University of Oregon · BiologyKern Genomics Lab
Andrew D Kern · Eugene, Oregon
Research Focus
Dr. Andrew D. Kern's lab at the University of Oregon focuses on using deep learning techniques to analyze population genetics data. Their research aims to develop cutting-edge software tools that can handle large genetic datasets and improve predictions regarding genetic variation. By integrating advanced computational methods, the lab seeks to enhance our understanding of genetic structure and evolution in diverse populations.
deep learningpopulation geneticsgenomic analysismachine learningsoftware development
Research Aims
5AIM 01Develop deep learning models for analyzing large genomic datasets.
AIM 02Create user-friendly software tools for population genetic inference.
AIM 03Investigate uncertainty estimation in deep learning predictions.
AIM 04Explore self-supervised learning techniques in population genetics.
AIM 05Enhance methodologies for analyzing ancestral recombination graphs.
Skills the Lab Values
deep neural networksgraph learningbioinformaticsprogramming in PythonDNA sequence analysis
Output against the department
Publications146top 47% of dept.480th of 1,033
this lab
most publishedleast published
Citations16ktop 24% of dept.247th of 1,033
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.