Faculty

Back to Index
John D. Van Horn, PhD
Associate Professor of Neurology
Director of Education, USC Institute of Neuroimaging and Informatics
Neurology
STT 2001 N. SOTO Street Health Sciences Campus Los Angeles
+1 323 442 7246

Publications

Van Horn JD. Opinion: Big data biomedicine offers big higher education opportunities. Proc Natl Acad Sci U S A. 2016 Jun 7; 113(23):6322-4. View in: PubMed

Irimia A, Van Horn JD. Scale-Dependent Variability and Quantitative Regimes in Graph-Theoretic Representations of Human Cortical Networks. Brain Connect. 2016 Mar; 6(2):152-63. View in: PubMed

Brown JA, Van Horn JD. Connected brains and minds-The UMCD repository for brain connectivity matrices. Neuroimage. 2016 Jan 1; 124(Pt B):1238-41. View in: PubMed

Eickhoff S, Nichols TE, Van Horn JD, Turner JA. Sharing the wealth: Neuroimaging data repositories. Neuroimage. 2016 Jan 1; 124(Pt B):1065-8. View in: PubMed

Fan Q, Witzel T, Nummenmaa A, Van Dijk KR, Van Horn JD, Drews MK, Somerville LH, Sheridan MA, Santillana RM, Snyder J, Hedden T, Shaw EE, Hollinshead MO, Renvall V, Zanzonico R, Keil B, Cauley S, Polimeni JR, Tisdall D, Buckner RL, Wedeen VJ, Wald LL, Toga AW, Rosen BR. MGH-USC Human Connectome Project datasets with ultra-high b-value diffusion MRI. Neuroimage. 2016 Jan 1; 124(Pt B):1108-14. View in: PubMed

Leng Y, Shi Y, Yu Q, Van Horn JD, Tang H, Li J, Xu W, Ge X, Tang Y, Han Y, Zhang D, Xiao M, Zhang H, Pang Z, Toga AW, Liu S. Phenotypic and Genetic Correlations Between the Lobar Segments of the Inferior Fronto-occipital Fasciculus and Attention. Sci Rep. 2016; 6:33015. View in: PubMed

Dinov ID, Heavner B, Tang M, Glusman G, Chard K, Darcy M, Madduri R, Pa J, Spino C, Kesselman C, Foster I, Deutsch EW, Price ND, Van Horn JD, Ames J, Clark K, Hood L, Hampstead BM, Dauer W, Toga AW. Predictive Big Data Analytics: A Study of Parkinson's Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations. PLoS One. 2016; 11(8):e0157077. View in: PubMed

Dinov ID, Heavner B, Tang M, Glusman G, Chard K, Darcy M, Madduri R, Pa J, Spino C, Kesselman C, Foster I, Deutsch EW, Price ND, Van Horn JD, Ames J, Clark K, Hood L, Hampstead BM, Dauer W, Toga AW. Predictive Big Data Analytics: A Study of Parkinson's Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations. PLoS One. 2016; 11(8):e0157077. View in: PubMed

Irimia A, Torgerson CM, Goh SY, Van Horn JD. Statistical estimation of physiological brain age as a descriptor of senescence rate during adulthood. Brain Imaging Behav. 2015 Dec; 9(4):678-89. View in: PubMed

Toga AW, Foster I, Kesselman C, Madduri R, Chard K, Deutsch EW, Price ND, Glusman G, Heavner BD, Dinov ID, Ames J, Van Horn J, Kramer R, Hood L. Big biomedical data as the key resource for discovery science. J Am Med Inform Assoc. 2015 Nov; 22(6):1126-31. View in: PubMed

Labus JS, Van Horn JD, Gupta A, Alaverdyan M, Torgerson C, Ashe-McNalley C, Irimia A, Hong JY, Naliboff B, Tillisch K, Mayer EA. Multivariate morphological brain signatures predict patients with chronic abdominal pain from healthy control subjects. Pain. 2015 Aug; 156(8):1545-54. View in: PubMed

Cohen MS, Hillyard SA, Galler JR, Neville HJ, Rasenick MM, Reeves AJ, Van Horn JD. Opinion: Advancing neuroscience interactions with Cuba. Proc Natl Acad Sci U S A. 2015 May 12; 112(19):5859-61. View in: PubMed

Irimia A, Van Horn JD. Epileptogenic focus localization in treatment-resistant post-traumatic epilepsy. J Clin Neurosci. 2015 Apr; 22(4):627-31. View in: PubMed

Torgerson CM, Quinn C, Dinov I, Liu Z, Petrosyan P, Pelphrey K, Haselgrove C, Kennedy DN, Toga AW, Van Horn JD. Interacting with the National Database for Autism Research (NDAR) via the LONI Pipeline workflow environment. Brain Imaging Behav. 2015 Mar; 9(1):89-103. View in: PubMed

Van Horn JD, Pelphrey KA. Neuroimaging of the developing brain. Brain Imaging Behav. 2015 Mar; 9(1):1-4. View in: PubMed

Torgerson CM, Irimia A, Goh SY, Van Horn JD. The DTI connectivity of the human claustrum. Hum Brain Mapp. 2015 Mar; 36(3):827-38. View in: PubMed

Goh SY, Irimia A, Torgerson CM, Tubi MA, Real CR, Hanley DF, Martin NA, Vespa PM, Van Horn JD. Longitudinal quantification and visualization of intracerebral haemorrhage using multimodal magnetic resonance and diffusion tensor imaging. Brain Inj. 2015; 29(4):438-45. View in: PubMed

Gupta A, Mayer EA, Sanmiguel CP, Van Horn JD, Woodworth D, Ellingson BM, Fling C, Love A, Tillisch K, Labus JS. Patterns of brain structural connectivity differentiate normal weight from overweight subjects. Neuroimage Clin. 2015; 7:506-17. View in: PubMed

Irimia A, Van Horn JD. Functional neuroimaging of traumatic brain injury: advances and clinical utility. Neuropsychiatr Dis Treat. 2015; 11:2355-65. View in: PubMed

Irimia A, Goh SY, Torgerson CM, Vespa P, Van Horn JD. Structural and connectomic neuroimaging for the personalized study of longitudinal alterations in cortical shape, thickness and connectivity after traumatic brain injury. J Neurosurg Sci. 2014 Sep; 58(3):129-44. View in: PubMed

Van Horn JD, Bowman I, Joshi SH, Greer V. Graphical neuroimaging informatics: application to Alzheimer's disease. Brain Imaging Behav. 2014 Jun; 8(2):300-10. View in: PubMed

Van Horn JD. Neuroimaging and genetics in aging and age-related disease. Brain Imaging Behav. 2014 Jun; 8(2):141-2. View in: PubMed

Van Horn JD, Toga AW. Human neuroimaging as a "Big Data" science. Brain Imaging Behav. 2014 Jun; 8(2):323-31. View in: PubMed

Dinov ID, Petrosyan P, Liu Z, Eggert P, Zamanyan A, Torri F, Macciardi F, Hobel S, Moon SW, Sung YH, Jiang Z, Labus J, Kurth F, Ashe-McNalley C, Mayer E, Vespa PM, Van Horn JD, Toga AW. The perfect neuroimaging-genetics-computation storm: collision of petabytes of data, millions of hardware devices and thousands of software tools. Brain Imaging Behav. 2014 Jun; 8(2):311-22. View in: PubMed

Frohlich J, Van Horn JD. Reviewing the ketamine model for schizophrenia. J Psychopharmacol. 2014 Apr; 28(4):287-302. View in: PubMed

Irimia A, Van Horn JD. Systematic network lesioning reveals the core white matter scaffold of the human brain. Front Hum Neurosci. 2014; 8:51. View in: PubMed

Dinov ID, Petrosyan P, Liu Z, Eggert P, Hobel S, Vespa P, Woo Moon S, Van Horn JD, Franco J, Toga AW. High-throughput neuroimaging-genetics computational infrastructure. Front Neuroinform. 2014; 8:41. View in: PubMed

Torgerson CM, Van Horn JD. A case study in connectomics: the history, mapping, and connectivity of the claustrum. Front Neuroinform. 2014; 8:83. View in: PubMed

Van Horn JD, Gazzaniga MS. Why share data? Lessons learned from the fMRIDC. Neuroimage. 2013 Nov 15; 82:677-82. View in: PubMed

Irimia A, Goh SY, Torgerson CM, Chambers MC, Kikinis R, Van Horn JD. Forward and inverse electroencephalographic modeling in health and in acute traumatic brain injury. Clin Neurophysiol. 2013 Nov; 124(11):2129-45. View in: PubMed

Irimia A, Goh SY, Torgerson CM, Stein NR, Chambers MC, Vespa PM, Van Horn JD. Electroencephalographic inverse localization of brain activity in acute traumatic brain injury as a guide to surgery, monitoring and treatment. Clin Neurol Neurosurg. 2013 Oct; 115(10):2159-65. View in: PubMed

Lou Y, Irimia A, Vela PA, Chambers MC, Van Horn JD, Vespa PM, Tannenbaum AR. Multimodal deformable registration of traumatic brain injury MR volumes via the Bhattacharyya distance. IEEE Trans Biomed Eng. 2013 Sep; 60(9):2511-20. View in: PubMed

Torgerson CM, Irimia A, Leow AD, Bartzokis G, Moody TD, Jennings RG, Alger JR, Van Horn JD, Altshuler LL. DTI tractography and white matter fiber tract characteristics in euthymic bipolar I patients and healthy control subjects. Brain Imaging Behav. 2013 Jun; 7(2):129-39. View in: PubMed

Irimia A, Van Horn JD. The structural, connectomic and network covariance of the human brain. Neuroimage. 2013 Feb 1; 66:489-99. View in: PubMed

Colby JB, Smith L, O'Connor MJ, Bookheimer SY, Van Horn JD, Sowell ER. White matter microstructural alterations in children with prenatal methamphetamine/polydrug exposure. Psychiatry Res. 2012 Nov 30; 204(2-3):140-8. View in: PubMed

Toga AW, Clark KA, Thompson PM, Shattuck DW, Van Horn JD. Mapping the human connectome. Neurosurgery. 2012 Jul; 71(1):1-5. View in: PubMed

Irimia A, Chambers MC, Torgerson CM, Van Horn JD. Circular representation of human cortical networks for subject and population-level connectomic visualization. Neuroimage. 2012 Apr 2; 60(2):1340-51. View in: PubMed

Toga AW, Dinov ID, Thompson PM, Woods RP, Van Horn JD, Shattuck DW, Parker DS. The Center for Computational Biology: resources, achievements, and challenges. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):202-6. View in: PubMed

Irimia A, Van Horn JD, Halgren E. Source cancellation profiles of electroencephalography and magnetoencephalography. Neuroimage. 2012 Feb 1; 59(3):2464-74. View in: PubMed

Sayo A, Jennings RG, Van Horn JD. Study factors influencing ventricular enlargement in schizophrenia: a 20 year follow-up meta-analysis. Neuroimage. 2012 Jan 2; 59(1):154-67. View in: PubMed

Brown JA, Rudie JD, Bandrowski A, Van Horn JD, Bookheimer SY. The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis. Front Neuroinform. 2012; 6:28. View in: PubMed

Bowman I, Joshi SH, Van Horn JD. Visual systems for interactive exploration and mining of large-scale neuroimaging data archives. Front Neuroinform. 2012; 6:11. View in: PubMed

Irimia A, Wang B, Aylward SR, Prastawa MW, Pace DF, Gerig G, Hovda DA, Kikinis R, Vespa PM, Van Horn JD. Neuroimaging of structural pathology and connectomics in traumatic brain injury: Toward personalized outcome prediction. Neuroimage Clin. 2012; 1(1):1-17. View in: PubMed

Jennings RG, Van Horn JD. Publication bias in neuroimaging research: implications for meta-analyses. Neuroinformatics. 2012 Jan; 10(1):67-80. View in: PubMed

Van Horn JD, Irimia A, Torgerson CM, Chambers MC, Kikinis R, Toga AW. Mapping connectivity damage in the case of Phineas Gage. PLoS One. 2012; 7(5):e37454. View in: PubMed

Irimia A, Chambers MC, Torgerson CM, Filippou M, Hovda DA, Alger JR, Gerig G, Toga AW, Vespa PM, Kikinis R, Van Horn JD. Patient-tailored connectomics visualization for the assessment of white matter atrophy in traumatic brain injury. Front Neurol. 2012; 3:10. View in: PubMed

Irimia A, Chambers MC, Alger JR, Filippou M, Prastawa MW, Wang B, Hovda DA, Gerig G, Toga AW, Kikinis R, Vespa PM, Van Horn JD. Comparison of acute and chronic traumatic brain injury using semi-automatic multimodal segmentation of MR volumes. J Neurotrauma. 2011 Nov; 28(11):2287-306. View in: PubMed

Lederman C, Joshi A, Dinov I, Vese L, Toga A, Van Horn JD. The generation of tetrahedral mesh models for neuroanatomical MRI. Neuroimage. 2011 Mar 1; 55(1):153-64. View in: PubMed

Thomason ME, Dennis EL, Joshi AA, Joshi SH, Dinov ID, Chang C, Henry ML, Johnson RF, Thompson PM, Toga AW, Glover GH, Van Horn JD, Gotlib IH. Resting-state fMRI can reliably map neural networks in children. Neuroimage. 2011 Mar 1; 55(1):165-75. View in: PubMed

Dinov ID, Torri F, Macciardi F, Petrosyan P, Liu Z, Zamanyan A, Eggert P, Pierce J, Genco A, Knowles JA, Clark AP, Van Horn JD, Ames J, Kesselman C, Toga AW. Applications of the pipeline environment for visual informatics and genomics computations. BMC Bioinformatics. 2011; 12:304. View in: PubMed

Niethammer M, Hart GL, Pace DF, Vespa PM, Irimia A, Van Horn JD, Aylward SR. Geometric metamorphosis. Med Image Comput Comput Assist Interv. 2011; 14(Pt 2):639-46. View in: PubMed

Colby JB, Van Horn JD, Sowell ER. Quantitative in vivo evidence for broad regional gradients in the timing of white matter maturation during adolescence. Neuroimage. 2011 Jan 1; 54(1):25-31. View in: PubMed

Patel V, Dinov ID, Van Horn JD, Thompson PM, Toga AW. LONI MiND: metadata in NIfTI for DWI. Neuroimage. 2010 Jun; 51(2):665-76. View in: PubMed

Dinov I, Lozev K, Petrosyan P, Liu Z, Eggert P, Pierce J, Zamanyan A, Chakrapani S, Van Horn J, Parker DS, Magsipoc R, Leung K, Gutman B, Woods R, Toga A. Neuroimaging study designs, computational analyses and data provenance using the LONI pipeline. PLoS One. 2010; 5(9). View in: PubMed

Van Horn JD, Toga AW. Is it time to re-prioritize neuroimaging databases and digital repositories? Neuroimage. 2009 Oct 1; 47(4):1720-34. View in: PubMed

Van Horn JD, Toga AW. Multisite neuroimaging trials. Curr Opin Neurol. 2009 Aug; 22(4):370-8. View in: PubMed

Van Horn JD, Poldrack RA. Functional MRI at the crossroads. Int J Psychophysiol. 2009 Jul; 73(1):3-9. View in: PubMed

Van Horn JD, Toga AW. Neuroimaging workflow design and data-mining: a frontiers in neuroinformatics special issue. Front Neuroinform. 2009; 3:31. View in: PubMed

Dinov ID, Van Horn JD, Lozev KM, Magsipoc R, Petrosyan P, Liu Z, Mackenzie-Graham A, Eggert P, Parker DS, Toga AW. Efficient, Distributed and Interactive Neuroimaging Data Analysis Using the LONI Pipeline. Front Neuroinform. 2009; 3:22. View in: PubMed

Mackenzie-Graham AJ, Van Horn JD, Woods RP, Crawford KL, Toga AW. Provenance in neuroimaging. Neuroimage. 2008 Aug 1; 42(1):178-95. View in: PubMed

Sowell ER, Johnson A, Kan E, Lu LH, Van Horn JD, Toga AW, O'Connor MJ, Bookheimer SY. Mapping white matter integrity and neurobehavioral correlates in children with fetal alcohol spectrum disorders. J Neurosci. 2008 Feb 6; 28(6):1313-9. View in: PubMed

Van Horn JD, Ball CA. Domain-specific data sharing in neuroscience: what do we have to learn from each other? Neuroinformatics. 2008; 6(2):117-21. View in: PubMed

Van Horn JD, Ishai A. Mapping the human brain: new insights from FMRI data sharing. Neuroinformatics. 2007; 5(3):146-53. View in: PubMed

Van Horn JD, Grafton ST, Rockmore D, Gazzaniga MS. Sharing neuroimaging studies of human cognition. Nat Neurosci. 2004 May; 7(5):473-81. View in: PubMed

Janata P, Birk JL, Van Horn JD, Leman M, Tillmann B, Bharucha JJ. The cortical topography of tonal structures underlying Western music. Science. 2002 Dec 13; 298(5601):2167-70. View in: PubMed

Powered bySC CTSI