B. Dawany, Judy H. Cho, H. Ostrer, 2021, medRxiv.

De Novo Mutations in Autism Implicate the Synaptic Elimination Network

Dennis P. Wall, Dorna Kashef Haghighi, Guhan Ram Venkataraman, 2017, PSB.

Bayesian mixture model for clustering rare-variant effects in human genetic studies

M. Pirinen, M. Rivas, Yosuke Tanigawa, 2021, bioRxiv.

Rare and common variant discovery in complex disease: the IBD case study.

M. Rivas, G. Venkataraman, 2019, Human molecular genetics.

Significant sparse polygenic risk scores across 813 traits in UK Biobank

R. Tibshirani, T. Hastie, M. Rivas, 2022, PLoS genetics.

FasTag: Automatic text classification of unstructured medical narratives

Carlos Bustamante, Manuel A. Rivas, Rodney L. Page, 2019, PloS one.

Deep learning facilitates rapid cohort identification using human and veterinary clinical narratives

Manuel A. Rivas, Rodney L. Page, Arturo Lopez Pineda, 2018, bioRxiv.

A deep learning classifier for local ancestry inference pdf

Jan Sokol, Alexander Ioannidis, Matthew Aguirre, 2020, ArXiv.

FasTag: Automatic text classification of unstructured medical narratives

Arturo Lopez Pineda, Guhan Ram Venkataraman, Carlos D Bustamante, 2020, PloS one.

Bayesian model comparison for rare-variant association studies.

Christopher M. DeBoever, M. Pirinen, M. Rivas, 2021, American journal of human genetics.

Significant Sparse Polygenic Risk Scores across 428 traits in UK Biobank

R. Tibshirani, M. Rivas, Yosuke Tanigawa, 2021, medRxiv.