Publications by authors named "Lawrence Carin"

75 Publications

Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.

Med Image Anal 2021 01 9;67:101857. Epub 2020 Oct 9.

Computer Science Department, Duke University, LSRC Building D101, 308 Research Drive, Duke Box 90129, Durham, North Carolina 27708-0129, United States of America; Electrical and Computer Engineering Department, Edmund T. Pratt Jr. School of Engineering, Duke University, Box 90291, Durham, North Carolina 27708, United States of America; Statistical Science Department, Duke University, Box 90251, Durham, North Carolina 27708-0251, United States of America.

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January 2021

Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.

Med Image Anal 2021 01 25;67:101814. Epub 2020 Sep 25.

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

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January 2021

Artificial Intelligence Mapping of Structure to Function in Glaucoma.

Transl Vis Sci Technol 2020 03 30;9(2):19. Epub 2020 Mar 30.

Vision, Imaging and Performance (VIP) Laboratory, Duke Eye Center, Duke University, Durham, NC, USA.

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March 2020

On Artificial Intelligence and Deep Learning Within Medical Education.

Authors:
Lawrence Carin

Acad Med 2020 11;95(11S Association of American Medical Colleges Learn Serve Lead: Proceedings of the 59th Annual Research in Medical Education Presentations):S10-S11

L. Carin is James L. Meriam Distinguished Professor of Electrical and Computer Engineering and Vice President for Research, Duke University, Durham, North Carolina.

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November 2020

Digital technology and COVID-19.

Nat Med 2020 04;26(4):459-461

Singapore Health Service (SingHealth), Duke-NUS Medical School, Singapore, Singapore.

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April 2020

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

Cancer Cytopathol 2020 04 3;128(4):287-295. 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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April 2020

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

JAMA Netw Open 2019 08 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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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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June 2019

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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August 2018

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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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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September 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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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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December 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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July 2016

Negative Binomial Process Count and Mixture Modeling.

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

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February 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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January 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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January 2015