Vladimir Svetnik - Publications, H-index & Citations

Vladimir Svetnik

merck & company

20H指数

72论文数

6.5K被引数

收录论文 25

发表时间

Conformal Selection for Efficient and Accurate Compound Screening in Drug Discovery

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-12-01

PREAI

Bai, Tian; Tang, Peng; Xu, Yuting; Svetnik, Vladimir; Yang, Bingjia; Khalili, Abbas; Yu, Xiang; Yang, Archer Y.

Creating a Proxy for Baseline Eastern Cooperative Oncology Group Performance Status in Electronic Health Records for Comparative Effectiveness Research in Advanced Non-Small Cell Lung Cancer

JCO CLINICAL CANCER INFORMATICS

IF2.8

2025-04-01

PREAI

Johnson, Michael; Tao, Peining; Burcu, Mehmet; Kang, John; Baumgartner, Richard; Ma, Junshui; Svetnik, Vladimir

A novel machine learning based framework for developing composite digital biomarkers of disease progression

FRONTIERS IN DIGITAL HEALTH

IF3.8

2025-01-10

OAAI

Zhai, Song; Liaw, Andy; Shen, Judong; Xu, Yuting; Svetnik, Vladimir; Fitzgerald, James J.; Antoniades, Chrystalina A.; Holder, Dan; Dockendorf, Marissa F.; Ren, Jie; Baumgartner, Richard

Development and Evaluation of Conformal Prediction Methods for Quantitative Structure-Activity Relationship

ACS OMEGA

IF4.3

2024-06-27

OAAI

Xu, Yuting; Liaw, Andy; Sheridan, Robert P.; Svetnik, Vladimir

Phase advance of bedtimes in Alzheimer's disease

SLEEP

IF4.9

2023-08-04

PREAI

Bliwise, Donald L.; Wang, Ting-Chuan; Svetnik, Vladimir; Zammit, Gary; Tao, Peining; Lines, Christopher; Herring, W. Joseph

Comparison of polysomnography in people with Alzheimer's disease and insomnia versus non-demented elderly people with insomnia

SLEEP MEDICINE

IF3.4

2023-01-01

OAAI

Tao, Peining; Svetnik, Vladimir; Bliwise, Donald L.; Zammit, Gary; Lines, Christopher; Herring, W. Joseph

Pilot evaluation of a consumer wearable device to assess sleep in a clinical polysomnography trial of suvorexant for treating insomnia in patients with Alzheimer's disease

JOURNAL OF SLEEP RESEARCH

IF3.9

2021-08-02

PREAI

Svetnik, Vladimir; Wang, Ting-Chuan; Ceesay, Paulette; Snyder, Ellen; Ceren, Omar; Bliwise, Donald; Budd, Kerry; Hutzelmann, Jill; Stevens, Joanne; Lines, Christopher; Michelson, David; Herring, W. Joseph

Use of the single-item Patient Global Impression-Severity scale as a self-reported assessment of insomnia severity 使用单项患者总体印象-严重程度量表作为失眠严重程度的自我报告评估

JOURNAL OF SLEEP RESEARCH

IF3.9

2020-07-30

PREAI

Snyder, Ellen S.; Tao, Peining; Svetnik, Vladimir; Lines, Christopher; Herring, W. Joseph

Deep Dive into Machine Learning Models for Protein Engineering

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2020-04-06

151

OAAI

Xu, Yuting; Verma, Deeptak; Sheridan, Robert P.; Liaw, Andy; Ma, Junshui; Marshall, Nicholas M.; McIntosh, John; Sherer, Edward C.; Svetnik, Vladimir; Johnston, Jennifer M.

How well can a large number of polysomnography sleep measures predict subjective sleep quality in insomnia patients?

SLEEP MEDICINE

IF3.4

2020-03-01

PREAI

Svetnik, Vladimir; Snyder, Ellen S.; Tao, Peining; Roth, Thomas; Lines, Christopher; Herring, W. Joseph

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

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2019-04-18

PREAI

Feng, Dai; Syetnik, Vladimir; Liaw, Andy; Pratola, Matthew; Sheridan, Robert P.

Insight Into Reduction of Wakefulness by Suvorexant in Patients With Insomnia: Analysis of Wake Bouts

SLEEP

IF4.9

2017-11-03

OAAI

Svetnik, Vladimir; Snyder, Ellen S.; Tao, Peining; Scammell, Thomas E.; Roth, Thomas; Lines, Christopher; Herring, W. Joseph

Demystifying Multitask Deep Neural Networks for Quantitative Structure-Activity Relationships

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2017-10-02

179

PREAI

Xu, Yuting; Ma, Junshui; Liaw, Andy; Sheridan, Robert P.; Svetnik, Vladimir

Pharmacodynamic effects of suvorexant and zolpidem on EEG during sleep in healthy subjects

EUROPEAN NEUROPSYCHOPHARMACOLOGY

IF6.7

2016-10-01

PREAI

Struyk, Arie; Gargano, Cynthia; Drexel, Melissa; Stoch, S. Aubrey; Svetnik, Vladimir; Ma, Junshui; Mayleben, David

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 在大量失眠和睡眠良好的患者中，NREM睡眠的脑电图频谱分析: 年龄，性别和夜间部分时间的影响

JOURNAL OF SLEEP RESEARCH

IF3.9

2016-09-16

OAAI

Svetnik, Vladimir; Snyder, Ellen S.; Ma, Junshui; Tao, Peining; Lines, Christopher; Herring, William Joseph

Orexin 2 Receptor Antagonism is Sufficient to Promote NREM and REM Sleep from Mouse to Man

SCIENTIFIC REPORTS

IF3.9

2016-06-03

OAAI

Gotter, Anthony L.; Forman, Mark S.; Harrell, Charles M.; Stevens, Joanne; Svetnik, Vladimir; Yee, Ka Lai; Li, Xiaodong; Roecker, Anthony J.; Fox, Steven V.; Tannenbaum, Pamela L.; Garson, Susan L.; De Lepeleire, Inge; Calder, Nicole; Rosen, Laura; Struyk, Arie; Coleman, Paul J.; Herring, W. Joseph; Renger, John J.; Winrow, Christopher J.

Effects of suvorexant on sleep architecture and power spectral profile in patients with insomnia: analysis of pooled phase 3 data

SLEEP MEDICINE

IF3.4

2016-03-01

PREAI

Snyder, Ellen; Ma, Junshui; Svetnik, Vladimir; Connor, Kathryn M.; Lines, Christopher; Michelson, David; Herring, W. Joseph

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

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2015-02-17

849

PREAI

Ma, Junshui; Sheridan, Robert P.; Liaw, Andy; Dahl, George E.; Svetnik, Vladimir

Electroencephalographic Power Spectral Density Profile of the Orexin Receptor Antagonist Suvorexant in Patients with Primary Insomnia and Healthy Subjects

SLEEP

IF4.9

2014-10-01

OAAI

Ma, Junshui; Svetnik, Vladimir; Snyder, Ellen; Lines, Christopher; Roth, Thomas; Herring, W. Joseph

Efavirenz modulation of sleep spindles and sleep spectral profile

JOURNAL OF SLEEP RESEARCH

IF3.9

2014-08-12

PREAI

Simen, Arthur A.; Ma, Junshui; Svetnik, Vladimir; Mayleben, David; Maynard, James; Roth, Adam; Mixson, Lori; Mogg, Robin; Shera, David; George, Laura; Mast, T. Chris; Beals, Chan; Stoch, Aubrey; Struyk, Arie; Shire, Norah; Fraser, Iain

研究方向