Dmitry Prokopenko

According to our database, Dmitry Prokopenko authored at least 8 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A framework to efficiently smooth L₁ penalties for linear regression.

Georg Hahn, Sharon Marie Lutz, Nilanjana Laha, Julian Hecker, Dmitry Prokopenko, Sanghun Lee, Woojoo Lee, Michael H. Cho, Edwin K. Silverman, Christoph Lange

Comput. Stat., April, 2026

2024

Fast computation of the eigensystem of genomic similarity matrices.

Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Michael H. Cho, Edwin K. Silverman, Scott T. Weiss, Christoph Lange

BMC Bioinform., December, 2024

Prediction of disease-free survival for precision medicine using cooperative learning on multi-omic data.

Georg Hahn, Dmitry Prokopenko, Julian Hecker, Sharon Marie Lutz, Kristina Mullin, Leinal Sejour, Winston Hide, Ioannis S. Vlachos, Stacia Desantis, Rudolph E. Tanzi, Christoph Lange

Briefings Bioinform., July, 2024

2023

A comparison between similarity matrices for principal component analysis to assess population stratification in sequenced genetic data sets.

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

Briefings Bioinform., January, 2023

2022

Unsupervised outlier detection applied to SARS-CoV-2 nucleotide sequences can identify sequences of common variants and other variants of interest.

Georg Hahn, Sanghun Lee, Dmitry Prokopenko, Jonathan Abraham, Tanya Novak, Julian Hecker, Michael H. Cho, Surender Khurana, Lindsey R. Baden, Adrienne G. Randolph, Scott T. Weiss, Christoph Lange

BMC Bioinform., December, 2022

2019

Local and Global Stratification Analysis in Whole Genome Sequencing (WGS) Studies Using LocStra.

Georg Hahn, Sharon Marie Lutz, Julian Hecker, Dmitry Prokopenko, Christoph Lange

Proceedings of the Computational Advances in Bio and Medical Sciences, 2019

2016

Utilizing the Jaccard index to reveal population stratification in sequencing data: a simulation study and an application to the 1000 Genomes Project.

Dmitry Prokopenko, Julian Hecker, Edwin K. Silverman, Marcello Pagano, Markus M. Nöthen, Christian Dina, Christoph Lange, Heide Loehlein Fier

Bioinform., 2016

2012

'Location, Location, Location': a spatial approach for rare variant analysis and an application to a study on non-syndromic cleft lip with or without cleft palate.

Heide Loehlein Fier, Sungho Won, Dmitry Prokopenko, Taofik AlChawa, Kerstin U. Ludwig, Rolf Fimmers, Edwin K. Silverman, Marcello Pagano, Elisabeth Mangold, Christoph Lange

Bioinform., 2012