Kim-Han Thung

Kim-Han Thung

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Kim-Han Thung

Kim-Han Thung

Publications by authors named "Kim-Han Thung"

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25Publications

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Effective feature learning and fusion of multimodality data using stage-wise deep neural network for dementia diagnosis.

Hum Brain Mapp 2019 Feb 1;40(3):1001-1016. Epub 2018 Nov 1.

Department of Radiology and the Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, North Carolina.

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http://doi.wiley.com/10.1002/hbm.24428
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http://dx.doi.org/10.1002/hbm.24428DOI Listing
February 2019

Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis.

Predict Intell Med (2018) 2018 Sep 13;11121:76-84. Epub 2018 Sep 13.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-030-00320-3_10DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6378693PMC
September 2018

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion.

Med Image Anal 2018 04 31;45:68-82. Epub 2018 Jan 31.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill 27599, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul 02841, Republic of Korea. Electronic address:

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http://dx.doi.org/10.1016/j.media.2018.01.002DOI Listing
April 2018

Multi-stage Diagnosis of Alzheimer's Disease with Incomplete Multimodal Data via Multi-task Deep Learning.

Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017) 2017 Sep 9;10553:160-168. Epub 2017 Sep 9.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-67558-9_19DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5666687PMC
September 2017

Feature Learning and Fusion of Multimodality Neuroimaging and Genetic Data for Multi-status Dementia Diagnosis.

Mach Learn Med Imaging 2017 Sep 7;10541:132-140. Epub 2017 Sep 7.

Department of Radiology, BRIC, University of North Carolina, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-67389-9_16DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786435PMC
September 2017

Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data.

Med Image Comput Comput Assist Interv 2017 Sep 4;10435:72-80. Epub 2017 Sep 4.

Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-66179-7_9DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5790115PMC
September 2017

Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients.

Med Image Comput Comput Assist Interv 2017 Sep 4;10434:450-458. Epub 2017 Sep 4.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-66185-8_51DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5951635PMC
September 2017

Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans.

Brain Struct Funct 2016 11 24;221(8):3979-3995. Epub 2015 Nov 24.

Department of Radiology and BRIC, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

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http://dx.doi.org/10.1007/s00429-015-1140-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4879600PMC
November 2016

Joint Discriminative and Representative Feature Selection for Alzheimer's Disease Diagnosis.

Mach Learn Med Imaging 2016 1;10019:77-85. Epub 2016 Oct 1.

Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-47157-0_10DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5612439PMC
October 2016

Fast Neuroimaging-Based Retrieval for Alzheimer's Disease Analysis.

Mach Learn Med Imaging 2016 1;10019:313-321. Epub 2016 Oct 1.

Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-47157-0_38DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5614455PMC
October 2016

Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest.

Neurobiol Aging 2016 10 15;46:180-91. Epub 2016 Jul 15.

Department of Radiology, Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea. Electronic address:

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http://dx.doi.org/10.1016/j.neurobiolaging.2016.07.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5152677PMC
October 2016

Stability-Weighted Matrix Completion of Incomplete Multi-modal Data for Disease Diagnosis.

Med Image Comput Comput Assist Interv 2016 10 2;9901:88-96. Epub 2016 Oct 2.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA.

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http://link.springer.com/10.1007/978-3-319-46723-8_11
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http://dx.doi.org/10.1007/978-3-319-46723-8_11DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5343765PMC
October 2016

Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks.

Hum Brain Mapp 2015 Dec 14;36(12):4880-96. Epub 2015 Sep 14.

Biomedical Research Imaging Center, Department of Radiology, School of Medicine, University of North Carolina at Chapel Hill, North Carolina.

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http://dx.doi.org/10.1002/hbm.22957DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4715721PMC
December 2015

Identification of Infants at Risk for Autism Using Multi-parameter Hierarchical White Matter Connectomes.

Mach Learn Med Imaging 2015;9352:170-177. Epub 2015 Oct 2.

Department of Radiology and BRIC, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

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http://dx.doi.org/10.1007/978-3-319-24888-2_21DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4758369PMC
October 2015

Multi-view Classification for Identification of Alzheimer's Disease.

Mach Learn Med Imaging 2015;9352:255-262. Epub 2015 Oct 2.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-24888-2_31DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4758364PMC
October 2015

Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion.

Med Image Comput Comput Assist Interv 2015 Oct 18;9351:527-534. Epub 2015 Nov 18.

Department of Radiology and BRIC, University of North Carolina at Chapel Hill, USA.

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http://dx.doi.org/10.1007/978-3-319-24574-4_63DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820009PMC
October 2015

A transversal approach for patch-based label fusion via matrix completion.

Med Image Anal 2015 Aug 20;24(1):135-148. Epub 2015 Jun 20.

Department of Radiology and BRIC, University of North Carolina, Chapel Hill, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea. Electronic address:

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http://dx.doi.org/10.1016/j.media.2015.06.002DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4701198PMC
August 2015

Multi-task linear programming discriminant analysis for the identification of progressive MCI individuals.

PLoS One 2014 12;9(5):e96458. Epub 2014 May 12.

Department of Radiology and Biomedical Research Imaging Center, The University of North Carolina at Chapel Hill, North Carolina, United States of America; Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0096458PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4018387PMC
January 2015

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion.

Neuroimage 2014 May 27;91:386-400. Epub 2014 Jan 27.

Biomedical Research Imaging Center (BRIC) and Department of Radiology, University of North Carolina at Chapel Hill, USA; Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2014.01.033DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4096013PMC
May 2014