Duan Xu, PhD
Professor
Radiology
School of Medicine

Dr. Xu obtained his BA in Integrated Science and BS in Biomedical Engineering from Northwestern University in Evanston, Illinois in 1999, followed by his PhD in Bioengineering from the University of California, San Francisco and Berkeley in 2005. He is a member of the Advanced Imaging Technologies Resource Group and a member of the Pediatric and Fetal Research Interest Group specializing in the baby brain.

Dr. Xu’s research focuses on investigating new MRI techniques using primary applications in pediatric neuroradiology. Another research focus is the development of new techniques for ultrahigh field MR scanners involving small animal images, in vivo and ex vivo. Dr. Xu is developing high resolution MR anatomic, diffusion, and spectroscopic techniques with unprecedented resolution in collaboration with various colleagues in Neurodevelopment Biology, Neurology, Pediatrics, Neonatology, and Physiology.

Dr. Xu is an active member of the International Society of Magnetic Resonance in Medicine, the American Society of Neuroradiology, the Society of Molecular Imaging, and the Medical Image Computing and Computer Assisted Intervention Society.

Expertise: MRI, diffusion, spectroscopy, pediatrics, brain, neurodevelopment

• Current methods for hyperpolarized [1-13C]pyruvate MRI human studies.
  Magnetic resonance in medicine 2024 Larson PEZ, Bernard JML, Bankson JA, Bøgh N, Bok RA, Chen AP, Cunningham CH, Gordon JW, Hövener JB, Laustsen C, Mayer D, McLean MA, Schilling F, Slater JB, Vanderheyden JL, von Morze C, Vigneron DB, …
• Advanced Hyperpolarized 13C Metabolic Imaging Protocol for Patients with Gliomas: A Comprehensive Multimodal MRI Approach.
  Cancers 2024 Autry AW, Vaziri S, Gordon JW, Chen HY, Kim Y, Dang D, LaFontaine M, Noeske R, Bok R, Villanueva-Meyer JE, Clarke JL, Oberheim Bush NA, Chang SM, Xu D, Lupo JM, Larson PEZ, Vigneron DB, Li Y
• Altered Iron and Microstructure in Huntington's Disease Subcortical Nuclei: Insight From 7T MRI.
  Journal of magnetic resonance imaging : JMRI 2024 Yao J, Morrison MA, Jakary A, Avadiappan S, Rowley P, Glueck J, Driscoll T, Geschwind MD, Nelson AB, Possin KL, Xu D, Hess CP, Lupo JM
• Dynamic T2* relaxometry of hyperpolarized [1-13 C]pyruvate MRI in the human brain and kidneys.
  Magnetic resonance in medicine 2023 Liu X, Cui D, Xu D, Bok R, Wang ZJ, Vigneron DB, Larson PEZ, Gordon JW
• Current Methods for Hyperpolarized [1-13C]pyruvate MRI Human Studies.
  ArXiv 2023 Larson PE, Bernard JM, Bankson JA, Bøgh N, Bok RA, Chen AP, Cunningham CH, Gordon J, Hövener JB, Laustsen C, Mayer D, McLean MA, Schilling F, Slater J, Vanderheyden JL, von Morze C, Vigneron DB, Xu D,…
• Estimate of fetal brain temperature using proton resonance frequency thermometry during 3 Tesla fetal magnetic resonance imaging.
  Quantitative imaging in medicine and surgery 2023 Ellison J, Kim K, Li Y, Mu X, Glenn O, Ozhinsky E, Peyvandi S, Xu D
• Investigating cerebral perfusion with high resolution hyperpolarized [1-13 C]pyruvate MRI.
  Magnetic resonance in medicine 2023 Hu JY, Vaziri S, Bøgh N, Kim Y, Autry AW, Bok RA, Li Y, Laustsen C, Xu D, Larson PEZ, Chang S, Vigneron DB, Gordon JW
• Evaluation of deep learning models for quality control of MR spectra.
  Frontiers in neuroscience 2023 Vaziri S, Liu H, Xie E, Ratiney H, Sdika M, Lupo JM, Xu D, Li Y
• Hyperpolarized [2-13C]pyruvate MR molecular imaging with whole brain coverage.
  NeuroImage 2023 Chung BT, Kim Y, Gordon JW, Chen HY, Autry AW, Lee PM, Hu JY, Tan CT, Suszczynski C, Chang SM, Villanueva-Meyer JE, Bok RA, Larson PEZ, Xu D, Li Y, Vigneron DB
• Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T.
  Tomography (Ann Arbor, Mich.) 2023 Liu H, Autry AW, Larson PEZ, Xu D, Li Y
• Multi-parametric hyperpolarized 13C/1H imaging reveals Warburg-related metabolic dysfunction and associated regional heterogeneity in high-grade human gliomas.
  NeuroImage. Clinical 2023 Autry AW, Vaziri S, LaFontaine M, Gordon JW, Chen HY, Kim Y, Villanueva-Meyer JE, Molinaro A, Clarke JL, Oberheim Bush NA, Xu D, Lupo JM, Larson PEZ, Vigneron DB, Chang SM, Li Y
• Evaluation of major depressive disorder using 7 Tesla phase sensitive neuroimaging before and after mindfulness-based cognitive therapy.
  Journal of affective disorders 2023 Jakary A, Lupo JM, Mackin S, Yin A, Murray D, Yang T, Mukherjee P, Larson P, Xu D, Eisendrath S, Luks T, Li Y
• Using Neonatal Magnetic Resonance Imaging to Predict Gross Motor Disability at Four Years in Term-Born Children With Neonatal Encephalopathy.
  Pediatric neurology 2023 Lambing H, Gano D, Li Y, Bach AM, Girvan O, Rogers EE, Ferriero DM, Barkovich AJ, Xu D, McCulloch CE, Glass HC
• Declining Incidence of Postoperative Neonatal Brain Injury in Congenital Heart Disease.
  Journal of the American College of Cardiology 2023 Peyvandi S, Xu D, Barkovich AJ, Gano D, Chau V, Reddy VM, Selvanathan T, Guo T, Gaynor JW, Seed M, Miller SP, McQuillen P
• TMET-04. DETECTING DYNAMIC PYRUVATE TUMOR METABOLISM IN PATIENTS WITH GLIOMA USING HYPERPOLARIZED CARBON-13 METABOLIC IMAGING.
  Neuro-Oncology 2022 Yan Li, Janine Lupo, Adam Autry, Sana Vaziri, Jeremy Gordon, Marisa Lafontaine, Chen Hsin-Yu, Yaewon Kim, Jasmine Hu, Wendy Ma, Javier Villanueva-Meyer, Peder Larson, Duan Xu, Nancy Ann Oberheim Bush,…
• Assessment of higher-order singular value decomposition denoising methods on dynamic hyperpolarized [1-13C]pyruvate MRI data from patients with glioma.
  NeuroImage. Clinical 2022 Vaziri S, Autry AW, Lafontaine M, Kim Y, Gordon JW, Chen HY, Hu JY, Lupo JM, Chang SM, Clarke JL, Villanueva-Meyer JE, Bush NAO, Xu D, Larson PEZ, Vigneron DB, Li Y
• Kinetic analysis of multi-resolution hyperpolarized 13 C human brain MRI to study cerebral metabolism.
  Magnetic resonance in medicine 2022 Hu JY, Kim Y, Autry AW, Frost MM, Bok RA, Villanueva-Meyer JE, Xu D, Li Y, Larson PEZ, Vigneron DB, Gordon JW
• TEMPORAL TRENDS OF NEONATAL BRAIN INJURY IN COMPLEX CONGENITAL HEART DISEASE: RESULTS FROM A 20 YEAR PROSPECTIVE COHORT STUDY.
  Journal of the American College of Cardiology 2022 Shabnam Peyvandi, Duan Xu, A. James Barkovich, Dawn Gano, Vann Chau, Thiviya Selvanathan, J. William Gaynor, Michael Seed, Steven Miller, Patrick McQuillen
• Neonatal brain injury influences structural connectivity and childhood functional outcomes.
  PloS one 2022 Ramirez A, Peyvandi S, Cox S, Gano D, Xu D, Tymofiyeva O, McQuillen PS
• Autism risk gene POGZ promotes chromatin accessibility and expression of clustered synaptic genes.
  Cell reports 2021 Markenscoff-Papadimitriou E, Binyameen F, Whalen S, Price J, Lim K, Ypsilanti AR, Catta-Preta R, Pai EL, Mu X, Xu D, Pollard KS, Nord AS, State MW, Rubenstein JL
• The Effect of Size and Asymmetry at Birth on Brain Injury and Neurodevelopmental Outcomes in Congenital Heart Disease.
  Pediatric cardiology 2021 Parekh SA, Cox SM, Barkovich AJ, Chau V, Steurer MA, Xu D, Miller SP, McQuillen PS, Peyvandi S
• Current human brain applications and challenges of dynamic hyperpolarized carbon-13 labeled pyruvate MR metabolic imaging.
  European journal of nuclear medicine and molecular imaging 2021 Li Y, Vigneron DB, Xu D
• Early Magnetic Resonance Imaging Predicts 30-Month Outcomes after Therapeutic Hypothermia for Neonatal Encephalopathy.
  The Journal of pediatrics 2021 Bach AM, Fang AY, Bonifacio S, Rogers EE, Scheffler A, Partridge JC, Xu D, Barkovich AJ, Ferriero DM, Glass HC, Gano D
• Specialized computational methods for denoising, B1 correction, and kinetic modeling in hyperpolarized 13 C MR EPSI studies of liver tumors.
  Magnetic resonance in medicine 2021 Lee PM, Chen HY, Gordon JW, Zhu Z, Larson PEZ, Dwork N, Van Criekinge M, Carvajal L, Ohliger MA, Wang ZJ, Xu D, Kurhanewicz J, Bok RA, Aggarwal R, Munster PN, Vigneron DB
• Denoising of hyperpolarized 13 C MR images of the human brain using patch-based higher-order singular value decomposition.
  Magnetic resonance in medicine 2021 Kim Y, Chen HY, Autry AW, Villanueva-Meyer J, Chang SM, Li Y, Larson PEZ, Brender JR, Krishna MC, Xu D, Vigneron DB, Gordon JW
• Integrating neuroimaging biomarkers into the multicentre, high-dose erythropoietin for asphyxia and encephalopathy (HEAL) trial: rationale, protocol and harmonisation.
  BMJ open 2021 Wisnowski JL, Bluml S, Panigrahy A, Mathur AM, Berman J, Chen PK, Dix J, Flynn T, Fricke S, Friedman SD, Head HW, Ho CY, Kline-Fath B, Oveson M, Patterson R, Pruthi S, Rollins N, Ramos YM, Rampton J, …
• Robust Cortical Thickness Morphometry of Neonatal Brain and Systematic Evaluation Using Multi-Site MRI Datasets.
  Frontiers in neuroscience 2021 Liu M, Lepage C, Kim SY, Jeon S, Kim SH, Simon JP, Tanaka N, Yuan S, Islam T, Peng B, Arutyunyan K, Surento W, Kim J, Jahanshad N, Styner MA, Toga AW, Barkovich AJ, Xu D, Evans AC, Kim H
• Fetal Cerebral Oxygenation Is Impaired in Congenital Heart Disease and Shows Variable Response to Maternal Hyperoxia.
  Journal of the American Heart Association 2020 Peyvandi S, Xu D, Wang Y, Hogan W, Moon-Grady A, Barkovich AJ, Glenn O, McQuillen P, Liu J
• Reduced anxiety and changes in amygdala network properties in adolescents with training for awareness, resilience, and action (TARA).
  NeuroImage. Clinical 2020 Tymofiyeva O, Henje E, Yuan JP, Huang CY, Connolly CG, Ho TC, Bhandari S, Parks KC, Sipes BS, Yang TT, Xu D
• Disruption and Compensation of Sulcation-based Covariance Networks in Neonatal Brain Growth after Perinatal Injury.
  Cerebral cortex (New York, N.Y. : 1991) 2020 Kim SY, Liu M, Hong SJ, Toga AW, Barkovich AJ, Xu D, Kim H
• Neural Correlates of Smartphone Dependence in Adolescents.
  Frontiers in human neuroscience 2020 Tymofiyeva O, Yuan JP, Kidambi R, Huang CY, Henje E, Rubinstein ML, Jariwala N, Max JE, Yang TT, Xu D
• Fetal brain growth and risk of postnatal white matter injury in critical congenital heart disease.
  The Journal of thoracic and cardiovascular surgery 2020 Peyvandi S, Lim JM, Marini D, Xu D, Reddy VM, Barkovich AJ, Miller S, McQuillen P, Seed M
• Bronchopulmonary dysplasia precursors influence risk of white matter injury and adverse neurodevelopmental outcome in preterm infants.
  Pediatric research 2020 Grelli KN, Keller RL, Rogers EE, Partridge JC, Xu D, Barkovich AJ, Gano D
• Gray Matter Changes in Adolescents Participating in a Meditation Training.
  Frontiers in human neuroscience 2020 Yuan JP, Connolly CG, Henje E, Sugrue LP, Yang TT, Xu D, Tymofiyeva O
• A variable resolution approach for improved acquisition of hyperpolarized 13 C metabolic MRI.
  Magnetic resonance in medicine 2020 Gordon JW, Autry AW, Tang S, Graham JY, Bok RA, Zhu X, Villanueva-Meyer JE, Li Y, Ohilger MA, Abraham MR, Xu D, Vigneron DB, Larson PEZ
• Aberrant Fiber Coherence of Amygdala-Accumbens-Pallidum Pathway Is Associated With Disorganized Nigrostriatal-Nigropallidal Pathway in Parkinson's Disease.
  Journal of magnetic resonance imaging : JMRI 2020 Guo T, Wu J, Zhou C, Guan X, Gao T, Bai X, Song Z, Xuan M, Gu Q, Huang P, Zhang B, Pu J, Xu X, Xu D, Zhang M
• MRI Insights Into Adolescent Neurocircuitry-A Vision for the Future.
  Frontiers in human neuroscience 2020 Tymofiyeva O, Zhou VX, Lee CM, Xu D, Hess CP, Yang TT
• Characterization of serial hyperpolarized 13C metabolic imaging in patients with glioma.
  NeuroImage. Clinical 2020 Autry AW, Gordon JW, Chen HY, LaFontaine M, Bok R, Van Criekinge M, Slater JB, Carvajal L, Villanueva-Meyer JE, Chang SM, Clarke JL, Lupo JM, Xu D, Larson PEZ, Vigneron DB, Li Y
• A Metabolomics Study of Hypoxia Ischemia during Mouse Brain Development Using Hyperpolarized 13C.
  Developmental neuroscience 2020 Mikrogeorgiou A, Chen Y, Lee BS, Bok R, Sheldon RA, Barkovich AJ, Xu D, Ferriero DM
• Tensor image enhancement and optimal multichannel receiver combination analyses for human hyperpolarized 13 C MRSI.
  Magnetic resonance in medicine 2020 Chen HY, Autry AW, Brender JR, Kishimoto S, Krishna MC, Vareth M, Bok RA, Reed GD, Carvajal L, Gordon JW, van Criekinge M, Korenchan DE, Chen AP, Xu D, Li Y, Chang SM, Kurhanewicz J, Larson PEZ, …
• Hyperpolarized 13 C MRI data acquisition and analysis in prostate and brain at University of California, San Francisco.
  NMR in biomedicine 2020 Crane JC, Gordon JW, Chen HY, Autry AW, Li Y, Olson MP, Kurhanewicz J, Vigneron DB, Larson PEZ, Xu D
• Serum 24S-hydroxycholesterol predicts long-term brain structural and functional outcomes after hypoxia-ischemia in neonatal mice.
  Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism 2020 Lu F, Fan S, Romo AR, Xu D, Ferriero DM, Jiang X
• CBMT-26. SERIAL CHARACTERIZATION OF HYPERPOLARIZED [1-13C]PYRUVATE METABOLISM IN PATIENTS WITH GLIOMA AND THE INFLUENCE OF BEVACIZUMAB.
  Neuro-Oncology 2019 Adam Autry, Jeremy Gordon, Hsin-Yu Chen, Marisa Lafontaine, Javier Villanueva-Meyer, Susan Chang, Duan Xu, Peder Larson, Daniel Vigneron, Yan Li
• NIMG-45. 3D SINGLE-SCAN FOR MULTI-CONTRAST-WEIGHTED MRI FOR LESION DETECTION IN PATIENTS WITH GLIOMAS.
  Neuro-Oncology 2019 Jing Liu, Angela Jakary, Marisa Lafontaine, Yan Wang, Duan Xu, David Saloner, Nicholas Butowski, Christopher Hess, Javier Villanueva-Meyer, Susan Chang, Janine Lupo
• NIMG-57. SERIAL HYPERPOLARIZED 13C PYRUVATE AND 1H METABOLIC IMAGING IN RECURRENT HIGH-GRADE GLIOMA.
  Neuro-Oncology 2019 Javier Villanueva-Meyer, Adam Autry, Jeremy Gordon, Hsin-Yu Chen, Marisa Lafontaine, Susan Chang, Duan Xu, Peder Larson, Daniel Vigneron, Yan Li
• High urea induces depression and LTP impairment through mTOR signalling suppression caused by carbamylation.
  EBioMedicine 2019 Wang H, Huang B, Wang W, Li J, Chen Y, Flynn T, Zhao M, Zhou Z, Lin X, Zhang Y, Xu M, Li K, Tian K, Yuan D, Zhou P, Hu L, Zhong D, Zhu S, Li J, Chen D, Wang K, Liang J, He Q, Sun J, Shi J, Yan L, …
• 4.32 SMARTPHONE DEPENDENCE, BRAIN CONNECTIVITY, AND LINKS TO DEPRESSION IN ADOLESCENTS.
  Journal of the American Academy of Child & Adolescent Psychiatry 2019 Olga Tymofiyeva, Justin Yuan, Roma Kidambi, Chiung-Yu Huang, Eva Henje Blom, Mark Rubinstein, Duan Xu, Tony T. Yang
• Detection of occult abnormalities in the deep gray matter nuclei of neonates with punctate white matter lesions by magnetic resonance spectroscopy.
  Neuroradiology 2019 Sun Q, Wang M, Li X, Jin C, Zhang H, Zhang Y, Wu F, Liu Z, Wang X, Liu C, Wei X, Xu D, Yang J
• Technical Note: Simultaneous segmentation and relaxometry for MRI through multitask learning.
  Medical physics 2019 Cao P, Liu J, Tang S, Leynes AP, Lupo JM, Xu D, Larson PEZ
• Application of machine learning to structural connectome to predict symptom reduction in depressed adolescents with cognitive behavioral therapy (CBT).
  NeuroImage. Clinical 2019 Tymofiyeva O, Yuan JP, Huang CY, Connolly CG, Henje Blom E, Xu D, Yang TT
• Kinetic Modeling of Hyperpolarized Carbon-13 Pyruvate Metabolism in the Human Brain.
  IEEE transactions on medical imaging 2019 Mammoli D, Gordon J, Autry A, Larson PEZ, Li Y, Chen HY, Chung B, Shin P, Van Criekinge M, Carvajal L, Slater JB, Bok R, Crane J, Xu D, Chang S, Vigneron DB
• Impact of Perioperative Brain Injury and Development on Feeding Modality in Infants With Single Ventricle Heart Disease.
  Journal of the American Heart Association 2019 Hsieh A, Tabbutt S, Xu D, Barkovich AJ, Miller S, McQuillen P, Peyvandi S
• DIPG-31. FEASIBILITY OF HYPERPOLARIZED 13C METABOLIC IMAGING IN PEDIATRIC PATIENTS WITH DIPG AND OTHER CNS CANCERS.
  Neuro-Oncology 2019 Adam Autry, Ilwoo Park, Hsin-Yu Chen, Jeremy Gordon, Cassie Kline-Nunnally, Daniel Vigneron, Janine Lupo, Yan Li, Duan Xu, Sabine Mueller
• MEDU-15. STRUCTURAL BRAIN NETWORK PROPERTIES AND COGNITIVE IMPAIRMENT IN ADOLESCENTS AFTER RADIATION THERAPY.
  Neuro-Oncology 2019 Justin Yuan, Melanie Morrison, Angela Jakary, Sabine Mueller, Olga Tymofiyeva, Duan Xu, Janine Lupo
• Assessing Cerebral Metabolism in the Immature Rodent: From Extracts to Real-Time Assessments.
  Developmental neuroscience 2019 Mikrogeorgiou A, Xu D, Ferriero DM, Vannucci SJ
• Comparison between 8- and 32-channel phased-array receive coils for in vivo hyperpolarized 13 C imaging of the human brain.
  Magnetic resonance in medicine 2019 Autry AW, Gordon JW, Carvajal L, Mareyam A, Chen HY, Park I, Mammoli D, Vareth M, Chang SM, Wald LL, Xu D, Vigneron DB, Nelson SJ, Li Y
• THE IMPACT OF PERIOPERATIVE BRAIN INJURY AND DEVELOPMENT ON FEEDING TUBE DEPENDENCY IN INTER-STAGE SINGLE VENTRICLE PATIENTS.
  Journal of the American College of Cardiology 2019 Anyir Hsieh, Sarah Tabbutt, Duan Xu, Patrick McQuillen, Shabnam Peyvandi
• Coil combination methods for multi-channel hyperpolarized 13C imaging data from human studies.
  Journal of magnetic resonance (San Diego, Calif. : 1997) 2019 Zhu Z, Zhu X, Ohliger MA, Tang S, Cao P, Carvajal L, Autry AW, Li Y, Kurhanewicz J, Chang S, Aggarwal R, Munster P, Xu D, Larson PEZ, Vigneron DB, Gordon JW
• Test-Retest Reliability of Graph Theoretic Metrics in Adolescent Brains.
  Brain connectivity 2018 Yuan JP, Henje Blom E, Flynn T, Chen Y, Ho TC, Connolly CG, Dumont Walter RA, Yang TT, Xu D, Tymofiyeva O
• Plasma cholesterol levels and brain development in preterm newborns.
  Pediatric research 2018 Kamino D, Chau V, Studholme C, Liu M, Xu D, Barkovich AJ, Ferriero DM, Miller SP, Brant R, Tam EWY
• Translation of Carbon-13 EPI for hyperpolarized MR molecular imaging of prostate and brain cancer patients.
  Magnetic resonance in medicine 2018 Gordon JW, Chen HY, Autry A, Park I, Van Criekinge M, Mammoli D, Milshteyn E, Bok R, Xu D, Li Y, Aggarwal R, Chang S, Slater JB, Ferrone M, Nelson S, Kurhanewicz J, Larson PEZ, Vigneron DB
• 5.48 Using MRI to Predict Depression Symptom Improvement in Depressed Adolescents Undergoing Cbt.
  Journal of the American Academy of Child & Adolescent Psychiatry 2018 Olga Tymofiyeva, Justin Yuan, Colm Connolly, Eva Henje Blom, Duan Xu, Tony T. Yang
• Abnormal Morphology of Select Cortical and Subcortical Regions in Neurofibromatosis Type 1.
  Radiology 2018 Barkovich MJ, Tan CH, Nillo RM, Li Y, Xu D, Glastonbury CM, Glenn OA, Dillon WP, Hess CP, Mueller S, Kline C, Dale AM, Jernigan TL, Sugrue LP, Barkovich AJ, Desikan RS
• Neonatal Brain Injury and Timing of Neurodevelopmental Assessment in Patients With Congenital Heart Disease.
  Journal of the American College of Cardiology 2018 Peyvandi S, Chau V, Guo T, Xu D, Glass HC, Synnes A, Poskitt K, Barkovich AJ, Miller SP, McQuillen PS
• Challenges in pediatric neuroimaging.
  NeuroImage 2018 Barkovich MJ, Li Y, Desikan RS, Barkovich AJ, Xu D
• FETAL CARDIOVASCULAR PHYSIOLOGY AND POSTNATAL BRAIN DEVELOPMENT AND INJURY IN CRITICAL CONGENITAL HEART DISEASE.
  Journal of the American College of Cardiology 2018 Whitnee Hogan, Duan Xu, Anita Moon-Grady, Patrick McQuillen, Shabnam Peyvandi
• High levels of mitochondrial DNA are associated with adolescent brain structural hypoconnectivity and increased anxiety but not depression.
  Journal of affective disorders 2018 Tymofiyeva O, Henje Blom E, Ho TC, Connolly CG, Lindqvist D, Wolkowitz OM, Lin J, LeWinn KZ, Sacchet MD, Han LKM, Yuan JP, Bhandari SP, Xu D, Yang TT
• Development of methods and feasibility of using hyperpolarized carbon-13 imaging data for evaluating brain metabolism in patient studies.
  Magnetic resonance in medicine 2018 Park I, Larson PEZ, Gordon JW, Carvajal L, Chen HY, Bok R, Van Criekinge M, Ferrone M, Slater JB, Xu D, Kurhanewicz J, Vigneron DB, Chang S, Nelson SJ
• In vivo characterization of brain ultrashort-T2 components.
  Magnetic resonance in medicine 2017 Boucneau T, Cao P, Tang S, Han M, Xu D, Henry RG, Larson PEZ
• Quantitative surface analysis of combined MRI and PET enhances detection of focal cortical dysplasias.
  NeuroImage 2017 Tan YL, Kim H, Lee S, Tihan T, Ver Hoef L, Mueller SG, Barkovich AJ, Xu D, Knowlton R
• Surface-based morphometry reveals caudate subnuclear structural damage in patients with premotor Huntington disease.
  Brain imaging and behavior 2017 Kim H, Kim JH, Possin KL, Winer J, Geschwind MD, Xu D, Hess CP
• The association between cardiac physiology, acquired brain injury, and postnatal brain growth in critical congenital heart disease.
  The Journal of thoracic and cardiovascular surgery 2017 Peyvandi S, Kim H, Lau J, Barkovich AJ, Campbell A, Miller S, Xu D, McQuillen P
• Early changes in brain structure correlate with language outcomes in children with neonatal encephalopathy.
  NeuroImage. Clinical 2017 Shapiro KA, Kim H, Mandelli ML, Rogers EE, Gano D, Ferriero DM, Barkovich AJ, Gorno-Tempini ML, Glass HC, Xu D
• An extensive assessment of network alignment algorithms for comparison of brain connectomes.
  BMC bioinformatics 2017 Milano M, Guzzi PH, Tymofieva O, Xu D, Hess C, Veltri P, Cannataro M
• Pediatric neuro MRI: tricks to minimize sedation.
  Pediatric radiology 2017 Barkovich MJ, Xu D, Desikan RS, Williams C, Barkovich AJ
• Egocentric and allocentric visuospatial working memory in premotor Huntington's disease: A double dissociation with caudate and hippocampal volumes.
  Neuropsychologia 2017 Possin KL, Kim H, Geschwind MD, Moskowitz T, Johnson ET, Sha SJ, Apple A, Xu D, Miller BL, Finkbeiner S, Hess CP, Kramer JH
• Surface-Wise Texture Patch Analysis of Combined MRI and PET to Detect MRI-Negative Focal Cortical Dysplasia.
  Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 2017 Hosung Kim, Yee-Leng Tan, Seunghyun Lee, Anthony James Barkovich, Duan Xu, Robert Knowlton
• Extensive migration of young neurons into the infant human frontal lobe.
  Science (New York, N.Y.) 2016 Paredes MF, James D, Gil-Perotin S, Kim H, Cotter JA, Ng C, Sandoval K, Rowitch DH, Xu D, McQuillen PS, Garcia-Verdugo JM, Huang EJ, Alvarez-Buylla A
• DTI-based connectome analysis of adolescents with major depressive disorder reveals hypoconnectivity of the right caudate.
  Journal of affective disorders 2016 Tymofiyeva O, Connolly CG, Ho TC, Sacchet MD, Henje Blom E, LeWinn KZ, Xu D, Yang TT
• Long-Term Anesthetic-Dependent Hypoactivity after Repetitive Mild Traumatic Brain Injuries in Adolescent Mice.
  Developmental neuroscience 2016 Semple BD, Sadjadi R, Carlson J, Chen Y, Xu D, Ferriero DM, Noble-Haeusslein LJ
• Antenatal Exposure to Magnesium Sulfate Is Associated with Reduced Cerebellar Hemorrhage in Preterm Newborns.
  The Journal of pediatrics 2016 Gano D, Ho ML, Partridge JC, Glass HC, Xu D, Barkovich AJ, Ferriero DM
• Microstructural maturation of white matter tracts in encephalopathic neonates.
  Clinical imaging 2016 Kansagra AP, Mabray MC, Ferriero DM, Barkovich AJ, Xu D, Hess CP
• NEOCIVET: Towards accurate morphometry of neonatal gyrification and clinical applications in preterm newborns.
  NeuroImage 2016 Kim H, Lepage C, Maheshwary R, Jeon S, Evans AC, Hess CP, Barkovich AJ, Xu D
• Differentiating T2 hyperintensity in neonatal white matter by two-compartment model of diffusional kurtosis imaging.
  Scientific reports 2016 Gao J, Li X, Li Y, Zeng L, Jin C, Sun Q, Xu D, Yu B, Yang J
• Association of Prenatal Diagnosis of Critical Congenital Heart Disease With Postnatal Brain Development and the Risk of Brain Injury.
  JAMA pediatrics 2016 Peyvandi S, De Santiago V, Chakkarapani E, Chau V, Campbell A, Poskitt KJ, Xu D, Barkovich AJ, Miller S, McQuillen P
• Early postnatal docosahexaenoic acid levels and improved preterm brain development.
  Pediatric research 2016 Tam EW, Chau V, Barkovich AJ, Ferriero DM, Miller SP, Rogers EE, Grunau RE, Synnes AR, Xu D, Foong J, Brant R, Innis SM
• Hindbrain regional growth in preterm newborns and its impairment in relation to brain injury.
  Human brain mapping 2015 Kim H, Gano D, Ho ML, Guo XM, Unzueta A, Hess C, Ferriero DM, Xu D, Barkovich AJ
• Pyruvate to Lactate Metabolic Changes during Neurodevelopment Measured Dynamically Using Hyperpolarized 13C Imaging in Juvenile Murine Brain.
  Developmental neuroscience 2015 Chen Y, Kim H, Bok R, Sukumar S, Mu X, Sheldon RA, Barkovich AJ, Ferriero DM, Xu D
• Clinically feasible NODDI characterization of glioma using multiband EPI at 7 T.
  NeuroImage. Clinical 2015 Wen Q, Kelley DA, Banerjee S, Lupo JM, Chang SM, Xu D, Hess CP, Nelson SJ
• Effects of rejecting diffusion directions on tensor-derived parameters.
  NeuroImage 2015 Chen Y, Tymofiyeva O, Hess CP, Xu D
• NEOCIVET: Extraction of Cortical Surface and Analysis of Neonatal Gyrification Using a Modified CIVET Pipeline.
  Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 2015 Hosung Kim, Claude Lepage, Alan C. Evans, A. James Barkovich, Duan Xu
• NPAS1 represses the generation of specific subtypes of cortical interneurons.
  Neuron 2014 Stanco A, Pla R, Vogt D, Chen Y, Mandal S, Walker J, Hunt RF, Lindtner S, Erdman CA, Pieper AA, Hamilton SP, Xu D, Baraban SC, Rubenstein JL
• Diminished white matter injury over time in a cohort of premature newborns.
  The Journal of pediatrics 2014 Gano D, Andersen SK, Partridge JC, Bonifacio SL, Xu D, Glidden DV, Ferriero DM, Barkovich AJ, Glass HC
• Structural MRI connectome in development: challenges of the changing brain.
  The British journal of radiology 2014 Tymofiyeva O, Hess CP, Xu D, Barkovich AJ
• Brain without anatomy: construction and comparison of fully network-driven structural MRI connectomes.
  PloS one 2014 Tymofiyeva O, Ziv E, Barkovich AJ, Hess CP, Xu D
• Fast, free-breathing, in vivo fetal imaging using time-resolved 3D MRI technique: preliminary results.
  Quantitative imaging in medicine and surgery 2014 Liu J, Glenn OA, Xu D
• A machine learning approach to automated structural network analysis: application to neonatal encephalopathy.
  PloS one 2013 Ziv E, Tymofiyeva O, Ferriero DM, Barkovich AJ, Hess CP, Xu D
• Brain injury and development in newborns with critical congenital heart disease.
  Neurology 2013 Dimitropoulos A, McQuillen PS, Sethi V, Moosa A, Chau V, Xu D, Brant R, Azakie A, Campbell A, Barkovich AJ, Poskitt KJ, Miller SP
• A DTI-based template-free cortical connectome study of brain maturation.
  PloS one 2013 Tymofiyeva O, Hess CP, Ziv E, Lee PN, Glass HC, Ferriero DM, Barkovich AJ, Xu D
• MRI issues for ballistic objects: information obtained at 1.5-, 3- and 7-Tesla.
  The spine journal : official journal of the North American Spine Society 2013 Dedini RD, Karacozoff AM, Shellock FG, Xu D, McClellan RT, Pekmezci M
• Single-ventricle anatomy predicts delayed microstructural brain development.
  Pediatric research 2013 Sethi V, Tabbutt S, Dimitropoulos A, Harris KC, Chau V, Poskitt K, Campbell A, Azakie A, Xu D, Barkovich AJ, Miller SP, McQuillen PS
• Pediatric brain injury: can DTI scalars predict functional outcome?
  Pediatric radiology 2013 Xu D, Mukherjee P, Barkovich AJ
• 1086 Seizures are Associated with Altered Hippocampal Diffusion in Neonates with Hypoxic-Ischemic Encephalopathy.
  Archives of Disease in Childhood 2012 JG Feenstra, PN Lee, D Xu, SL Bonifacio, DM Ferriero, AJ Barkovich, HC Glass
• A serial in vivo 7T magnetic resonance phase imaging study of white matter lesions in multiple sclerosis.
  Multiple sclerosis (Houndmills, Basingstoke, England) 2012 Bian W, Harter K, Hammond-Rosenbluth KE, Lupo JM, Xu D, Kelley DA, Vigneron DB, Nelson SJ, Pelletier D
• Malformations of cortical development: diagnostic accuracy of fetal MR imaging.
  Radiology 2012 Glenn OA, Cuneo AA, Barkovich AJ, Hashemi Z, Bartha AI, Xu D
• Towards the "baby connectome": mapping the structural connectivity of the newborn brain.
  PloS one 2012 Tymofiyeva O, Hess CP, Ziv E, Tian N, Bonifacio SL, McQuillen PS, Ferriero DM, Barkovich AJ, Xu D
• Flexible transceiver array for ultrahigh field human MR imaging.
  Magnetic resonance in medicine 2012 Wu B, Zhang X, Wang C, Li Y, Pang Y, Lu J, Xu D, Majumdar S, Nelson SJ, Vigneron DB
• High Field MR Spectroscopy: Investigating Human Metabolite Levels at High Spectral and Spatial Resolution.
  High-Field MR Imaging 2012 Duan Xu, Daniel B. Vigneron
• A dual-tuned quadrature volume coil with mixed λ/2 and λ/4 microstrip resonators for multinuclear MRSI at 7 T.
  Magnetic resonance imaging 2011 Pang Y, Xie Z, Xu D, Kelley DA, Nelson SJ, Vigneron DB, Zhang X
• A practical multinuclear transceiver volume coil for in vivo MRI/MRS at 7 T.
  Magnetic resonance imaging 2011 Wang C, Li Y, Wu B, Xu D, Nelson SJ, Vigneron DB, Zhang X
• Metabolic changes in early childhood using LCModel with corrected water scaling method.
  Journal of magnetic resonance imaging : JMRI 2011 Takanashi J, Somazawa F, Maruyama K, Terada H, Xu D, Barkovich AJ
• Resonant Mode Reduction in Radiofrequency Volume Coils for Ultrahigh Field Magnetic Resonance Imaging.
  Materials (Basel, Switzerland) 2011 Pang Y, Xie Z, Li Y, Xu D, Vigneron D, Zhang X
• Perinatal Events and Early Magnetic Resonance Imaging in Therapeutic Hypothermia.
  Obstetrical & Gynecological Survey 2011 Sonia L. Bonifacio, Hannah C. Glass, Juliana Vanderpluym, Ashish T. Agrawal, Duan Xu, A. James Barkovich, Donna M. Ferriero
• Fetal hippocampal development: analysis by magnetic resonance imaging volumetry.
  Pediatric research 2011 Jacob FD, Habas PA, Kim K, Corbett-Detig J, Xu D, Studholme C, Glenn OA
• MR spectroscopy of normative premature newborns.
  Journal of magnetic resonance imaging : JMRI 2011 Xu D, Bonifacio SL, Charlton NN, P Vaughan C, Lu Y, Ferriero DM, Vigneron DB, Barkovich AJ
• Investigation of multichannel phased array performance for fetal MR imaging on 1.5T clinical MR system.
  Quantitative imaging in medicine and surgery 2011 Li Y, Pang Y, Vigneron D, Glenn O, Xu D, Zhang X
• Extreme premature birth is not associated with impaired development of brain microstructure.
  The Journal of pediatrics 2010 Bonifacio SL, Glass HC, Chau V, Berman JI, Xu D, Brant R, Barkovich AJ, Poskitt KJ, Miller SP, Ferriero DM
• Perinatal events and early magnetic resonance imaging in therapeutic hypothermia.
  The Journal of pediatrics 2010 Bonifacio SL, Glass HC, Vanderpluym J, Agrawal AT, Xu D, Barkovich AJ, Ferriero DM
• Multi-channel metabolic imaging, with SENSE reconstruction, of hyperpolarized [1-(13)C] pyruvate in a live rat at 3.0 tesla on a clinical MR scanner.
  Journal of magnetic resonance (San Diego, Calif. : 1997) 2010 Tropp J, Lupo JM, Chen A, Calderon P, McCune D, Grafendorfer T, Ozturk-Isik E, Larson PE, Hu S, Yen YF, Robb F, Bok R, Schulte R, Xu D, Hurd R, Vigneron D, Nelson S
• Hippocampal CA1 apical neuropil atrophy in mild Alzheimer disease visualized with 7-T MRI.
  Neurology 2010 Kerchner GA, Hess CP, Hammond-Rosenbluth KE, Xu D, Rabinovici GD, Kelley DA, Vigneron DB, Nelson SJ, Miller BL
• Reduced field-of-view diffusion-weighted imaging of the brain at 7 T.
  Magnetic resonance imaging 2010 von Morze C, Kelley DA, Shepherd TM, Banerjee S, Xu D, Hess CP
• Hippocampal neuropil atrophy in early Alzheimer's disease: A 7T MRI study.
  Alzheimer's & Dementia 2010 Geoffrey A. Kerchner, Christopher P. Hess, Kathryn Hammond-Rosenbluth, Duan Xu, Douglas A.C. Kelley, Daniel P. Vigneron, Sarah J. Nelson, Bruce L. Miller
• Magnetic resonance spectroscopy imaging of the newborn brain--a technical review.
  Seminars in perinatology 2010 Xu D, Vigneron D
• Quantitative analysis of spatial distortions of diffusion techniques at 3T.
  Magnetic resonance imaging 2010 Xu D, Lee MC, Carballido-Gamio J, Barkovich M, Majumdar S, Vigneron DB, Nelson SJ
• Diffusion-weighted imaging in fetuses with severe congenital heart defects.
  AJNR. American journal of neuroradiology 2010 Berman JI, Hamrick SE, McQuillen PS, Studholme C, Xu D, Henry RG, Hornberger LK, Glenn OA
• Diffusion-weighted imaging in fetuses with unilateral cortical malformations and callosal agenesis.
  AJNR. American journal of neuroradiology 2009 Glenn OA, Quiroz EM, Berman JI, Studholme C, Xu D
• Shielded microstrip array for 7T human MR imaging.
  IEEE transactions on medical imaging 2009 Wu B, Wang C, Kelley DA, Xu D, Vigneron DB, Nelson SJ, Zhang X
• 3D sensitivity encoded ellipsoidal MR spectroscopic imaging of gliomas at 3T.
  Magnetic resonance imaging 2009 Ozturk-Isik E, Chen AP, Crane JC, Bian W, Xu D, Han ET, Chang SM, Vigneron DB, Nelson SJ
• 7T human spine imaging arrays with adjustable inductive decoupling.
  IEEE transactions on bio-medical engineering 2009 Wu B, Wang C, Krug R, Kelley DA, Xu D, Pang Y, Banerjee S, Vigneron DB, Nelson SJ, Majumdar S, Zhang X
• Cerebellar development in the preterm neonate: effect of supratentorial brain injury.
  Pediatric research 2009 Tam EW, Ferriero DM, Xu D, Berman JI, Vigneron DB, Barkovich AJ, Miller SP
• Normative apparent diffusion coefficient values in the developing fetal brain.
  AJNR. American journal of neuroradiology 2009 Schneider MM, Berman JI, Baumer FM, Glass HC, Jeng S, Jeremy RJ, Esch M, Biran V, Barkovich AJ, Studholme C, Xu D, Glenn OA
• MRI of the spine: image quality and normal-neoplastic bone marrow contrast at 3 T versus 1.5 T.
  AJR. American journal of roentgenology 2009 Zhao J, Krug R, Xu D, Lu Y, Link TM
• Design of cosine modulated very selective suppression pulses for MR spectroscopic imaging at 3T.
  Magnetic resonance in medicine 2009 Osorio JA, Xu D, Cunningham CH, Chen A, Kerr AB, Pauly JM, Vigneron DB, Nelson SJ
• High-resolution phased-array MRI of the human brain at 7 tesla: initial experience in multiple sclerosis patients.
  Journal of neuroimaging : official journal of the American Society of Neuroimaging 2009 Metcalf M, Xu D, Okuda DT, Carvajal L, Srinivasan R, Kelley DA, Mukherjee P, Nelson SJ, Vigneron DB, Pelletier D
• In vivo hyperpolarized 13C MR spectroscopic imaging with 1H decoupling.
  Journal of magnetic resonance (San Diego, Calif. : 1997) 2008 Chen AP, Tropp J, Hurd RE, Van Criekinge M, Carvajal LG, Xu D, Kurhanewicz J, Vigneron DB
• GRAPPA-based susceptibility-weighted imaging of normal volunteers and patients with brain tumor at 7 T.
  Magnetic resonance imaging 2008 Lupo JM, Banerjee S, Hammond KE, Kelley DA, Xu D, Chang SM, Vigneron DB, Majumdar S, Nelson SJ
• High-resolution intracranial MRA at 7T using autocalibrating parallel imaging: initial experience in vascular disease patients.
  Magnetic resonance imaging 2008 von Morze C, Purcell DD, Banerjee S, Xu D, Mukherjee P, Kelley DA, Majumdar S, Vigneron DB
• Phased array 3D MR spectroscopic imaging of the brain at 7 T.
  Magnetic resonance imaging 2008 Xu D, Cunningham CH, Chen AP, Li Y, Kelley DA, Mukherjee P, Pauly JM, Nelson SJ, Vigneron DB
• Feasibility of using hyperpolarized [1-13C]lactate as a substrate for in vivo metabolic 13C MRSI studies.
  Magnetic resonance imaging 2008 Chen AP, Kurhanewicz J, Bok R, Xu D, Joun D, Zhang V, Nelson SJ, Hurd RE, Vigneron DB
• Pulse sequence for dynamic volumetric imaging of hyperpolarized metabolic products.
  Journal of magnetic resonance (San Diego, Calif. : 1997) 2008 Cunningham CH, Chen AP, Lustig M, Hargreaves BA, Lupo J, Xu D, Kurhanewicz J, Hurd RE, Pauly JM, Nelson SJ, Vigneron DB
• Rapid in vivo musculoskeletal MR with parallel imaging at 7T.
  Magnetic resonance in medicine 2008 Banerjee S, Krug R, Carballido-Gamio J, Kelley DA, Xu D, Vigneron DB, Majumdar S
• In vivo bone and cartilage MRI using fully-balanced steady-state free-precession at 7 tesla.
  Magnetic resonance in medicine 2007 Krug R, Carballido-Gamio J, Banerjee S, Stahl R, Carvajal L, Xu D, Vigneron D, Kelley DA, Link TM, Majumdar S
• Abnormal brain development in newborns with congenital heart disease.
  The New England journal of medicine 2007 Miller SP, McQuillen PS, Hamrick S, Xu D, Glidden DV, Charlton N, Karl T, Azakie A, Ferriero DM, Barkovich AJ, Vigneron DB
• Development of a robust method for generating 7.0 T multichannel phase images of the brain with application to normal volunteers and patients with neurological diseases.
  NeuroImage 2007 Hammond KE, Lupo JM, Xu D, Metcalf M, Kelley DA, Pelletier D, Chang SM, Mukherjee P, Vigneron DB, Nelson SJ
• Intracranial time-of-flight MR angiography at 7T with comparison to 3T.
  Journal of magnetic resonance imaging : JMRI 2007 von Morze C, Xu D, Purcell DD, Hess CP, Mukherjee P, Saloner D, Kelley DA, Vigneron DB
• Development and initial evaluation of 7-T q-ball imaging of the human brain.
  Magnetic resonance imaging 2007 Mukherjee P, Hess CP, Xu D, Han ET, Kelley DA, Vigneron DB
• 3D 1H MRSI of brain tumors at 3.0 Tesla using an eight-channel phased-array head coil.
  Journal of magnetic resonance imaging : JMRI 2007 Osorio JA, Ozturk-Isik E, Xu D, Cha S, Chang S, Berger MS, Vigneron DB, Nelson SJ
• High-speed 3T MR spectroscopic imaging of prostate with flyback echo-planar encoding.
  Journal of magnetic resonance imaging : JMRI 2007 Chen AP, Cunningham CH, Ozturk-Isik E, Xu D, Hurd RE, Kelley DA, Pauly JM, Kurhanewicz J, Nelson SJ, Vigneron DB
• An eight-channel, nonoverlapping phased array coil with capacitive decoupling for parallel MRI at 3 T.
  Concepts in Magnetic Resonance Part B 2007 Cornelius von Morze, James Tropp, Suchandrima Banerjee, Duan Xu, Kostas Karpodinis, Lucas Carvajal, Christopher P. Hess, Pratik Mukherjee, Sharmila Majumdar, Daniel B. Vigneron
• Single-shot fast spin-echo diffusion tensor imaging of the lumbar spine at 1.5 and 3 T.
  Magnetic resonance imaging 2006 Carballido-Gamio J, Xu D, Newitt D, Han ET, Vigneron DB, Majumdar S
• Considerations in applying 3D PRESS H-1 brain MRSI with an eight-channel phased-array coil at 3 T.
  Magnetic resonance imaging 2006 Li Y, Osorio JA, Ozturk-Isik E, Chen AP, Xu D, Crane JC, Cha S, Chang S, Berger MS, Vigneron DB, Nelson SJ
• Q-ball reconstruction of multimodal fiber orientations using the spherical harmonic basis.
  Magnetic resonance in medicine 2006 Hess CP, Mukherjee P, Han ET, Xu D, Vigneron DB
• High-resolution 3D MR spectroscopic imaging of the prostate at 3 T with the MLEV-PRESS sequence.
  Magnetic resonance imaging 2006 Chen AP, Cunningham CH, Kurhanewicz J, Xu D, Hurd RE, Pauly JM, Carvajal L, Karpodinis K, Vigneron DB
• MR imaging, MR spectroscopy, and diffusion tensor imaging of sequential studies in neonates with encephalopathy.
  AJNR. American journal of neuroradiology 2006 Barkovich AJ, Miller SP, Bartha A, Newton N, Hamrick SE, Mukherjee P, Glenn OA, Xu D, Partridge JC, Ferriero DM, Vigneron DB
• Partially-parallel, susceptibility-weighted MR imaging of brain vasculature at 7 Tesla using sensitivity encoding and an autocalibrating parallel technique.
  Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference 2006 Lupo JM, Banerjee S, Kelley D, Xu D, Vigneron DB, Majumdar S, Nelson SJ
• Spectroscopic imaging of the brain with phased-array coils at 3.0 T.
  Magnetic resonance imaging 2005 Xu D, Chen AP, Cunningham C, Osorio JA, Nelson SJ, Vigneron DB
• Design of flyback echo-planar readout gradients for magnetic resonance spectroscopic imaging.
  Magnetic resonance in medicine 2005 Cunningham CH, Vigneron DB, Chen AP, Xu D, Nelson SJ, Hurd RE, Kelley DA, Pauly JM
• Sequence design for magnetic resonance spectroscopic imaging of prostate cancer at 3 T.
  Magnetic resonance in medicine 2005 Cunningham CH, Vigneron DB, Marjanska M, Chen AP, Xu D, Hurd RE, Kurhanewicz J, Garwood M, Pauly JM
• Design of symmetric-sweep spectral-spatial RF pulses for spectral editing.
  Magnetic resonance in medicine 2004 Cunningham CH, Vigneron DB, Chen AP, Xu D, Hurd RE, Sailasuta N, Pauly JM
• Single-shot fast spin-echo diffusion tensor imaging of the brain and spine with head and phased array coils at 1.5 T and 3.0 T.
  Magnetic resonance imaging 2004 Xu D, Henry RG, Mukherjee P, Carvajal L, Miller SP, Barkovich AJ, Vigneron DB