† corresponding author/senior author * doctoral student/research assistant under my supervision # co-first author
Whiteman A*, Johnson TD, Kang J (2024+) Bayesian inference for group-level cortical surface image-on-scalar-regression with Gaussian process priors, Biometrics, In Press
Li M, Li L, Kang J† , (2024+) Bayesian inferences for spatially-varying correlation coefficient via the thresholded correlation Gaussian process. Statistica Sinica, In Press. , Accepted.
Zhou X, Hao B, Lattimore T, Kang J, Li L (2024) Sequential Best-Arm Identification with Application to P300 Speller, Transactions on Machine Learning Research, Accepted.
Cai Q* # , Fu Y # , Lyu C # , Rao S, Wang Z, Alvarez, Bai Y, Kang J† , Yu T† (2024+) A new framework for exploratory network mediator analysis in Omics data, Genome Research, Accepted.
Ma G*, Kang J† , Yu T† . (2024+) Bayesian functional analysis for untargeted metabolomics data with matching uncertainty and small sample sizes. Briefings in Bioinformatics. 25(3), bbae141.
Liu B, Zhang Q, Xue L, Song X-K P, Kang J (2024) Robust high-dimensional regression with coefficient thresholding and its application to imaging data analysis, Journal of the American Statistical Association (T&M), 119(545), 715-729 .
Wu B*, Guo Y, Kang J† (2024) Bayesian spatial blind source separation via the thresholded Gaussian process. Journal of the American Statistical Association (T&M), 119(545), 422-433
Lyu X, Kang J, Li L (2024) High-dimensional multi-subject time series transition matrix inference with application to brain connectivity analysis, Biometrics , 80(2), ujae021.
Boonstra PS, Owen DR, and Kang J (2024) Shrinkage priors for isotonic probability vectors and binary data modeling, Pharmaceutical Statistics , Accepted.
Wu W, Kalbfleich JD, Taylor JMG, Kang J, He K (2024) Competing risk modeling with bivariate varying coefficients to understand the dynamic Impact of COVID-19, Journal of the Computational Graphical Statistics, In Press.
Lin Z*, Si Y, Kang J † (2024) Latent subgroup identification in image-on-scalar regression, Annals of Applied Statistics, 18(1), 468-486.
Hartman N, Messana JM, Kang J, Naik AS, Shearon TH, He K (2024), Composite scores for transplant center evaluation: a new individualized empirical null method, Annals of Applied Statistics , 18(1), 729-748.
Zhang D*, Li L, Sripada C, Kang J† (2023) Image response regression via deep neural networks, Journal of the Royal Statistical Society, Series B: Methodology, 85(5) 1589-1614
Ma G*, Kang J, Thompson DE, Huggins JE (2023) BCI-utility metric for asynchronous P300 brain-computer interface systems, IEEE Trans Neural Syst Rehabil Eng, 31:3968-3977.
Jin Z, Kang J, Yu T. (2023) Bayesian nonparametric method for genetic dissection of brain activation region. Frontiers in Neuroscience. 17:1235321.
Yang Y*, Pan Z, Kang J†, Brummett C, Li Y. (2023) A new soft-thresholded varying coefficient model to predict opioid use with risk factors that have zero-effect regions, Biometrics, In Press.
Sun Y*, Kang J, Haridas C, Mayne N, Potter A,
Yang CF, Christiani DC, Li Y (2023) Penalized deep partially linear Cox models with application to CT scans of lung cancer patients, Biometrics, In Press.
Zhang D*, Liu T, Kang J† (2023) Density regression and uncertainty quantification with Bayesian deep noise neural networks, Stat, In Press.
Chang J, He J, Kang J†, Wu C. (2023) Statistical inferences for complex dependence of multimodal imaging data, Journal of the American Statistical Association (T&M), In Press.
Zhao B*, Zhong Y*, Kang J†, Zhao L† (2023) Bayesian learning of COVID-19 vaccine safety while incorporating adverse events ontology, Annals of Applied Statistics , In Press.
Boss J*, Datta J, Wang X, Park S, Kang J† , Mukherjee B† (2023) Group Inverse-Gamma Gamma shrinkage for sparse regression with block-correlated predictors, Bayesian Analysis, In Press.
Sun Y*, Kang J† , Brummett, Li Y†. (2023) Individualized risk assessment of preoperative opiod use by interpretable neural network regression, Annals of Applied Statistics, 17 (1), 434-453.
Osher N*, Kang J, Krishnan S, Rao A, Baladandayuthapani V (2023) SPARTIN: a Bayesian method for the quantification and characterization of cell type interactions in spatial pathology data, Frontiers in Genetics, 14:1175603.
Atzil S, Satpute AB, Zhang J, Parrish MH, Shablack H, MacCormack JK, Leshin J, Goel S, Brooks JA, Kang J, Xu Y, Cohen M, Lindquist KA (2023) The impact of sociality and affective valence on brain activation: A meta-analysis, Neuroimage, 268,119879.
Kang J (2023) Opportunities and challenges of machine learning in transplant-related studies, American Journal of Transplantation, In Press.
Zhang D*, Kang J† (2023) Discussion of "LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures", Journal of the American Statistical Association (A&CS), In Press.
Zhao Y, Wu B*, Kang J (2023) Bayesian interaction selection model for multi-modal neuroimaging data analysis, Biometrics, 79(2):655-668.
Lyu X, Kang J†, Li L† (2023) Statistical inference for high-dimensional vector autoregression with measurement error, Statistica Sinica, In Press
Ma T*, Li Y, Huggins J, Zhu J, Kang J† (2022) Bayesian inferences on neural activity in EEG-based brain-computer interface. Journal of the American Statistical Association (A&CS), 117:539, 1122-1133.
Morris E*, Taylor S, Kang J† (2022+) On predictability of individual functional connectivity networks from clinical characteristics, Human Brain Mapping , 43(17):5250-5265.
Guo C*, Kang J†, Johnson T†
(2022) A spatial Bayesian latent factor model for
image-on-image regression, Biometrics, 78(1):72-84.
He J*, Kang J†
(2022) Prior knowledge guided ultra-high dimensional variable screening with application to neuroimaging data, Statistica Sinica, 32(4):2095-2117.
Wu B*, Pal S*, Kang J†, Guo Y†
(2022) Distributional independent component analysis for diverse neuroimaging modalities (with Discussions), Biometrics, 78(3)1092-1105.
Wu B*, Pal S*, Kang J†, Guo Y†
(2022) Rejoinder to Discussions of "Distributional independent component analysis for diverse neuroimaging modalities, Biometrics, 78(3)1122-1126.
Yang Y*, Kang J, Li Y (2022) A soft-thresholding operator for sparse time-varying effects in survival models. In Zhao, Y. eds. Precision Medicine: Methods and Applications, Springer
He J*, Liang H, Kang J†, Yuan C† (2022) Subgroup detection-based dental caries status and inequalities trend exploration: A nationwide, 10-year-repeated cross-sectional study. Front Public Health. 12;10:916878.
Jin N*, Kang J†, Yu T† (2022) Feature selection and classification over the network with missing node observations. Statistics in Medicine, 41(7):1242-1262..
Whiteman A*, Bartsch A, Kang J†, Johnson T† (2022) Bayesian Inference for brain activity from functional magnetic resonance imaging collected at two spatial resolutions, Annals of Applied Statistics, 16(4): 2626-2647.
Morris E*, He K, Kang J† (2022) Scalar-on-network regression via boosting, Annals of Applied Statistics, 16(4):2755-2773.
Tian L, Li Z, Ma G*, Zhang X, Tang Z, Wang S, Kang J, Liang D, Yu T. (2022) Metapone: a Bioconductor package for joint pathway testing for untargeted metabolomics data. Bioinformatics, 38(14):3662-3664.
Wu W, Yang Y, Kang J, He K (2022) Improving large-scale estimation and inference for profiling health care providers, Statistics in Medicine, 41(15):2840-2853.
Wu W, Taylor JMG, Brouwer AF, Luo L, Kang J, Jiang H, He K (2022) Scalable proximal methods for cause-specific hazard modeling with time-varying coefficients, Lifetime Data Analysis, 28(2):194-218.
He K, Zhu J, Kang J, Li Y (2022) Stratified Cox models with time-varying effects for national kidney transplant patients: a new block-wise steepest ascent method, Biometrics, 78(3):1221-1232.
Zhan T, Kang J (2022) Finite-sample two-group composite hypothesis testing via machine learning, Journal of Computational and Graphical Statistics, 31:3, 856-865.
Zhan T, Zhou Y, Geng Z, Gu Y, Kang J, Wang L, Huang X, Slate E (2022) Deep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints, Journal of Biopharmaceutical Statistics, 32(1):90-106
Zhan T, Hartford A, Kang J, Offen W (2022)
Optimizing graphical procedures for multiplicity control in
a confirmatory clinical trial via deep learning. Statistics
in Biopharmaceutical Research, 14(1):92-102.
Yuan C, Yang H, Zheng S, Sun X, Chen X, Chen Y, Kang J, Liu M, Zheng S (2022) Spatiotemporal distribution and control measure evaluation of droplets and aerosol clouds in dental procedures. Infection Control & Hospital Epidemiology, 1-3.
Yin X, Chan LS, Bose D, Jackson AU, VandeHaar P, Locke AE, Fuchsberger C, Stringham HM, Welch R, Yu K, Silva LF, Service SK, Zhang DW, Hector EC, Young E, Ganel L, Das I, Abel H, Erdos MR, Bonnycastle LL, Kuusisto J, Stitziel NO, Hall I, Wagner GR, FinnGen, Kang J, Morrison J, Burant CF, Collins FS, Ripatti S, Palotie A, Freimer NB, Mohlke KL, Scott LJ, Wen X, Fauman EB, Laakso M, Boehnke M (2022) Genome-wide association study of 1,391 plasma metabolites in 6,136 Finnish men identifies 303 novel signals and provides biological insights into human diseases, Nature Communications, 13, 1644.
Wu W, Gremel G, He K, Messana J, Sen A, Segal J, Dahlerus C, Hirth R, Kang J, Wisniewski K, Nahra T, Padilla R, Tong L, Gu H, Wang X, Slowey M, Eckard A, Ding X, Borowicz L, Du J, Frye B, Kalbfleisch J (2022) The Impact of COVID-19 on Post-Discharge Outcomes for Dialysis Patients in the United States, Kidney360 ,3(6):1047-1056.
Jamerson TA, Li Q, Sreeskandarjan S, Budunova IV, He K, Kang J, Gudjonsson J, Patrik M, Tsoi LC, (2022) Roles played by stress-induced pathways in driving ethnic heterogeneity for inflammatory skin diseases, Frontiers in Immunology, section Autoimmune and Autoinflammatory Disorders ,13:845655.
Ding X, Wang X, Gremel GW, He K, Kang J, Messana JM, Dahlerus C, Wu W, Hirth RA, Kalbfleisch JD. (2022) COVID-19 and Hospitalization Among Maintenance Dialysis Patients: A Retrospective Cohort Study Using Time-Dependent Modeling. Kidney Medicine, Aug 24:100537
Chen S, Slowey M, Ashby VB, Barnes L, Pearson A, Kang J and Messana JM (2022) Nursing home status adjustment for standardized mortality and hospitalization in dialysis facility reports. Kidney Medicine, 5(2):100580.
Ma T*, Huggins J, Kang J† (2021) Adaptive sequence-based stimulus selection in an ERP-based brain-computer interface by Thompson sampling in a multi-armed bandit problem, IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM), 3648--3655.
Song Y, Zhou X†, Kang J†, Aung MT, Zhang M, Zhao W, Needham BL, Kardia SL, Liu Y, Meeker JD, Smith JA, Mukherjee B (2021) Bayesian sparse mediation analysis with targeted penalization of natural indirect effects, Journal of the Royal Statistical Society: Applied Statistics Series C, 70(5):1391-1412.
Song Y, Zhou X†, Kang J†, Aung MT, Zhang M, Zhao W, Needham BL, Kardia SL, Liu Y, Meeker JD, Smith JA, Mukherjee B (2021) Bayesian hierarchical models for high-dimensional mediation analysis with coordinated selection of correlated mediators, Statistics in Medicine, 40(27):6038-6056.
Salerno S, Sun Y, Morris E, He X, Li Y, Pan Z, Han P, Kang J, Sjoding M, Li Y (2021) Comprehensive evaluation of COVID-19 patient short- and long-term outcomes: Disparities in healthcare utilization and post-hospitalization outcomes, PLoS ONE, 16(10):e0258278.
Sun E, Qian Y, Oppong R, Butler TJ, Zhao J, Chen B, Tanaka T, Kang J, Sidore C, Cucca F, Bandinelli S, Abecasis GR, Gorospe M, Ferrucci L, Schlessinger D, Goldberg I, Ding J (2021) Predicting physiological aging rates from a range of quantitative traits using machine learning, Aging, 13(20):23471-23516.
Wu B*, Kang J† (2021) Discussion of Statistical disease mapping for heterogeneous neuroimaging studies, Canadian Journal of Statistics, 49(1):35-38.
Morris E*, He K, Li Y, Li Y, Kang J†
(2020) SurvBoost: An R package for high-dimensional variable
selection in the stratified proportional hazards model via
gradient boosting, The R Journal, 12(1):
105-117. (Earlier version won a poster award in ENAR
2018)
Cai Q*, Kang J†, Yu T†
(2020) Bayesian variable selection over large scale networks
via the thresholded graph Laplacian Gaussian prior with
application to genomics. Bayesian Analysis, 15(1)
79-102 (Earlier version won a student paper award from
Biometrics Section of the ASA in JSM 2017)
Zhang J, Wang Q, Kang J (2020) Feature screening
under missing indicator imputation with non-ignorable
missing response. Computational Statistics and Data
Analysis: 149: 106975
Chen S, Xing Y, Kang J, Kochunov P, Hong EL
(2020) Bayesian modeling of dependence in brain connectivity
data. Biostatistics, 21(2):269-286.
Jin Y, Fu W, Kang J, Guo J, Guo J. (2020) Bayesian
symbolic regression, Proceedings of the 9th
International Workshop on Statistical Relational
Artificial Intelligence.
Hong G, Chen X, Kang J, Li Y (2020) The Lq-norm
learning for ultrahigh-dimensional survival data: an
integrative framework, Statistica Sinica,
30(3):1213-1233.
Yuan C#, He J*#, Sun X, Kang J†,
Zheng S† (2020) Identifying heterogeneity
in the risk factors of dental caries status in Chinese
adolescents using Poisson mixture regression BMJ Open;10:e039599.
doi: 10.1136/bmjopen-2020-039599
MacCormack, JK, Stein, AG, Kang J, Giovanello KS,
Satpute AB, Lindquist KA (2020) Affect in the aging brain: A
neuroimaging meta-analysis of older vs. younger adult
affective experience and perception. Affective Science,
1:128-154.
Li L, Kang J, Lockhart SN, Adams J, Jagust WJ.
(2019) Spatially adaptive varying correlation analysis for
multimodal neuroimaging data. IEEE Trans Med Imaging.
38(1):113-123.
He K, Kang J, Hong G, Zhu J, Li Y, Lin H, Xu H, Li
Y (2019) Covariance-insured screening. Computational
Statistics and Data Analysis: 132, 100-114.
He K, Xu H, Kang J† (2019) A selective
overview of feature screening methods with applications to
neuroimaging data, WRIES Computational Statistics, 11(2)
e1454
He K, Kalbfleisch J, Yang Y, Fei Z, Kim S, Kang J,
Li Y (2019) Inter-unit reliability for quality measure
testing. Journal of Hospital Administration, 8(2):1-6.
Allen J, Yazdani M, Kang J, Magnussen MJ, Qiu D,
Hu W (2019) Patients with mild cognitive impairment may be
stratified by advanced diffusion metrics and neurocognitive
testing. Journal of Neuroimaging, 29(1):79-84.
Holbrook A, Krisztina H, Jeffers C, Kang J,
Michael CA (2019) Triaging atypical lobular hyperplasia and
lobular carcinoma in situ on percutaneous core biopsy to
surgery or observation: assiduous radiologic-pathologic
correlation works, quantitating extent of disease does not.
Archives of Pathology; Laboratory Medicine, 143(5),
621—627.
Kang J†, Reich BJ, Staicu AM (2018)
Scalar-on-image regression via the soft thresholded Gaussian
process, Biometrika, 105 (1) 165-184
Hong GH, Kang J†, Li Y (2018)
Conditional screening for ultra-high dimensional covariates
with survival outcomes. Lifetime Data Analysis (invited submission dedicated Professor Jack Kalbfleisch for his
contribution to survival data)
Xue W, Bowman D, Kang J (2018) A Bayesian spatial
model to predict disease status using imaging data from
various modalities. Frontiers in Neuroscience. Brain
Imaging Methods, 12:184.
doi:10.3389/fnins.2018.00184
He K, Kang J† (2018) Comments on
"Computationally efficient multivariate spatio-temporal
models for high-dimensional count-valued data " Bayesian
Analysis, 13(1) 289-291
Jin Z*, Kang J†,Yu T†;
(2018) Missing value imputation for LC-MS metabolomics data
by incorporating metabolic network and adduct ion relations.
Bioinformatics, 34(9):1555-1561
Zhao Y*, Kang J†,
Long Q (2018) Bayesian multiresolution variable selection
for ultra-high dimensional neuroimaging data.IEEE/ACM Transactions
on Computational Biology and Bioinformatics, 15(2):537-550.
(Earlier version won student paper award from ASA section on statistical
learning and data mining in JSM 2014; It was also ranked
as one of the top two papers in the student paper award
competition in ASA section on statistics in imaging in
JSM 2014)
Kang J, Hong GH, Li Y (2017) Partition-based
ultrahigh-dimensional variable screening, Biometrika,
104(4): 785-800.
Cai Q*, Kang J†, Yu T†
(2017) Network marker selection for untargeted LC/MS
metabolomics data. Journal of Proteome Research, 16(3):1261-1269.
Xie J†, Kang J† (2017)
High-dimensional tests for functional networks of brain
anatomic regions. Journal of Multivariate Analysis,
156:70-88.
Dehkharghani S, Bowen M, Haussen D, Gleason TJ,
Prater A, Cai Q, Kang J, Nogueira RG (2017) Body temperature modulates
infarction growth following endovascular reperfusion. American Journal of
Neuroradiology, 38(1) 46-51.
Chen S, Xing Y, Kang J (2017) Latent
and Abnormal Functional Connectivity Circuits in Autism
Spectrum Disorders, Frontiers in Neuroscience, Section
Child and Adolescent Psychiatry, 11:125. doi:
10.3389/fnins.2017.00125.
Kang J, Caffo B, Liu H (2016).
Recent advances and challenges on big data analysis in
neuroimaging. Frontiers in Neuroscience, Brain Imaging
Methods, 10:505. doi: 10.3389/fnins.2016.00505
Lan Z, Zhao Y, Kang J†, Yu T†. Bayesian
network feature finder (BANFF): an R package for gene
network feature selection. Bioinformatics, 32(23):3685-3687.
Kundu S, Kang J and Alzheimer’s Disease Neuroimaging Initiative
(2016) Semi-parametric Bayes conditional graphical
models for imaging genetics applications. Stat. 5(1):322-337.
Kang J , Bowman FD, Mayberg H, Liu H (2016) A depression
network of functionally connected regions discovered via
multiattribute canonical correlation graphs. NeuroImage, 141:431-441.
An Q*, Kang J†, Song R, Hall HI (2016) A Bayesian hierarchical model with novel prior specifications for estimating HIV testing rates. Statistics in Medicine, 35(9):1471-1487.
Kang J, Li L (2016) Discussion of “Fiber direction estimation, smoothing and tracking in diffusion MRI” Annals of Applied Statistics, 10(3):1162-1165.
Ray M, Kang J, Zhang H (2016) Identifying activation centers with spatial Cox point processes using fMRI Data. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 13(6):1130-1141.
Wang YK, Kang J, Kemmer KB, Guo Y (2016) An efficient and reliable statistical method for estimating functional connectivity in large scale brain networks using partial correlation. Frontiers in Neuroscience, Brain Imaging Methods, 10:123. doi: 10.3389/fnins.2016.00123.
Zhang G, Huang KC, Xu Z, Tzeng JY, Conneely KC, Guan W, Kang J†, Li Y† (2016) Across-platform imputation of DNA methylation levels incorporating non-local information using penalized functional regression. Genetic Epidemiology, 40(4):333-340.
Dehkharghani S, Bammer R, Straka M, Bowen M, Allen JW, Rangaraju S, Kang J, Gleason T, Brasher C, Nahab F (2016) Performance of CT ASPECTS and collateral score in risk stratification: can target perfusion profiles be predicted without perfusion. American Journal of Neuroradiology, 37(8):1399-1404.
Chokshi F, Kang J, Kundu S, Castillo M (2016) Bibliometric analysis of manuscript title characteristics associated with higher citation numbers: a comparison of three major radiology journals, AJNR, AJR, and Radiology. Current Problems in Diagnostic Radiology, 45(6):356-360.
Holbrook A, Glenn H, Mahmood R, Cai Q*, Kang J, Duszak R (2016) Shorter perceived outpatient MRI wait times associated with higher patient satisfaction. Journal of the American College of Radiology, 13(5):505-509.
Moe J, Desai N, Kang J, Abramowicz S (2016) Magnetic resonance imaging of temporomandibular joints of children. Journal of Oral and Maxillofacial Surgery, 74(9): 1723-1727
Skukalek SL, Winkler AM, Kang J, Dion JE, Cawley CM, Webb A, Dannenbaum MJ, Schuette AJ, Asbury B, Tong FC (2016) Effect of antiplatelet therapy and platelet function testing on hemorrhagic and thrombotic complications in patients with cerebral Aneurysms treated with the pipeline embolization device: a review and meta-analysis. Journal of NeuroInterventional Surgery, 8(1):58--65.
Zheng K, Small WC, Mittal P, Cai Q*, Kang J, Moreno CC (2016) Determination of normal distribution of distended colon volumes to guide performance of colonic imaging with fluid distention. Current Problems in Diagnostic Radiology, 45(3):185-188.
Falgun C, Gelareh S, Walter C, Kang J, Richard D, Faisal K (2016) Altered mental status in ICU patients: diagnostic yield of noncontrast head CT for abnormal and communicable findings. Critical Care Medicine, 44(12):e1180-e1185.
Chen S, Kang J, Wang G (2015) An empirical Bayes normalization method for connectivity metrics in resting state fMRI. Frontiers in Neuroscience, Brain Imaging Methods, 9:316. doi: 10.3389/fnins.2015.00316..
Chen S, Kang J, Xing Y, Wang G (2015) A parsimonious statistical method to detect group wise differentially expressed functional connectivity networks. Human Brain Mapping, 36(12):5196-5206.
Wager TD, Kang J, Johnson TD, Nichols TE, Satapute AB, Feldman Barrette L (2015) A Bayesian model of category-specific emotional brain responses. PLOS Computational Biology, 11(4):e1004066. doi: 10.1371/journal.pcbi.1004066.
Hall HI, An Q, Tang T, Song R, Chen M, Green T, Kang J (2015) Prevalence of diagnosed and undiagnosed HIV infection — United States, 2008–2012. Morbidity and Mortality Weekly Report (MMWR), 64(24):657-662.
Moreno CC, Mittal PK, Sullivan PS, Rutherford R, Staley CA, Cardona K, Hawk NN, Dixon WT, Kitajima HD, Kang J Small WC, Oshinski J, Votaw JR (2015) Colorectal cancer initial diagnosis: screening colonoscopy, diagnostic colonoscopy or emergent surgery and tumor stage and size at initial presentation. Clinical Colorectal Cancer, 15(1):67-73.
Moreno CC, Mittal PK, Henson NL, Baumgarten DA, Alexander LF, Hanes TS, Small WC, Kitajima HD, Kang J, Votaw JR, Oshinski JN, Dixon WT (2015) Optimal section thickness for detection of polyps at MR: resolution phantom study. Abdominal Imaging, 40(6):1451-1456.
Satpute AB, Kang J, Bickart K, Wager TD, Feldman-Barrett L (2015) Involvement of sensory regions in affective experience: a meta analysis. Frontiers in Psychology, Section Emotion Science, 6:1860. doi: 10.3389/fpsyg.2015.01860.
Bai Y, Kang J, Song P (2014) Efficient pairwise composite likelihood estimation for spatial-clustered data. Biometrics, 70(3):661-670.
Kang J, Nichols TE, Wager TD, Johnson TD (2014) A Bayesian hierarchical spatial point process model for multi-type neuroimaging meta-analysis. Annals of Applied Statistics, 8(3): 1800-1824.
Kang J, Zhang N, Shi R (2014) A Bayesian nonparametric model for multivariate spatial binary data with application to a multidrug-resistant tuberculosis (MDR-TB) study. Biometrics, 70(4):981-992.
Kang J, Johnson TD (2014) A slice sampler for the hierarchical Poisson/gamma random field model. Proceedings for Perspectives on Big Data Analysis, Contemporary Mathematics, American Mathematical Society, 622:21.
Xue W, Kang J, Bowman FD, Guo J, Wager TD (2014) Identifying functional co-activation patterns in neuroimaging studies via Poisson graphical models. Biometrics, 70(4):812-822.
Zhao Y*, Kang J†, Yu T† (2014) A Bayesian nonparametric mixture model for selecting gene and gene-sub network. Annals of Applied Statistics, 8(2):999-1021.
Datir A, Xing M, Kang J, Harkey P, Kakarala A, Carpenter WA, Terk MR (2014) Diagnostic utility of MRI and MR arthrography for detection of ligamentum teres tears: a retrospective analysis of 187 patients with hip pain. American Journal of Roentgenology, 203:418-423.
Dehkharghani S, Kang J, Saindane AM (2014) Improved quality and diagnostic confidence achieved by use of dose-reduced gadolinium blood pool agents for time-resolved intracranial MR angiography. American Journal of Neuroradiology, 35(3): 450-456.
Desal NK, Kang J, Falgun C (2014) Screening CT angiography for pediatric blunt cerebrovascular injury with emphasis on the cervical “Seatbelt Sign”. American Journal of Neuroradiology, 35(9):1836-1840.
Khan AN, Shuaib W, Nikolic B, Khan MK, Kang J, Khosa F (2014) Absorbed radiation dose in radiosensitive organs using 64 and 320-row multi-detector computed tomography (a comparative study). Scientifica, 2014:1-6.
Lubarsky M, Aiken AH, Saindane AM, Kang J, Hudgins PA, Dehkharghani S. (2014) Redefining normal facial nerve enhancement: healthy subject comparison of typical enhancement patterns, postcontrast spin echo vs. 3D inversion recovery prepared fast spoiled gradient echo imaging. American Journal of Roentgenology, 202(5):1108-1113.
Lutterman AC, Moreno, CC, Kang J, Small W, Mittal PK, Applegate KE (2014) Cumulative radiation exposure estimates of hospitalized patients from radiological imaging. Journal of the American College of Radiology, 11(2):169-175.
Russell S, Fowler L, Applegate K, Kang J (2014) Speech-language pathologists’ radiation knowledge and practices during completion of the modified barium swallow study: a survey. Journal of Medical Speech-Language Pathology, 21(4) 369-391.
Shuaib W, Johnson J-O, Pande V, Salestekar N, Kang J, He Q, Khosa F (2014) Ventriculoperitoneal shunt malfunction: cost, radiation, and turnaround time analysis. American Journal of Roentgenology, 202(1):13-17.
Kang J, Yang Y (2013) Joint modeling of mixed count and continuous longitudinal data. Analysis of Mixed Data. A.R. de Leon and K. Carriere Chough (Eds). Chapman & Hall/CRC, chapter 4.
Yan X, Kang J, Zhou Y, Ehsan R, Halkar R, Applegate K, Schuster DM (2013) Comparison of Imaging Quality of Inpatient and Outpatient 18F-FDG PET/CT, Annals of Nuclear Medicine, 27(6):508-14.
Moreno C, Pinho D, Nelson R, Sahani D, Jenkins M, Zabrycki M, Chaudry H, Kang J, Chen Z. (2013) Lessons learned from 118,970 multidetector CT (MDCT) intravenous contrast material administrations: impact of catheter dwell time and gauge, gather location,rate of contrast material administration, and patient age and gender on volume of extravasate. Journal of Computer Assisted Tomography, 37(2):286-8.
Saindane AM, Mitchell BC, Kang J, Desal NK (2013) Performance of Spin-echo and gradient-echo based T1-weighted sequences for evaluation of dural venous sinus thrombosis and stenosis, American Journal of Roentgenology, 201(1):162-9.
Kang J, Ye W, Wang L, Veiga-Lopez A, Padmanabhan,V, Song P (2012) Local mixed-effects fitting for detecting reproductive hormone surge times, Statistics in BioSciences, 4(2), 245-261.
Taylor, SF, Kang J, Brege IS, Tso IF, Hosanagar A, Johnson TD (2012) Reply to: neurobiology of emotional dysfunction in Schizophrenia: new directions revealed through meta-analyses, Biological Psychiatry, 71(6):25.
Taylor, SF, Kang J, Brege IS, Tso IF, Hosanagar A, Johnson TD (2012) Meta-analysis of functional neuroimaging studies of emotion perception and experience schizophrenia, Biological Psychiatry, 71(2):136--145.
Kang J, Johnson TD, Nichols TE, Wager TD (2011). Meta analysis of functional neuroimaging data via Bayesian spatial point processes. Journal of the American Statistical Association, 106(493):124--134.
Yang, Y., Kang J (2010). Joint analysis of mixed Poisson and continuous longitudinal data with nonignorable missing values. Computational Statistics and Data Analysis 54:193--207.
Deng L, Zhang Y, Kang J, Liu T, Zhao H, Gao Y, Li C, Pan H, Tang X, Wang D, Niu T, Yang H, Zeng C (2008). An unusual haplotype structure on human chromosome 8p23 derived from the inversion polymorphism. Human Mutation 29(10):1209--1216.
Deng L, Tang X, Kang J, Wang Q, Zeng C (2007). Scanning for signatures of geographically restricted selection based on population genomics analysis. Chinese Science Bulletin 52(19):2649--2656.
Yang Y, Kang J, Mao K, Zhang J (2007). Regression models for mixed Poisson and continuous longitudinal data. Statistics in Medicine 26:3782--3800.