Vladimir Svetnik

发表

A Deep Learning Approach for Automated Sleep-Wake Scoring in Pre-Clinical Animal Models

Vladimir Svetnik, Ting-Chuan Wang, Yuting Xu, 2020, Journal of Neuroscience Methods.

A Deep Dive into Machine Learning Models for Protein Engineering.

Nicholas Marshall, Junshui Ma, Vladimir Svetnik, 2020, Journal of chemical information and modeling.

Building Quantitative Structure-Activity Relationship Models Using Bayesian Additive Regression Trees

Andy Liaw, Vladimir Svetnik, Robert P Sheridan, 2019, J. Chem. Inf. Model..

STATISTICAL ANALYSIS OF HIGH DENSITY OLIGONUCLEOTIDE ARRAYS: A SAFER APPROACH

Vladimir Svetnik, Daniel J. Holder, Richard Raubertas, 2001 .

Generating hypotheses about molecular structure-activity relationships (SARs) by solving an optimization problem

Robert P. Sheridan, Andy Liaw, Junshui Ma, 2009, Stat. Anal. Data Min..

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships

Andy Liaw, Junshui Ma, Vladimir Svetnik, 2017, J. Chem. Inf. Model..

Statistical methods to estimate treatment effects from multichannel electroencephalography (EEG) data in clinical trials

Junshui Ma, Vladimir Svetnik, Shubing Wang, 2010, Journal of Neuroscience Methods.

The reciprocal Bayesian LASSO

Vladimir Svetnik, Rahim Alhamzawi, Himel Mallick, 2020, Statistics in medicine.

High-throughput ocular artifact reduction in multichannel electroencephalography (EEG) using component subspace projection

Junshui Ma, Vladimir Svetnik, Peining Tao, 2011, Journal of Neuroscience Methods.

Deep Neural Nets as a Method for Quantitative Structure-Activity Relationships

Robert P. Sheridan, Andy Liaw, Junshui Ma, 2015, J. Chem. Inf. Model..

Boosting: An Ensemble Learning Tool for Compound Classification and QSAR Modeling

Ting Wang, Robert P. Sheridan, Andy Liaw, 2005, J. Chem. Inf. Model..

Application of Breiman's Random Forest to Modeling Structure-Activity Relationships of Pharmaceutical Molecules

Ting Wang, Andy Liaw, Vladimir Svetnik, 2004, Multiple Classifier Systems.

Bios sensor with failsafe operating procedure to avoid false displays

Vladimir Svetnik, Terry A. Beaty, A. Robert Parks, 1994 .

Random Forest: A Classification and Regression Tool for Compound Classification and QSAR Modeling

Robert P. Sheridan, Andy Liaw, Vladimir Svetnik, 2003, J. Chem. Inf. Comput. Sci..

A Bayesian estimate of the concordance correlation coefficient with skewed data

Vladimir Svetnik, Dai Feng, Richard Baumgartner, 2015, Pharmaceutical statistics.

A Bayesian Framework for Estimating the Concordance Correlation Coefficient Using Skew-elliptical Distributions

Vladimir Svetnik, Dai Feng, Richard Baumgartner, 2018, The international journal of biostatistics.

The reciprocal Bayesian LASSO

Vladimir Svetnik, Rahim Alhamzawi, Himel Mallick, 2020, Statistics in medicine.

Detecting Novel Samples in Mass Spectral Data : A Clustering Approach

Vladimir Svetnik, Andy I. Liaw, 2001 .

Muscle artifacts in multichannel EEG: Characteristics and reduction

Junshui Ma, Vladimir Svetnik, Sevinç Bayram, 2012, Clinical Neurophysiology.

A comprehensive transcript index of the human genome generated using microarrays and computational approaches

Vladimir Svetnik, Eric E Schadt, Andrew Kasarskis, 2004, Genome Biology.

Expression of Cosmid-Size DNA of Slow-Growing Fungi in Aspergillus Nidulans for Secondary Metabolite Screening

Bert Gunter, Andy Liaw, Vladimir Svetnik, 2004 .

Alterations in cyclic alternating pattern associated with phase advanced sleep are differentially modulated by gaboxadol and zolpidem.

Junshui Ma, Vladimir Svetnik, Ellen Snyder, 2010, Sleep.

Variable Selection in Random Forest with Application to Quantitative Structure-Activity Relationship

Andy Liaw, Vladimir Svetnik, Christopher Tong, 2003 .

Evaluation of automated and semi-automated scoring of polysomnographic recordings from a clinical trial using zolpidem in the treatment of insomnia.

Junshui Ma, Vladimir Svetnik, S. Doran, 2007, Sleep.

EEG power spectra response to a 4-h phase advance and gaboxadol treatment in 822 men and women.

Junshui Ma, Vladimir Svetnik, Derk-Jan Dijk, 2011, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

EEG spectral analysis of NREM sleep in a large sample of patients with insomnia and good sleepers: effects of age, sex and part of the night

Junshui Ma, Vladimir Svetnik, C. Lines, 2017, Journal of sleep research.