DK
Dongjin Kwon
AdolescenceMRIMagnetic Resonance ImagingAlgorithmsBrainDevelopmentEthnicityfMRILogistic ModelsPuberty
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
30 papers in the corpus · 2006–2020Effects of age, sex, and puberty on neural efficiency of cognitive and motor control in adolescents.30903550 · Schulte, Tilman, Hong, Jui-Yang, Sullivan, Edith V et al.2021 · 33 citationsBrain imaging and behavior. 2020;14(4):1089-1107
Alterations of Brain Signal Oscillations in Older Individuals with HIV Infection and Parkinson's Disease.32291601 · Müller-Oehring, Eva M, Hong, Jui-Yang, Hughes, Rachel L et al.2021 · 7 citationsJournal of neuroimmune pharmacology : the official journal of the Society on NeuroImmune Pharmacology. 2021;16(2):289-305
Regional growth trajectories of cortical myelination in adolescents and young adults: longitudinal validation and functional correlates.30406353 · Kwon, Dongjin, Pfefferbaum, Adolf, Sullivan, Edith V et al.2020 · 48 citationsBrain imaging and behavior. 2020;14(1):242-266
Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection.30835210 · Adeli, Ehsan, Li, Xiaorui, Kwon, Dongjin et al.2021 · 49 citationsIEEE transactions on pattern analysis and machine intelligence. 2020;42(7):1713-1728
Longitudinally consistent estimates of intrinsic functional networks.30806009 · Zhao, Qingyu, Kwon, Dongjin, Müller-Oehring, Eva M et al.2020 · 15 citationsHuman brain mapping. 2019;40(8):2511-2528
Distribution of brain iron accrual in adolescence: Evidence from cross-sectional and longitudinal analysis.30496644 · Peterson, Eric T, Kwon, Dongjin, Luna, Beatriz et al.2020 · 48 citationsHuman brain mapping. 2019;40(5):1480-1495
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.33005907 · Zhao, Qingyu, Kwon, Dongjin, Pohl, Kilian M2024 · 17 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2018;11072:145-153
Multi-Label Transduction for Identifying Disease Comorbidity Patterns.33688637 · Adeli, Ehsan, Kwon, Dongjin, Pohl, Kilian M2024 · 9 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2018;11072:575-583
Chained regularization for identifying brain patterns specific to HIV infection.30138676 · Adeli, Ehsan, Kwon, Dongjin, Zhao, Qingyu et al.2019 · 25 citationsNeuroImage. 2018;183:425-437
Accelerated and Premature Aging Characterizing Regional Cortical Volume Loss in Human Immunodeficiency Virus Infection: Contributions From Alcohol, Substance Use, and Hepatitis C Coinfection.30093343 · Pfefferbaum, Adolf, Zahr, Natalie M, Sassoon, Stephanie A et al.2019 · 84 citationsBiological psychiatry. Cognitive neuroscience and neuroimaging. 2018;3(10):844-859
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals.29844507 · Park, Sang Hyun, Zhang, Yong, Kwon, Dongjin et al.2019 · 14 citationsScientific reports. 2018;8(1):8297
The Role of Aging, Drug Dependence, and Hepatitis C Comorbidity in Alcoholism Cortical Compromise.29541774 · Sullivan, Edith V, Zahr, Natalie M, Sassoon, Stephanie A et al.2019 · 85 citationsJAMA psychiatry. 2018;75(5):474-483
Influences of Age, Sex, and Moderate Alcohol Drinking on the Intrinsic Functional Architecture of Adolescent Brains.28168274 · Müller-Oehring, Eva M, Kwon, Dongjin, Nagel, Bonnie J et al.2019 · 50 citationsCerebral cortex (New York, N.Y. : 1991). 2018;28(3):1049-1063
Altered Brain Developmental Trajectories in Adolescents After Initiating Drinking.29084454 · Pfefferbaum, Adolf, Kwon, Dongjin, Brumback, Ty et al.2019 · 182 citationsThe American journal of psychiatry. 2018;175(4):370-380
Structural brain anomalies in healthy adolescents in the NCANDA cohort: relation to neuropsychological test performance, sex, and ethnicity.27722828 · Sullivan, Edith V, Lane, Barton, Kwon, Dongjin et al.2018 · 24 citationsBrain imaging and behavior. 2017;11(5):1302-1315
The mediating role of cortical thickness and gray matter volume on sleep slow-wave activity during adolescence.28913599 · Goldstone, Aimée, Willoughby, Adrian R, de Zambotti, Massimiliano et al.2019 · 63 citationsBrain structure & function. 2018;223(2):669-685
Aberrant blood-oxygen-level-dependent signal oscillations across frequency bands characterize the alcoholic brain.28699704 · Hong, Jui-Yang, Müller-Oehring, Eva M, Pfefferbaum, Adolf et al.2019 · 18 citationsAddiction biology. 2018;23(2):824-835
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.28214667 · Sullivan, Edith V, Brumback, Ty, Tapert, Susan F et al.2017 · 21 citationsDevelopmental cognitive neuroscience. 2017;24:72-83
Extracting patterns of morphometry distinguishing HIV associated neurodegeneration from mild cognitive impairment via group cardinality constrained classification.27489003 · Zhang, Yong, Kwon, Dongjin, Esmaeili-Firidouni, Pardis et al.2018 · 24 citationsHuman brain mapping. 2016;37(12):4523-4538
Computing group cardinality constraint solutions for logistic regression problems.27318592 · Zhang, Yong, Kwon, Dongjin, Pohl, Kilian M2018 · 14 citationsMedical image analysis. 2017;35:58-69
Differential compromise of prospective and retrospective metamemory monitoring and their dissociable structural brain correlates.27244277 · Le Berre, Anne-Pascale, Müller-Oehring, Eva M, Kwon, Dongjin et al.2017 · 23 citationsCortex; a journal devoted to the study of the nervous system and behavior. 2016;81:192-202
Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study.26872408 · Pohl, Kilian M, Sullivan, Edith V, Rohlfing, Torsten et al.2017 · 85 citationsNeuroImage. 2016;130:194-213
Adolescent Development of Cortical and White Matter Structure in the NCANDA Sample: Role of Sex, Ethnicity, Puberty, and Alcohol Drinking.26408800 · Pfefferbaum, Adolf, Rohlfing, Torsten, Pohl, Kilian M et al.2018 · 165 citationsCerebral cortex (New York, N.Y. : 1991). 2016;26(10):4101-21
PORTR: Pre-operative and post-recurrence brain tumor registration.24595340 · Kwon, Dongjin, Niethammer, Marc, Akbari, Hamed et al.2014 · 46 citationsIEEE transactions on medical imaging. 2014;33(3):651-67
Combining generative models for multifocal glioma segmentation and registration.25333188 · Kwon, Dongjin, Shinohara, Russell T, Akbari, Hamed et al.2014 · 100 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2014;17(Pt 1):763-70
NONRIGID VOLUME REGISTRATION USING SECOND-ORDER MRF MODEL.28626513 · Kwon, Dongjin, Yun, Il Dong, Pohl, Kilian M et al.2020 · 3 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2012;2012:708-711
Regional manifold learning for deformable registration of brain MR images.23286123 · Ye, Dong Hye, Hamm, Jihun, Kwon, Dongjin et al.2013 · 21 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2012;15(Pt 3):131-8
Rolled fingerprint construction using MRF-based nonrigid image registration.20529738 · Kwon, Dongjin, Yun, Il Dong, Lee, Sang Uk2011 · 9 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2010;19(12):3255-70
Robust segmentation of cerebral arterial segments by a sequential Monte Carlo method: particle filtering.17045696 · Shim, Hackjoon, Kwon, Dongjin, Yun, Il Dong et al.2007 · 30 citationsComputer methods and programs in biomedicine. 2006;84(2-3):135-45
Career total: 57 works. 30 are in this corpus.
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