Lawrence Carin

Lawrence Carin

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Lawrence Carin

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Application of a machine learning algorithm to predict malignancy in thyroid cytopathology.

Cancer Cytopathol 2020 Feb 3. Epub 2020 Feb 3.

Department of Head and Neck Surgery and Communication Sciences, Duke University School of Medicine, Durham, North Carolina.

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http://dx.doi.org/10.1002/cncy.22238DOI Listing
February 2020

Identifying Smoking Environments From Images of Daily Life With Deep Learning.

JAMA Netw Open 2019 Aug 2;2(8):e197939. Epub 2019 Aug 2.

Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina.

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http://dx.doi.org/10.1001/jamanetworkopen.2019.7939DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6681554PMC
August 2019

Observations and Lessons Learned From the Artificial Intelligence Studies for Diabetic Retinopathy Screening.

JAMA Ophthalmol 2019 Jun 13. Epub 2019 Jun 13.

Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City.

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http://dx.doi.org/10.1001/jamaophthalmol.2019.1997DOI Listing
June 2019

Continuing progress of spike sorting in the era of big data.

Curr Opin Neurobiol 2019 04 8;55:90-96. Epub 2019 Mar 8.

Electrical and Computer Engineering, Duke University, United States.

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http://dx.doi.org/10.1016/j.conb.2019.02.007DOI Listing
April 2019

On Deep Learning for Medical Image Analysis.

JAMA 2018 Sep;320(11):1192-1193

Duke Clinical Research Institute, Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina.

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http://dx.doi.org/10.1001/jama.2018.13316DOI Listing
September 2018

Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model.

Proc Mach Learn Res 2018 Aug;85:312-331

Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6424486PMC
August 2018

Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability.

Cell 2018 03;173(1):166-180.e14

Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27710, USA; Department of Neurobiology, Duke University Medical Center, Durham, NC 27710, USA; Center for Neuroengineering, Duke University Medical Center, Durham, NC 27710, USA; Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA; Duke Institute for Brain Sciences, Duke University Medical Center, Durham, NC 27710, USA; Department of Biomedical Engineering, Duke University, Durham, NC 22208, USA. Electronic address:

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http://dx.doi.org/10.1016/j.cell.2018.02.012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005365PMC
March 2018

Dynamically Timed Stimulation of Corticolimbic Circuitry Activates a Stress-Compensatory Pathway.

Biol Psychiatry 2017 Dec 15;82(12):904-913. Epub 2017 Jun 15.

Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina; Department of Biomedical Engineering, Duke University Medical Center, Durham, North Carolina; Department of Neurobiology, Duke University Medical Center, Durham, North Carolina; Center for Neuroengineering, Duke University Medical Center, Durham, North Carolina; Duke Institute for Brain Sciences, Duke University Medical Center, Durham, North Carolina. Electronic address:

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http://dx.doi.org/10.1016/j.biopsych.2017.06.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013844PMC
December 2017

Information-Theoretic Compressive Measurement Design.

IEEE Trans Pattern Anal Mach Intell 2017 06 13;39(6):1150-1164. Epub 2016 May 13.

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http://dx.doi.org/10.1109/TPAMI.2016.2568189DOI Listing
June 2017

Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology.

Neuron 2016 07 23;91(2):439-52. Epub 2016 Jun 23.

Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27710, USA; Center for Neuroengineering, Duke University Medical Center, Durham, NC 27710, USA; Duke Institute for Brain Sciences, Duke University Medical Center, Durham, NC 27710, USA; Departments of Biomedical Engineering and Neurobiology, Duke University, Durham, NC 22208, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2016.05.038DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4986697PMC
July 2016

Spectral-temporal compressive imaging.

Opt Lett 2015 Sep;40(17):4054-7

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http://dx.doi.org/10.1364/OL.40.004054DOI Listing
September 2015

Negative Binomial Process Count and Mixture Modeling.

IEEE Trans Pattern Anal Mach Intell 2015 Feb;37(2):307-20

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http://dx.doi.org/10.1109/TPAMI.2013.211DOI Listing
February 2015

A Bayesian Nonparametric Approach to Image Super-Resolution.

IEEE Trans Pattern Anal Mach Intell 2015 Feb;37(2):346-58

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http://dx.doi.org/10.1109/TPAMI.2014.2321404DOI Listing
February 2015

An active learning approach for rapid characterization of endothelial cells in human tumors.

PLoS One 2014 6;9(3):e90495. Epub 2014 Mar 6.

Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America; Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0090495PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3946171PMC
January 2015

Quantitative arbor analytics: unsupervised harmonic co-clustering of populations of brain cell arbors based on L-measure.

Neuroinformatics 2015 Jan;13(1):47-63

Department of Electrical & Computer Engineering, University of Houston, Houston, TX, USA.

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http://dx.doi.org/10.1007/s12021-014-9237-2DOI Listing
January 2015

Bayesian joint analysis of heterogeneous genomics data.

Bioinformatics 2014 May 30;30(10):1370-6. Epub 2014 Jan 30.

G.S.Sanyal School of Telecommunications, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal 721302, India, Computational Biology & Bioinformatics, Duke University, Durham, NC 27705, USA, Quintiles, Durham, NC 27703, USA and Electrical & Computer Engineering Department, Duke University, Durham, NC 27705, USA.

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http://dx.doi.org/10.1093/bioinformatics/btu064DOI Listing
May 2014

Patient clustering with uncoded text in electronic medical records.

AMIA Annu Symp Proc 2013 16;2013:592-9. Epub 2013 Nov 16.

Quintiles, Durham, NC.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3900202PMC
May 2014

The potential for Bayesian compressive sensing to significantly reduce electron dose in high-resolution STEM images.

Microscopy (Oxf) 2014 Feb 22;63(1):41-51. Epub 2013 Oct 22.

National Security Directorate, Pacific Northwest National Laboratory, Richland, WA 99352, USA.

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http://dx.doi.org/10.1093/jmicro/dft042DOI Listing
February 2014

Relationship between intracortical electrode design and chronic recording function.

Biomaterials 2013 Nov 26;34(33):8061-74. Epub 2013 Jul 26.

Wallace H. Coulter Department of Biomedical Engineering at Georgia Institute of Technology and Emory University School of Medicine, 313 Ferst Drive, Atlanta, GA 30332-0535, USA.

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http://stanley.gatech.edu/wp-content/uploads/sites/32/2015/0
Web Search
http://linkinghub.elsevier.com/retrieve/pii/S014296121300798
Publisher Site
http://dx.doi.org/10.1016/j.biomaterials.2013.07.016DOI Listing
November 2013

Deep learning with hierarchical convolutional factor analysis.

IEEE Trans Pattern Anal Mach Intell 2013 Aug;35(8):1887-901

Electrical and Computer Engineering Department, Duke University, 130 Hudson Hall, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2013.19DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3683114PMC
August 2013

Bayesian Gaussian Copula Factor Models for Mixed Data.

J Am Stat Assoc 2013 Jun;108(502):656-665

Dept. of Statistical Science, Duke University, Durham, NC 27708 ( ).

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http://dx.doi.org/10.1080/01621459.2012.762328DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3753118PMC
June 2013

Coded aperture compressive temporal imaging.

Opt Express 2013 May;21(9):10526-45

Fitzpatrick Institute for Photonics, Department of Electrical and Computer Engineering Duke University, 129 Hudson Hall, Durham, North Carolina 27708, USA.

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http://dx.doi.org/10.1364/OE.21.010526DOI Listing
May 2013

Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process.

Bayesian Anal 2012 Dec;7(4):813-840

Department of Electrical & Computer Engineering, Duke University, Durham, NC

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http://dx.doi.org/10.1214/12-BA727DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3670617PMC
December 2012

Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images.

IEEE Trans Image Process 2012 Jan 20;21(1):130-44. Epub 2011 Jun 20.

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TIP.2011.2160072DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3601051PMC
January 2012

Bayesian robust principal component analysis.

IEEE Trans Image Process 2011 Dec 19;20(12):3419-30. Epub 2011 May 19.

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TIP.2011.2156801DOI Listing
December 2011

Detection of viruses via statistical gene expression analysis.

IEEE Trans Biomed Eng 2011 Mar 19;58(3):468-79. Epub 2010 Jul 19.

Department of Electrical and Computer Engineering, Duke University, Durham, NC 90291 USA.

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http://dx.doi.org/10.1109/TBME.2010.2059702DOI Listing
March 2011

Predicting Viral Infection From High-Dimensional Biomarker Trajectories.

J Am Stat Assoc 2011 Jan;106(496):1259-1279

Minhua Chen is Ph.D. Student, Electrical and Computer Engineering Department, Aimee Zaas is Associate Professor, Christopher Woods is Associate Professor, Geoffrey S. Ginsburg is Professor and Director of Genomic Medicine, and Joseph Lucas is Assistant Research Professor, Institute for Genome Sciences and Policy & Department of Medicine, David Dunson is Professor, Department of Statistical Science, and Lawrence Carin is Professor and Department Chair ( ), Electrical and Computer Engineering Department, Duke University, Durham, NC 27708-0291.

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http://dx.doi.org/10.1198/jasa.2011.ap10611DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3659825PMC
January 2011

Logistic Stick-Breaking Process.

J Mach Learn Res 2011 Jan;12(Jan):203-239

Department of Statistical Science, Duke University, Durham, NC 27708, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4171738PMC
January 2011

Topic Modeling with Nonparametric Markov Tree.

Proc Int Conf Mach Learn 2011 ;2011:377-384

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179208PMC
January 2011

Tree-Structured Infinite Sparse Factor Model.

Proc Int Conf Mach Learn 2011 ;2011:785-792

Electrical & Computer Engineering Department, Duke University, Durham, NC, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4180059PMC
January 2011

Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.

IEEE Trans Signal Process 2010 Dec;58(12):6140-6155

Electrical and Computer Engineering Department, Duke University, Durham, NC 27708-0291 USA.

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http://dx.doi.org/10.1109/TSP.2010.2070796DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3721352PMC
December 2010

Hierarchical bayesian modeling of topics in time-stamped documents.

IEEE Trans Pattern Anal Mach Intell 2010 Jun;32(6):996-1011

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2009.125DOI Listing
June 2010

Classification with Incomplete Data Using Dirichlet Process Priors.

J Mach Learn Res 2010 Mar;11:3269-3311

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3754453PMC
March 2010

Semisupervised multitask learning.

IEEE Trans Pattern Anal Mach Intell 2009 Jun;31(6):1074-86

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2008.296DOI Listing
June 2009

Kernel-matching pursuits with arbitrary loss functions.

IEEE Trans Neural Netw 2009 Mar 27;20(3):395-405. Epub 2009 Jan 27.

cean Sensing & Systems Applications Division, Office of Naval Research, Arlington, VA 22203 USA.

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http://dx.doi.org/10.1109/TNN.2008.2008337DOI Listing
March 2009

Semisupervised learning of hidden Markov models via a homotopy method.

IEEE Trans Pattern Anal Mach Intell 2009 Feb;31(2):275-87

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2008.71DOI Listing
February 2009

A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation.

Adv Neural Inf Process Syst 2009 ;2009:486-494

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4211027PMC
January 2009

Infinite hidden Markov models for unusual-event detection in video.

IEEE Trans Image Process 2008 May;17(5):811-22

Electrical and Computer Engineering Department, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TIP.2008.919359DOI Listing
May 2008

Multiaspect target detection via the infinite hidden Markov model.

J Acoust Soc Am 2007 May;121(5 Pt1):2731-42

Electrical and Computer Engineering Department, Duke University, Durham, North Carolina 27708-0291, USA.

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http://dx.doi.org/10.1121/1.2714912DOI Listing
May 2007

On classification with incomplete data.

IEEE Trans Pattern Anal Mach Intell 2007 Mar;29(3):427-36

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://ieeexplore.ieee.org/document/4069259/
Publisher Site
http://dx.doi.org/10.1109/TPAMI.2007.52DOI Listing
March 2007

Variational Bayes for continuous hidden Markov models and its application to active learning.

IEEE Trans Pattern Anal Mach Intell 2006 Apr;28(4):522-32

Department of Electrical and Computer Engineering, Duke University, Box 90291, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2006.85DOI Listing
April 2006

A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure.

IEEE Trans Image Process 2006 Mar;15(3):713-25

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/tip.2005.860595DOI Listing
March 2006

Sparse multinomial logistic regression: fast algorithms and generalization bounds.

IEEE Trans Pattern Anal Mach Intell 2005 Jun;27(6):957-68

Computer Aided Diagnosis and Therapy Group, Siemens Medical Solutions USA, Inc., 51 Valley Stream Pkwy, Malvern, PA 19355, USA.

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http://dx.doi.org/10.1109/TPAMI.2005.127DOI Listing
June 2005

Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine.

J Acoust Soc Am 2005 Apr;117(4 Pt 1):1999-2011

Department of Electrical and Computer Engineering, Duke University, Durham, North Carolina 27708-0291, USA.

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http://dx.doi.org/10.1121/1.1862592DOI Listing
April 2005

A Bayesian approach to joint feature selection and classifier design.

IEEE Trans Pattern Anal Mach Intell 2004 Sep;26(9):1105-11

Department of Electrical Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2004.55DOI Listing
September 2004

Joint classifier and feature optimization for comprehensive cancer diagnosis using gene expression data.

J Comput Biol 2004 ;11(2-3):227-42

Department of Electrical Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1089/1066527041410463DOI Listing
August 2004

Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets.

IEEE Trans Pattern Anal Mach Intell 2004 Aug;26(8):961-72

Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708-0291, USA.

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http://dx.doi.org/10.1109/TPAMI.2004.38DOI Listing
August 2004

Wideband time-reversal imaging of an elastic target in an acoustic waveguide.

J Acoust Soc Am 2004 Jan;115(1):259-68

Department of Electrical and Computer Engineering, Duke University, Durham, North Carolina 27708-0291, USA.

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http://dx.doi.org/10.1121/1.1632482DOI Listing
January 2004

Parallel implementation of the biorthogonal multiresolution time-domain method.

J Opt Soc Am A Opt Image Sci Vis 2003 May;20(5):844-55

Department of Electrical and Computer Engineering, Duke University, Box 90291, Durham, North Carolina 27708-0291, USA.

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http://dx.doi.org/10.1364/josaa.20.000844DOI Listing
May 2003