Yuliya V. Karpievitch

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 3

Top Topics

Machine Learning Algorithms

Top Venues

J. Open Source Softw.

Publications

Alphons Gwatimba, Joseph Ho, Thomas Iosifidis, Yuliya V. Karpievitch
Rainbow: Automated Air-Liquid Interface Cell Culture Analysis Using Deep Optical Flow. J. Open Source Softw. 7 (71) (2022)
Akanksha Srivastava, Yuliya V. Karpievitch, Steven R. Eichten, Justin O. Borevitz, Ryan Lister
HOME: a histogram based machine learning approach for effective identification of differentially methylated regions. BMC Bioinform. 20 (1) (2019)
Irina Kuznetsova, Yuliya V. Karpievitch, Aleksandra Filipovska, Artur Lugmayr, Andreas Holzinger
Review of Machine Learning Algorithms in Differential Expression Analysis. CoRR (2017)
Yuliya V. Karpievitch, Alan R. Dabney, Richard D. Smith
Normalization and missing value imputation for label-free LC-MS analysis. BMC Bioinform. 13 (S-16) (2012)
Thomas Taverner, Yuliya V. Karpievitch, Ashoka D. Polpitiya, Joseph N. Brown, Alan R. Dabney, Gordon A. Anderson, Richard D. Smith
DanteR: an extensible R-based tool for quantitative analysis of -omics data. Bioinform. 28 (18) (2012)
Yuliya V. Karpievitch, Thomas Taverner, Joshua N. Adkins, Stephen J. Callister, Gordon A. Anderson, Richard D. Smith, Alan R. Dabney
Normalization of peak intensities in bottom-up MS-based proteomics using singular value decomposition. Bioinform. 25 (19) (2009)
Yuliya V. Karpievitch, Jeff Stanley, Thomas Taverner, Jianhua Huang, Joshua N. Adkins, Charles Ansong, Fred Heffron, Thomas O. Metz, Wei-Jun Qian, Hyunjin Yoon, Richard D. Smith, Alan R. Dabney
A statistical framework for protein quantitation in bottom-up MS-based proteomics. Bioinform. 25 (16) (2009)
Yuliya V. Karpievitch, Elizabeth G. Hill, Adam J. Smolka, Jeffrey S. Morris, Kevin R. Coombes, Keith A. Baggerly, Jonas S. Almeida
PrepMS: TOF MS data graphical preprocessing tool. Bioinform. 23 (2) (2007)
Yuliya V. Karpievitch, Jonas S. Almeida
mGrid: A load-balanced distributed computing environment for the remote execution of the user-defined Matlab code. BMC Bioinform. 7 (2006)