Dongjin Kwon, Ph.D.

Research Scientist
Center for Health Science
SRI International

Department of Psychiatry & Behavioral Sciences
Stanford University


Table Of Contents


Journal Papers


[J-20]Ehsan Adeli, Dongjin Kwon, Qingyu Zhao, Adolf Pfefferbaum, Natalie M. Zahr, Edith V. Sullivan, Kilian M. Pohl. Chained regularization for identifying brain patterns specific to HIV infection. NeuroImage, Dec. 2018.
[J-19]Eric T. Peterson, Dongjin Kwon, Beatriz Luna, Bart Larsen, Devin Prouty, Michael D. De Bellis, James Voyvodic, Chunlei Liu, Wei Li, Kilian M. Pohl, Edith V. Sullivan, Adolf Pfefferbaum. Distribution of brain iron accrual in adolescence: Evidence from cross-sectional and longitudinal analysis. Human Brain Mapping, Nov. 2018 [Epub ahead of print].
[J-18]Dongjin Kwon, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl. Accelerated and Premature Aging Characterizing Regional Cortical Volume Loss in Human Immunodeficiency Virus Infection: Contributions From Alcohol, Substance Use, and Hepatitis C Coinfection. Brain Imaging and Behavior, Nov. 2018 [Epub ahead of print].
[J-17]Adolf Pfefferbaum, Natalie M. Zahr, Stephanie A. Sassoon, Dongjin Kwon, Kilian M. Pohl, Edith V. Sullivan. Accelerated and Premature Aging Characterizing Regional Cortical Volume Loss in Human Immunodeficiency Virus Infection: Contributions From Alcohol, Substance Use, and Hepatitis C Coinfection. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, Oct. 2018.
[J-16]Sang Hyun Park, Yong Zhang, Dongjin Kwon, Qingyu Zhao, Natalie M. Zahr, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl. Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals. Scientific Reports, May 2018.
[J-15]Edith V. Sullivan, Natalie M. Zahr, Stephanie A. Sassoon, Wesley K. Thompson, Dongjin Kwon, Kilian M. Pohl, Adolf Pfefferbaum. The role of aging, drug dependence, and hepatitis C comorbidity in alcoholism cortical compromise. JAMA Psychiatry, May 2018.
[J-14]Adolf Pfefferbaum, Dongjin Kwon, Ty Brumback, Wesley K. Thompson, Kevin Cummins, Susan F. Tapert, Sandra A. Brown, Ian M. Colrain, Fiona C. Baker, Devin Prouty, Michael D. De Bellis, Duncan B. Clark, Bonnie J. Nagel, Weiwei Chu, Sang Hyun Park, Kilian M. Pohl, Edith V. Sullivan. Altered Brain Developmental Trajectories in Adolescents After Initiating Drinking. The American Journal of Psychiatry, Apr. 2018.
[J-13]Aimee Goldstone, Adrian R. Willoughby, Massimiliano de Zambotti, Peter L. Franzen, Dongjin Kwon, Kilian M. Pohl, Adolf Pfefferbaum, Edith V. Sullivan, Eva M. Muller-Oehring, Devin E. Prouty, Brant P. Hasler, Duncan B. Clark, Ian M. Colrain, Fiona C. Baker. The mediating role of cortical thickness and gray matter volume on sleep slow-wave activity during adolescence. Brain Structure and Function, Mar. 2018.
[J-12]Jui-Yang Hong, Eva M. Muller-Oehring, Adolf Pfefferbaum, Edith V. Sullivan, Dongjin Kwon, Tilman Schulte. Aberrant blood-oxygen-level-dependent signal oscillations across frequency bands characterize the alcoholic brain. Addiction Biology, Mar. 2018.
[J-11]Eva M. Muller-Oehring, Dongjin Kwon, Bonnie J. Nagel, Edith V. Sullivan, Weiwei Chu, Torsten Rohlfing, Devin Prouty, B. Nolan Nichols, Jean-Baptiste Poline, Susan F. Tapert, Sandra A. Brown, Kevin Cummins, Ty Brumback, Ian M. Colrain, Fiona C. Baker, Michael D. De Bellis, James T. Voyvodic, Duncan B. Clark, Adolf Pfefferbaum, Kilian M. Pohl. Influences of Age, Sex, and Moderate Alcohol Drinking on the Intrinsic Functional Architecture of Adolescent Brains. Cerebral Cortex, Mar. 2018.
[J-10]Edith V. Sullivan, Barton Lane, Dongjin Kwon, M. J. Meloy, Susan F. Tapert, Sandra A. Brown, Ian M. Colrain, Fiona C. Baker, Michael D. De Bellis, Duncan B. Clark, Bonnie J. Nagel, Kilian M. Pohl, Adolf Pfefferbaum. Structural brain anomalies in healthy adolescents in the NCANDA cohort: relation to neuropsychological test performance, sex, and ethnicity. Brain Imaging and Behavior, Oct. 2017.
[J-9]Edith V. Sullivan, Ty Brumback, Susan F. Tapert, Devin Prouty, Rosemary Fama, Wesley K. Thompson, Sandra A. Brown, Kevin Cummins, Ian M. Colrain, Fiona C. Baker, Duncan B. Clark, Tammy Chung, Michael D. De Bellis, Stephen R. Hooper, Bonnie J. Nagel, B. Nolan Nichols, Weiwei Chu, Dongjin Kwon, Kilian M. Pohl, Adolf Pfefferbaum. Effects of prior testing lasting a full year in NCANDA adolescents: contributions from age, sex, socioeconomic status, ethnicity, site, family history of alcohol or drug abuse, and baseline performance. Developmental Cognitive Neuroscience, vol. 24, pp. 72-83, Apr. 2017.
[J-8]Yong Zhang, Dongjin Kwon, Kilian M. Pohl. Computing group cardinality constraint solutions for logistic regression problems. Medical Image Analysis, vol. 35, pp. 58-69, Jan. 2017.
[J-7]Yong Zhang, Dongjin Kwon, Pardis Esmaeili-Firidouni, Adolf Pfefferbaum, Edith V. Sullivan, Harold Javitz, Victor Valcour, Kilian M. Pohl. Extracting Patterns of Morphometry Distinguishing HIV Associated Neurodegeneration from Mild Cognitive Impairment via Group Cardinality Constrained Classification. Human Brain Mapping, vol. 37. pp. 4523-4538, Dec. 2016.
[J-6]Adolf Pfefferbaum, Torsten Rohlfing, Kilian M. Pohl, Barton Lane, Weiwei Chu, Dongjin Kwon, B. Nolan Nichols, Sandra A. Brown, Susan F. Tapert, Kevin Cummins, Wesley K. Thompson, Ty Brumback, M.J. Meloy, Terry L. Jernigan, Anders Dale, Ian M. Colrain, Fiona C. Baker, Devin Prouty, Michael D. De Bellis, James T. Voyvodic, Duncan B. Clark, Beatriz Luna, Tammy Chung, Bonnie J. Nagel and Edith V. Sullivan. Adolescent Development of Cortical and White Matter Structure in the NCANDA Sample: Role of Sex, Ethnicity, Puberty, and Alcohol Drinking. Cerebral Cortex, vol. 26, no. 10, pp. 4101-4121, Oct. 2016.
[J-5]Anne-Pascale Le Berre, Eva M. Muller-Oehring, Dongjin Kwon, Matthew R. Serventi, Adolf Pfefferbaum, Edith V. Sullivan. Differential compromise of prospective and retrospective metamemory monitoring and their dissociable structural brain correlates. Cortex, vol. 81, pp. 192-202, Aug. 2016.
[J-4]Kilian M. Pohl, Edith V. Sullivan, Torsten Rohlfing, Weiwei Chu, Dongjin Kwon, B. Nolan Nichols, Yong Zhang, Sandra A. Brown, Susan F. Tapert, Kevin Cummins, Wesley K. Thompson, Ty Brumback, Ian M. Colrain, Fiona C. Baker, Devin Prouty, Michael D. De Bellis, James T. Voyvodic, Duncan B. Clark, Claudiu Schirda, Bonnie J. Nagel, Adolf Pfefferbaum. Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study. NeuroImage, vol. 130, pp. 194-213, Apr. 2016.
[J-3]Dongjin Kwon, Marc Niethammer, Hamed Akbari, Michel Bilello, Christos Davatzikos, Kilian M. Pohl. PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration. IEEE Transactions on Medical Imaging, vol. 33, no. 3, pp. 651-667, Mar. 2014.
[J-2]Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Rolled Fingerprint Construction Using MRF-Based Nonrigid Image Registration. IEEE Transactions on Image Processing, vol. 19, no. 12, pp. 3255-3270, Dec. 2010.
[J-1]Hackjoon Shim, Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Robust segmentation of cerebral arterial segments by a sequential monte carlo method: particle filtering. Computer Methods and Programs in Biomedicine, vol. 84, no. 2-3, pp. 135-145, Dec. 2006.

Peer Reviewed Conference Papers


[C-17]Qingyu Zhao, Dongjin Kwon, Kilian M. Pohl. A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer LNCS 11072, pp. 145-153, Sep. 2018. (Acceptance rate: 34.9%)
[C-16]Ehsan Adeli, Dongjin Kwon, Kilian M. Pohl. Multi-label Transduction for Identifying Disease Comorbidity Patterns. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer LNCS 11072, pp. 575-583, Sep. 2018. (Oral Presentation) (Acceptance rate: 34.9%)
[C-15]Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos. Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer LNCS 9350, pp. 222-229, Oct. 2015. (Acceptance rate: 32.5%)
[C-14]Dongjin Kwon, Russell T. Shinohara, Hamed Akbari, Christos Davatzikos. Combining Generative Models for Multifocal Glioma Segmentation and Registration. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer LNCS 8673, pp. 763-770, Sep. 2014. (Acceptance rate: 29%)
[C-13]Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl. Regional Manifold Learning for Deformable Registration of Brain MR Images. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer LNCS 7512, pp. 131-138, Oct. 2012. (Acceptance rate: 31.8%)
[C-12]Dongjin Kwon, Il Dong Yun, Kilian M. Pohl, Christos Davatzikos, Sang Uk Lee. Nonrigid volume registration using second-order MRF model. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pp. 708-711, May 2012.
[C-11]Dongjin Kwon, Kyong Joon Lee, Il Dong Yun, Sang Uk Lee. Nonrigid Image Registration Using Higher-Order MRF Model with Dense Local Descriptor. CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials, Jun. 2011.
[C-10]Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Inference with l0-norm-based Sparsity Prior on Discrete Frameworks. CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials, Jun. 2011.
[C-9]Dongjin Kwon, Kyong Joon Lee, Il Dong Yun, Sang Uk Lee. Solving MRFs with Higher-Order Smoothness Priors Using Hierarchical Gradient Nodes. Asian Conference on Computer Vision (ACCV), Springer LNCS 6492, pp. 121-134, Nov. 2010. (Oral Presentation) (Acceptance rate: 29.1%, 4.7% for oral)
[C-8]Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Optical Flow Estimation with Adaptive Convolution Kernel Prior on Discrete Framework. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2504-2511, Jun. 2010. (Acceptance rate: 22.3%)
[C-7]Dongjin Kwon, Kyong Joon Lee, Il Dong Yun, Sang Uk Lee. Nonrigid Image Registration Using Dynamic Higher-Order MRF Model. European Conference on Computer Vision (ECCV), Springer LNCS 5302, pp. 373-386, Oct. 2008. (Acceptance rate: 27.9%)
[C-6]Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Deformable 3D Volume Registration Using Efficient MRFs Model with Decomposed Nodes. British Machine Vision Conference (BMVC), Sep. 2008. (Oral Presentation) (Acceptance rate: 13% for oral)
[C-5]Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Efficient Feature-Based Nonrigid Registration of Multiphase Liver CT Volumes. British Machine Vision Conference (BMVC), Sep. 2008.
[C-4]Dong Hye Ye, Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Fast Multiscale Vessel Enhancement. SPIE Medical Imaging, Feb. 2008.
[C-3]Liu Hai, Dongjin Kwon, Jun Hee Heu, Chang-Su Kim, Sang Uk Lee. Fast Mode Decision for P-frames in H.264. International Technical Conference on Circuits/Systems, Computers and Communications, Jul. 2007.
[C-2]Dongjin Kwon, Il Dong Yun, Sang Uk Lee. A Robust Warping Method for Fingerprint Matching. IEEE Computer Society Workshop on Biometrics in conjunction with CVPR, Jun. 2007.
[C-1]Dongjin Kwon, Il Dong Yun, Sang Uk Lee. Fingerprint Matching Method Using Minutiae Clustering and Warping. International Conference on Pattern Recognition (ICPR), pp. 525-528, Aug. 2006.

Conference Abstracts (Selected)


[A-1]Dongjin Kwon, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl. Dense Statistics on Cortical Thickness and Myelin Reveals Adolescent Brain Development. Organization for Human Brain Mapping (OHBM), Jun. 2017.

Patents


[P-7]Dongjin Kwon, Bo Gun Park, Bong Seop Song, Jae Won Lee. Apparatus and Method for Generating Representative Fingerprint Template. Korea Patent #: 10-1252454 (Apr. 2013), U.S. Patent #: 8,611,618 (Dec. 2013).
[P-6]Dongjin Kwon, Dong Mok Shin, Bong Seop Song, Jae Won Lee. Rolled Fingerprint Registration and Synthesis Apparatus and Method Using a Baseline. Korea Patent #: 10-1012596 (Jan. 2011).
[P-5]Dongjin Kwon, Seong Jik Lee, Bong Seop Song, Jae Won Lee. Rolled Fingerprint Acquisition Apparatus and Method for Automatic Detecting Start and End of Registration and Synthesis. Korea Patent #: 10-1005719 (Dec. 2010), U.S. Patent #: 8,463,002 (Jun. 2013).
[P-4]Dongjin Kwon, Bong Seop Song, Jae Won Lee. Rolled Fingerprint Acquisition Apparatus and Fingerprint Acquisition Method Using Registration and Synthesis. Korea Patent #: 10-0997616 (Nov. 2010), U.S. Patent #: 8,503,824 (Aug. 2013).
[P-3]Il Dong Yun and Dongjin Kwon. Systems and Methods for Fingerprint Matching Based on Transforming the Deformable Mesh. Korea Patent #: 10-0834995 (May 2008), U.S. Patent #: 8,358,817 (Jan. 2013).
[P-2]Jung Hee Ryu and Dongjin Kwon. Method for Capturing of Real-Time Image. Korea Patent #: 10-0429703 (Apr. 2004), U.S. Patent App #: 2006/0152595 (Jul. 2006).
[P-1]Kyoung-Tae Kim and Dongjin Kwon. Two-Dimensional Code Having Superior Decoding Property which Is Possible to Control the Level of Error Correcting Codes, and Method for Encoding and Decoding the Same. Korea Patent #: 10-0414524 (Jan. 2004), U.S. Patent #: 7,175,088 (Feb. 2007), 7,198,194 (Apr. 2007), 7,281,660 (Oct. 2007).