Julian Hecker

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Cooperative Learning

Outlier Detection

Similarity Matrices

Top Venues

Briefings Bioinform.

Publications

Georg Hahn, Dmitry Prokopenko, Julian Hecker, Sharon Marie Lutz, Kristina Mullin, Leinal Sejour, Winston Hide, Ioannis Vlachos, Stacia Desantis, Rudolph E. Tanzi, Christoph Lange
Prediction of disease-free survival for precision medicine using cooperative learning on multi-omic data. Briefings Bioinform. 25 (4) (2024)
Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Michael H. Cho, Edwin K. Silverman, Scott T. Weiss, Christoph Lange
Fast computation of the eigensystem of genomic similarity matrices. BMC Bioinform. 25 (1) (2024)
Sanghun Lee, Georg Hahn, Julian Hecker, Sharon Marie Lutz, Kristina Mullin, Winston Hide, Lars Bertram, Dawn L. Demeo, Rudolph E. Tanzi, Christoph Lange, Dmitry Prokopenko
A comparison between similarity matrices for principal component analysis to assess population stratification in sequenced genetic data sets. Briefings Bioinform. 24 (1) (2023)
Georg Hahn, Sanghun Lee, Dmitry Prokopenko, Jonathan Abraham, Tanya Novak, Julian Hecker, Michael Cho, Surender Khurana, Lindsey R. Baden, Adrienne G. Randolph, Scott T. Weiss, Christoph Lange
Unsupervised outlier detection applied to SARS-CoV-2 nucleotide sequences can identify sequences of common variants and other variants of interest. BMC Bioinform. 23 (1) (2022)
Julian Hecker, F. William Townes, Priyadarshini Kachroo, Cecelia A. Laurie, Jessica Lasky-Su, John Ziniti, Michael H. Cho, Scott T. Weiss, Nan M. Laird, Christoph Lange
A unifying framework for rare variant association testing in family-based designs, including higher criticism approaches, SKATs, and burden tests. Bioinform. 36 (22-23) (2021)
Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Christoph Lange
Local and Global Stratification Analysis in Whole Genome Sequencing (WGS) Studies Using LocStra. ICCABS (2019)
Dmitry Prokopenko, Julian Hecker, Edwin K. Silverman, Marcello Pagano, Markus M. Nöthen, Christian Dina, Christoph Lange, Heide Loehlein Fier
Utilizing the Jaccard index to reveal population stratification in sequencing data: a simulation study and an application to the 1000 Genomes Project. Bioinform. 32 (9) (2016)