Olga Vitek

42 papers A* 2B 2Journal 37Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal identification with Y
CoRR
Charles Tapley Hoyt, Craig Bakker, Richard J. Callahan, Joseph Cottam, August George, Benjamin M. Gyori, Haley M. Hummel, Nathaniel Merrill, Sara Mohammad Taheri, Pruthvi Prakash Navada, Marc-Antoine Parent, Adam Rupe, Olga Vitek, Jeremy Zucker
2025 J jnl
Relative quantification of proteins and post-translational modifications in proteomic experiments with shared peptides: a weight-based approach.
Bioinform.
Mateusz Staniak, Ting Huang, Amanda M. Figueroa-Navedo, Devon Kohler, Meena Choi, Trent Hinkle, Tracy Kleinheinz, Robert Blake, Christopher M. Rose, Yingrong Xu, Pierre M. Jean Beltran, Liang Xue, Malgorzata Bogdan, Olga Vitek
2024 J jnl
<tt>Eliater</tt>: a Python package for estimating outcomes of perturbations in biomolecular networks.
Bioinform.
Sara Mohammad Taheri, Pruthvi Prakash Navada, Charles Tapley Hoyt, Jeremy Zucker, Karen Sachs, Benjamin M. Gyori, Olga Vitek
2024 J jnl
<tt>MSIreg</tt>: an R package for unsupervised coregistration of mass spectrometry and H&E images.
Bioinform.
Sai Srikanth Lakkimsetty, Andreas Weber, Kylie A. Bemis, Verena Stehl, Peter Bronsert, Melanie Christine Föll, Olga Vitek
2023 J jnl
A noise-robust deep clustering of biomolecular ions improves interpretability of mass spectrometric images.
Bioinform.
Dan Guo, Melanie Christine Föll, Kylie A. Bemis, Olga Vitek
2023 J jnl
Optimal adjustment sets for causal query estimation in partially observed biomolecular networks.
Bioinform.
Sara Mohammad Taheri, Vartika Tewari, Rohan Kapre, Ehsan Rahiminasab, Karen Sachs, Charles Tapley Hoyt, Jeremy Zucker, Olga Vitek
2022 J jnl
Do-calculus enables estimation of causal effects in partially observed biomolecular pathways.
Bioinform.
Sara Mohammad Taheri, Jeremy Zucker, Charles Tapley Hoyt, Karen Sachs, Vartika Tewari, Robert Osazuwa Ness, Olga Vitek
2022 J jnl
Effective Use of Likert Scales in Visualization Evaluations: A Systematic Review.
Comput. Graph. Forum
Laura South, David Saffo, Olga Vitek, Cody Dunne, Michelle A. Borkin
2021 J jnl
Do-calculus enables causal reasoning with latent variable models.
CoRR
Sara Mohammad Taheri, Robert Osazuwa Ness, Jeremy Zucker, Olga Vitek
2021 J jnl
Leveraging Structured Biological Knowledge for Counterfactual Inference: A Case Study of Viral Pathogenesis.
IEEE Trans. Big Data
Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie L. Oxford, Robert Osazuwa Ness, Olga Vitek
2021 J jnl
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis.
CoRR
Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie L. Oxford, Robert Osazuwa Ness, Olga Vitek
2020 J jnl
Deep multiple instance learning classifies subtissue locations in mass spectrometry images from tissue-level annotations.
Bioinform.
Dan Guo, Melanie Christine Föll, Veronika Volkmann, Kathrin Enderle-Ammour, Peter Bronsert, Oliver Schilling, Olga Vitek
2020 J jnl
Investigating usability of MSstatsQC software.
CoRR
Sara Mohammad Taheri, Omkar Terse, Eralp Dogu, Magy Seif El-Nasr, Olga Vitek
2020 J jnl
New mixture models for decoy-free false discovery rate estimation in mass spectrometry proteomics.
Bioinform.
Yisu Peng, Shantanu Jain, Yong Fuga Li, Michal Gregus, Alexander R. Ivanov, Olga Vitek, Predrag Radivojac
2019 A* conf
Evaluating Pan and Zoom Timelines and Sliders.
CHI
Michail Schwab, Sicheng Hao, Olga Vitek, James Tompkin, Jeff Huang, Michelle A. Borkin
2019 J jnl
FSE/CACM Rebuttal
CoRR
Emery D. Berger, Petr Maj, Olga Vitek, Jan Vitek
2019 A* conf
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems.
NeurIPS
Robert Osazuwa Ness, Kaushal Paneri, Olga Vitek
2019 J jnl
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems.
CoRR
Robert Osazuwa Ness, Kaushal Paneri, Olga Vitek
2019 J jnl
On the Impact of Programming Languages on Code Quality.
CoRR
Emery D. Berger, Celeste Hollenbeck, Petr Maj, Olga Vitek, Jan Vitek
2019 J jnl
On the Impact of Programming Languages on Code Quality: A Reproduction Study.
ACM Trans. Program. Lang. Syst.
Emery D. Berger, Celeste Hollenbeck, Petr Maj, Olga Vitek, Jan Vitek
2019 J jnl
Unsupervised segmentation of mass spectrometric ion images characterizes morphology of tissues.
Bioinform.
Dan Guo, Kylie A. Bemis, Catherine Rawlins, Jeffrey N. Agar, Olga Vitek
2018 J jnl
A Bayesian Active Learning Experimental Design for Inferring Signaling Networks.
J. Comput. Biol.
Robert Osazuwa Ness, Karen Sachs, Parag Mallick, Olga Vitek
2018 B conf
Statistical Inference of Peroxisome Dynamics.
RECOMB
Cyril Galitzine, Pierre M. Jean Beltran, Ileana M. Cristea, Olga Vitek
2017 B conf
A Bayesian Active Learning Experimental Design for Inferring Signaling Networks.
RECOMB
Robert Osazuwa Ness, Karen Sachs, Parag Mallick, Olga Vitek
2017 J jnl
matter: an R package for rapid prototyping with larger-than-memory datasets on disk.
Bioinform.
Kylie A. Bemis, Olga Vitek
2015 J jnl
Computational Mass Spectrometry (Dagstuhl Seminar 15351).
Dagstuhl Reports
Rudolf Aebersold, Oliver Kohlbacher, Olga Vitek
2015 J jnl
Statistical elimination of spectral features with large between-run variation enhances quantitative protein-level conclusions in experiments with data-independent spectral acquisition.
BMC Bioinform.
Lin-Yang Cheng, Yansheng Liu, Ching-Yun Chang, Hannes L. Röst, Ruedi Aebersold, Olga Vitek
2015 J jnl
Using collective expert judgements to evaluate quality measures of mass spectrometry images.
Bioinform.
Andrew Palmer, Ekaterina Ovchinnikova, Mikael Thuné, Régis Lavigne, Blandine Guével, Andrey Dyatlov, Olga Vitek, Charles Pineau, Mats Borén, Theodore Alexandrov
2014 J jnl
A framework for installable external tools in Skyline.
Bioinform.
Daniel Broudy, Trevor Killeen, Meena Choi, Nicholas Shulman, Deepak R. Mani, Susan E. Abbatiello, Deepak Mani, Rushdy Ahmad, Alexandria K. Sahu, Birgit Schilling, Kaipo Tamura, Yuval Boss, Vagisha Sharma, Bradford W. Gibson, Steven A. Carr, Olga Vitek, Michael J. MacCoss, Brendan MacLean
2014 J jnl
MSstats: an R package for statistical analysis of quantitative mass spectrometry-based proteomic experiments.
Bioinform.
Meena Choi, Ching-Yun Chang, Timothy Clough, Daniel Broudy, Trevor Killeen, Brendan MacLean, Olga Vitek
2013 J jnl
Computational Mass Spectrometry (Dagstuhl Seminar 13491).
Dagstuhl Reports
Ruedi Aebersold, Oliver Kohlbacher, Olga Vitek
2013 J jnl
Leading a Statistical Bioinformatics Lab: It's All About Finding Balance.
PLoS Comput. Biol.
Olga Vitek
2013 J jnl
Shrinkage estimation of dispersion in Negative Binomial models for RNA-seq experiments with small sample size.
Bioinform.
Danni Yu, Wolfgang Huber, Olga Vitek
2012 J jnl
A statistical model-building perspective to identification of MS/MS spectra with PeptideProphet.
BMC Bioinform.
Kelvin Ma, Olga Vitek, Alexey I. Nesvizhskii
2012 J jnl
Spatial segmentation and feature selection for desi imaging mass spectrometry data with spatially-aware sparse clustering.
BMC Bioinform.
Kyle D. Bemis, Livia Eberlin, Christina Ferreira, R. Cooks, Olga Vitek
2012 J jnl
Statistical protein quantification and significance analysis in label-free LC-MS experiments with complex designs.
BMC Bioinform.
Timothy Clough, Safia Thaminy, Susanne Ragg, Ruedi Aebersold, Olga Vitek
2011 J jnl
Computational Mass Spectrometry-Based Proteomics.
PLoS Comput. Biol.
Lukas Käll, Olga Vitek
2011 J jnl
Identification and quantification of metabolites in
Bioinform.
Cheng Zheng, Shucha Zhang, Susanne Ragg, Daniel Raftery, Olga Vitek
2011 J jnl
Noise reduction in genome-wide perturbation screens using linear mixed-effect models.
Bioinform.
Danni Yu, John Danku, Ivan Baxter, Sungjin Kim, Olena K. Vatamaniuk, David E. Salt, Olga Vitek
2009 J jnl
Getting Started in Computational Mass Spectrometry-Based Proteomics.
PLoS Comput. Biol.
Olga Vitek
2008 J jnl
Corra: Computational framework and tools for LC-MS discovery and targeted mass spectrometry-based proteomics.
BMC Bioinform.
Mi-Youn K. Brusniak, Bernd Bodenmiller, David S. Campbell, Kelly Cooke, James Eddes, Andrew Garbutt, Hollis Lau, Simon Letarte, Lukas N. Mueller, Vagisha Sharma, Olga Vitek, Ning Zhang, Ruedi Aebersold, Julian D. Watts
2005 — conf
Reconsidering complete search algorithms for protein backbone NMR assignment.
ECCB/JBI
Olga Vitek, Chris Bailey-Kellogg, Bruce A. Craig, Paul Kuliniewicz, Jan Vitek