List of works - Ryan Poplin

A Low-Frequency Inactivating AKT2 Variant Enriched in the Finnish Population Is Associated With Fasting Insulin Levels and Type 2 Diabetes Risk

scientific article published on 24 March 2017

A universal SNP and small-indel variant caller using deep neural networks

scientific article published on 24 September 2018

Analysis of protein-coding genetic variation in 60,706 humans

scientific article (publication date: 17 August 2016)

Analysis of rare, exonic variation amongst subjects with autism spectrum disorders and population controls

scientific article

CrowdVariant: a crowdsourcing approach to classify copy number variants

scientific article published on 01 January 2019

Deep Learning for Predicting Refractive Error From Retinal Fundus Images

scientific article published on 01 June 2018

Erratum: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

scientific article published on 23 January 2018

From FastQ data to high confidence variant calls: the Genome Analysis Toolkit best practices pipeline

scientific article

GenomeWarp: an alignment-based variant coordinate transformation

scientific article published on 01 November 2019

Human genomics. Effect of predicted protein-truncating genetic variants on the human transcriptome

scientific article

Identifying viruses from metagenomic data using deep learning

scientific article

In Silico Labeling: Predicting Fluorescent Labels in Unlabeled Images.

scientific article

Likelihood Ratios for Out-of-Distribution Detection ⬇️

scientific article published in January 2019

Patterns and rates of exonic de novo mutations in autism spectrum disorders

scientific article

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

scientific article published on 19 February 2018

Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

scientific article published on 19 December 2017

The distribution and mutagenesis of short coding INDELs from 1,128 whole exomes

scientific article

The genetic architecture of type 2 diabetes

scientific article (publication date: 11 July 2016)

List of works by Ryan Poplin

A Low-Frequency Inactivating AKT2 Variant Enriched in the Finnish Population Is Associated With Fasting Insulin Levels and Type 2 Diabetes Risk

A universal SNP and small-indel variant caller using deep neural networks

Analysis of protein-coding genetic variation in 60,706 humans

Analysis of rare, exonic variation amongst subjects with autism spectrum disorders and population controls

CrowdVariant: a crowdsourcing approach to classify copy number variants

Deep Learning for Predicting Refractive Error From Retinal Fundus Images

Erratum: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

From FastQ data to high confidence variant calls: the Genome Analysis Toolkit best practices pipeline

GenomeWarp: an alignment-based variant coordinate transformation

Human genomics. Effect of predicted protein-truncating genetic variants on the human transcriptome

Identifying viruses from metagenomic data using deep learning

In Silico Labeling: Predicting Fluorescent Labels in Unlabeled Images.

Likelihood Ratios for Out-of-Distribution Detection ⬇️

Patterns and rates of exonic de novo mutations in autism spectrum disorders

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

The distribution and mutagenesis of short coding INDELs from 1,128 whole exomes

The genetic architecture of type 2 diabetes