World's Best Scientists 2026 revealed!

Overview

Daniel L. Koller is affiliated with Indiana University in the United States. Their research primarily spans the broad domain of Biochemistry, Genetics, and Molecular Biology, with a specific focus on Genetics, Molecular Biology, Artificial Intelligence, Biophysics, and Information Systems and Management.

Their published work covers various topics including Genetic Associations and Epidemiology, Cell Image Analysis Techniques, Genetic Mapping and Diversity in Plants and Animals, Scientific Computing and Data Management, Topic Modeling, Research Data Management Practices, and CRISPR and Genetic Engineering.

Frequent coauthors collaborating with Daniel L. Koller include Zachary R. McCaw, Theofanis Karaletsos, Hari Somineni, Sumit Mukherjee, and David Amar. Their publications are often featured in venues such as bioRxiv (Cold Spring Harbor Laboratory), NEJM AI, Human Genetics and Genomics Advances, and Cancer Research.

Selected recent papers authored or coauthored by Daniel L. Koller include:

  • Why We Support and Encourage the Use of Large Language Models in NEJM AI Submissions, 2023, NEJM AI
  • A Pooled Cell Painting CRISPR Screening Platform Enables de novo Inference of Gene Function by Self-supervised Deep Learning, 2023, bioRxiv (Cold Spring Harbor Laboratory)
  • Deep Learning Analysis on Images of iPSC-derived Motor Neurons Carrying fALS-genetics Reveals Disease-Relevant Phenotypes, 2024, bioRxiv (Cold Spring Harbor Laboratory)
  • Machine learning across multiple imaging and biomarker modalities in the UK Biobank improves genetic discovery for liver fat accumulation, 2024, bioRxiv (Cold Spring Harbor Laboratory)
  • Pitfalls in performing genome-wide association studies on ratio traits, 2023, bioRxiv (Cold Spring Harbor Laboratory)

Best Publications

  • Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs

    S. Hong Lee;Stephan Ripke;Stephan Ripke;Benjamin M. Neale;Benjamin M. Neale;Stephen V. Faraone

  • Common genetic determinants of vitamin D insufficiency: a genome-wide association study

    Thomas J. Wang;Feng Zhang;J. Brent Richards;Bryan Kestenbaum

  • Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4

    Pamela Sklar;Pamela Sklar;Stephan Ripke;Stephan Ripke;Laura J. Scott;Ole A. Andreassen

  • Genome-wide meta-analysis identifies 56 bone mineral density loci and reveals 14 loci associated with risk of fracture

    Karol Estrada;Unnur Styrkarsdottir;Evangelos Evangelou;Yi-Hsiang Hsu

  • Psychiatric genome-wide association study analyses implicate neuronal, immune and histone pathways

    Colm O'Dushlaine;Lizzy Rossin;Phil H. Lee;Laramie Duncan;Laramie Duncan

  • Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche

    John R.B. Perry;Felix Day;Cathy E. Elks;Patrick Sulem

  • Thirty new loci for age at menarche identified by a meta-analysis of genome-wide association studies

    Cathy E. Elks;John R B Perry;Patrick Sulem;Daniel I. Chasman

  • Convergent functional genomics of schizophrenia: from comprehensive understanding to genetic risk prediction.

    M. Ayalew;H. Le-Niculescu;D. F. Levey;N. Jain

  • Genome-wide association study of bipolar disorder in European American and African American individuals.

    E. N. Smith;E. N. Smith;C. S. Bloss;J. A. Badner;T. Barrett

  • Localization of the gene for familial primary pulmonary hypertension to chromosome 2q31–32

    William C. Nichols;Daniel L. Koller;Bonnie Slovis;Tatiana Foroud

  • Genome-wide association study of alcohol dependence implicates a region on chromosome 11

    Howard J. Edenberg;Daniel L. Koller;Xiaoling Xuei;Leah Wetherill

  • Genome screen for QTLs contributing to normal variation in bone mineral density and osteoporosis

    D. L. Koller;M. J. Econs;Phillip A. Morin;J. C. Christian

  • Joint Analysis of Psychiatric Disorders Increases Accuracy of Risk Prediction for Schizophrenia, Bipolar Disorder, and Major Depressive Disorder

    Robert Maier;Gerhard Moser;Guo-Bo Chen;Stephan Ripke

  • Genome-wide association study of 40,000 individuals identifies two novel loci associated with bipolar disorder.

    Liping Hou;Sarah E. Bergen;Sarah E. Bergen;Nirmala Akula;Jie Song

  • Parent-of-origin specific allelic associations among 106 genomic loci for age at menarche

    John Rb Perry;Felix Day;Cathy E. Elks;Patrick Sulem

  • Combined sequence-based and genetic mapping analysis of complex traits in outbred rats

    A. Baud;R. Hermsen;V. Guryev;P. Stridh

  • Meta-Analysis of Genome-Wide Scans Provides Evidence for Sex- and Site-Specific Regulation of Bone Mass

    John P.A. Ioannidis;John P.A. Ioannidis;John P.A. Ioannidis;Mandy Y. Ng;Pak C. Sham;Pak C. Sham;Elias Zintzaras

  • Linkage of a QTL contributing to normal variation in bone mineral density to chromosome 11q12-13

    D. L. Koller;L. A. Rodriguez;J. C. Christian;C. W. Slemenda

  • Enrichment of Cis-Regulatory Gene Expression SNPs and Methylation Quantitative Trait Loci Among Bipolar Disorder Susceptibility Variants

    E. R. Gamazon;J. A. Badner;L. Cheng;C. Zhang

  • Singleton deletions throughout the genome increase risk of bipolar disorder

    Dandan Zhang;Lijun Cheng;Yudong Qian;Ney Alliey-Rodriguez

Frequent Co-Authors

Tatiana Foroud
Tatiana Foroud Indiana University
Howard J. Edenberg
Howard J. Edenberg Indiana University
John I. Nurnberger
John I. Nurnberger Indiana University
Nicholas J. Schork
Nicholas J. Schork Translational Genomics Research Institute
David Karasik
David Karasik Bar-Ilan University
Erin N. Smith
Erin N. Smith University of California, San Diego
John P. Rice
John P. Rice Washington University in St. Louis
Kari Stefansson
Kari Stefansson deCODE Genetics (Iceland)
Aarno Palotie
Aarno Palotie University of Helsinki
John R. Kelsoe
John R. Kelsoe University of California, San Diego

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