Mark S. Cohen

Publication Activity (10 Years)

Years Active: 2002-2018
Publications (10 Years): 4

Top Topics

Conditional Dependence

Negative Matrix Factorization

Microarray Classification

Feature Representation

Top Venues

J. Biomed. Informatics

Publications

Don A. Vaughn, Welmoed K. van Deen, Wesley T. Kerr, Travis R. Meyer, Andrea L. Bertozzi, Daniel W. Hommes, Mark S. Cohen
Using insurance claims to predict and improve hospitalizations and biologics use in members with inflammatory bowel diseases. J. Biomed. Informatics 81 (2018)
Jamie D. Feusner, Wesley T. Kerr, Teena D. Moody, Aifeng F. Zhang, Mark S. Cohen, Alex D. Leow, Michael A. Strober, Don A. Vaughn
Cross-diagnostic Prediction of Dimensional Psychiatric Phenotypes in Anorexia Nervosa and Body Dysmorphic Disorder Using Multimodal Neuroimaging and Psychometric Data. GRAIL/Beyond-MIC@MICCAI (2018)
Ariana E. Anderson, Wesley T. Kerr, April Thames, Tong Li, Jiayang Xiao, Mark S. Cohen
Electronic health record phenotyping improves detection and screening of type 2 diabetes in the general United States population: A cross-sectional, unselected, retrospective study. J. Biomed. Informatics 60 (2016)
Mark S. Cohen
Domain knowledge and feature representation. BCI (2016)
Agatha Lenartowicz, Gregory V. Simpson, Catherine M. Haber, Mark S. Cohen
Neurophysiological Signals of Ignoring and Attending Are Separable and Related to Performance during Sustained Intersensory Attention. J. Cogn. Neurosci. 26 (9) (2014)
Wesley T. Kerr, Pamela K. Douglas, Ariana E. Anderson, Mark S. Cohen
The utility of data-driven feature selection: Re: Chu et al. 2012. NeuroImage 84 (2014)
Ariana E. Anderson, Pamela K. Douglas, Wesley T. Kerr, Virginia S. Haynes, Alan L. Yuille, Jianwen Xie, Ying Nian Wu, Jesse A. Brown, Mark S. Cohen
Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHD. NeuroImage 102 (2014)
Wesley T. Kerr, Eric S. Hwang, Kaavya R. Raman, Sarah E. Barritt, Akash B. Patel, Justine M. Le, Jessica M. Hori, Emily C. Davis, Chelsea T. Braesch, Emily A. Janio, Edward P. Lau, Andrew Y. Cho, Ariana E. Anderson, Daniel H. S. Silverman, Noriko Salamon, Jerome Engel, John M. Stern, Mark S. Cohen
Multimodal diagnosis of epilepsy using conditional dependence and multiple imputation. PRNI (2014)
Hongjing Xia, Dan Ruan, Mark S. Cohen
BCG Artifact Removal for Reconstructing Full-Scalp EEG Inside the MR Scanner. PRNI (2013)
Hongjing Xia, Dan Ruan, Mark S. Cohen
Coupled basis learning and regularized reconstruction for BCG artifact removal in simultaneous EEG-FMRI studies. ISBI (2013)
Wesley T. Kerr, Andrew Y. Cho, Ariana E. Anderson, Pamela K. Douglas, Edward P. Lau, Eric S. Hwang, Kaavya R. Raman, Aaron Trefler, Mark S. Cohen, Stefan T. Nguyen, Navya M. Reddy, Daniel H. S. Silverman
Balancing Clinical and Pathologic Relevance in the Machine Learning Diagnosis of Epilepsy. PRNI (2013)
Ariana E. Anderson, Mark S. Cohen
Reducing Clinical Trial Costs by Detecting and Measuring the Placebo Effect and Treatment Effect Using Brain Imaging. MMVR (2013)
Wesley T. Kerr, Ariana E. Anderson, Hongjing Xia, Eric S. Braun, Edward P. Lau, Andrew Y. Cho, Mark S. Cohen
Parameter Selection in Mutual Information-Based Feature Selection in Automated Diagnosis of Multiple Epilepsies Using Scalp EEG. PRNI (2012)
Debra S. Rivera, Mark S. Cohen, W. Gilbert Clark, Allen C. Chu, Ray L. Nunnally, Jolinda C. Smith, Dixie Mills, Jack W. Judy
An Implantable RF Solenoid for Magnetic Resonance Microscopy and Microspectroscopy. IEEE Trans. Biomed. Eng. 59 (8) (2012)
Mark S. Cohen, Franz Schmitt
Echo planar imaging before and after fMRI: A personal history. NeuroImage 62 (2) (2012)
Ariana E. Anderson, Dianna Han, Pamela K. Douglas, Jennifer Bramen, Mark S. Cohen
Real-Time Functional MRI Classification of Brain States Using Markov-SVM Hybrid Models: Peering Inside the rt-fMRI Black Box. MLINI (2011)
Philippe-Olivier Harvey, Junghee Lee, Mark S. Cohen, Stephen A. Engel, David C. Glahn, Keith H. Nuechterlein, Jonathan K. Wynn, Michael F. Green
Altered dynamic coupling of lateral occipital complex during visual perception in schizophrenia. NeuroImage 55 (3) (2011)
Pamela K. Douglas, Sam Harris, Alan L. Yuille, Mark S. Cohen
Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief. NeuroImage 56 (2) (2011)
Ariana E. Anderson, Jennifer Bramen, Pamela K. Douglas, Agatha Lenartowicz, Andrew Y. Cho, Chris Culbertson, Arthur L. Brody, Alan L. Yuille, Mark S. Cohen
Large sample group independent component analysis of functional magnetic resonance imaging using anatomical atlas-based reduction and bootstrapped clustering. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Ariana E. Anderson, Jennifer S. Labus, Eduardo P. Vianna, Emeran A. Mayer, Mark S. Cohen
Common component classification: What can we learn from machine learning? NeuroImage 56 (2) (2011)
Ariana E. Anderson, Ivo D. Dinov, Jonathan E. Sherin, Javier Quintana, Alan L. Yuille, Mark S. Cohen
Classification of spatially unaligned fMRI scans. NeuroImage 49 (3) (2010)
Katherine H. Karlsgodt, David Shirinyan, Theo G. M. van Erp, Mark S. Cohen, Tyrone D. Cannon
Hippocampal activations during encoding and retrieval in a verbal working memory paradigm. NeuroImage 25 (4) (2005)
Michael F. Green, David C. Glahn, Stephen A. Engel, Keith H. Nuechterlein, Fred Sabb, Magda Strojwas, Mark S. Cohen
Regional Brain Activity Associated with Visual Backward Masking. J. Cogn. Neurosci. 17 (1) (2005)
Eduardo Martínez-Montes, Pedro A. Valdés-Sosa, Fumikazu Miwakeichi, Robin I. Goldman, Mark S. Cohen
Corrigendum to "Concurrent EEG/fMRI analysis by multiway partial least squares" [NeuroImage 22 (2004) 1023-1034]. NeuroImage 26 (3) (2005)
Eduardo Martínez-Montes, Pedro A. Valdés-Sosa, Fumikazu Miwakeichi, Robin I. Goldman, Mark S. Cohen
Concurrent EEG/fMRI analysis by multiway Partial Least Squares. NeuroImage 22 (3) (2004)
David C. Glahn, Jihie Kim, Mark S. Cohen, Veli-Pekka Poutanen, Sebastian Therman, S. Bava, Theo G. M. van Erp, Marko Manninen, Matti Huttunen, Jouko Lönnqvist, Carl-Gustav Standertskjöld-Nordenstam, Tyrone D. Cannon
Maintenance and Manipulation in Spatial Working Memory: Dissociations in the Prefrontal Cortex. NeuroImage 17 (1) (2002)