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Dinov Ivo

Title(s)Associate Professor, Statistics
Phone1-310-825-8430
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    Other Positions
    Title(s)Associate Professor, Neurology


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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Ming C, Viassolo V, Probst-Hensch N, Chappuis PO, Dinov ID, Katapodi MC. Machine learning techniques for personalized breast cancer risk prediction: comparison with the BCRAT and BOADICEA models. Breast Cancer Res. 2019 Jun 20; 21(1):75. PMID: 31221197.
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    2. Potempa K, Rajataramya B, Barton DL, Singha-Dong N, Stephenson R, Smith EML, Davis M, Dinov I, Hampstead BM, Aikens JE, Saslow L, Furspan P, Sarakshetrin A, Pupjain S. Impact of using a broad-based multi-institutional approach to build capacity for non-communicable disease research in Thailand. Health Res Policy Syst. 2019 Jun 14; 17(1):62. PMID: 31200726.
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    3. Avesani P, McPherson B, Hayashi S, Caiafa CF, Henschel R, Garyfallidis E, Kitchell L, Bullock D, Patterson A, Olivetti E, Sporns O, Saykin AJ, Wang L, Dinov I, Hancock D, Caron B, Qian Y, Pestilli F. The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services. Sci Data. 2019 May 23; 6(1):69. PMID: 31123325.
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    4. Sta Cruz S, Dinov ID, Herting MM, González-Zacarías C, Kim H, Toga AW, Sepehrband F. Imputation Strategy for Reliable Regional MRI Morphological Measurements. Neuroinformatics. 2019 May 04. PMID: 31054076.
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    5. Zhou Y, Zhao L, Zhou N, Zhao Y, Marino S, Wang T, Sun H, Toga AW, Dinov ID. Predictive Big Data Analytics using the UK Biobank Data. Sci Rep. 2019 Apr 12; 9(1):6012. PMID: 30979917.
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    6. Zhao L, Matloff W, Ning K, Kim H, Dinov ID, Toga AW. Age-Related Differences in Brain Morphology and the Modifiers in Middle-Aged and Older Adults. Cereb Cortex. 2018 Dec 07. PMID: 30535294.
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    7. Tang M, Gao C, Goutman SA, Kalinin A, Mukherjee B, Guan Y, Dinov ID. Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering. Neuroinformatics. 2018 Nov 20. PMID: 30460455.
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    8. Marino S, Zhou N, Zhao Y, Wang L, Wu Q, Dinov ID. HDDA: DataSifter: statistical obfuscation of electronic health records and other sensitive datasets. J Stat Comput Simul. 2018; 89(2):249-271. PMID: 30962669.
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    9. Kalinin AA, Allyn-Feuer A, Ade A, Fon GV, Meixner W, Dilworth D, Husain SS, de Wet JR, Higgins GA, Zheng G, Creekmore A, Wiley JW, Verdone JE, Veltri RW, Pienta KJ, Coffey DS, Athey BD, Dinov ID. Publisher Correction: 3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification. Sci Rep. 2018 Oct 26; 8(1):16142. PMID: 30367081.
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    10. Zheng G, Kalinin AA, Dinov ID, Meixner W, Zhu S, Wiley JW. Hypothesis: Caco-2 cell rotational 3D mechanogenomic turing patterns have clinical implications to colon crypts. J Cell Mol Med. 2018 Dec; 22(12):6380-6385. PMID: 30255651.
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    11. Kalinin AA, Allyn-Feuer A, Ade A, Fon GV, Meixner W, Dilworth D, Husain SS, de Wet JR, Higgins GA, Zheng G, Creekmore A, Wiley JW, Verdone JE, Veltri RW, Pienta KJ, Coffey DS, Athey BD, Dinov ID. 3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification. Sci Rep. 2018 Sep 12; 8(1):13658. PMID: 30209281.
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    12. Marino S, Xu J, Zhao Y, Zhou N, Zhou Y, Dinov ID. Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies. PLoS One. 2018; 13(8):e0202674. PMID: 30161148.
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    13. Dinov ID. Quant Data Science meets Dexterous Artistry. Int J Data Sci Anal. 2019 Mar; 7(2):81-86. PMID: 30923735.
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    14. Gao C, Sun H, Wang T, Tang M, Bohnen NI, Müller MLTM, Herman T, Giladi N, Kalinin A, Spino C, Dauer W, Hausdorff JM, Dinov ID. Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson's Disease. Sci Rep. 2018 May 08; 8(1):7129. PMID: 29740058.
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    15. Kalinin AA, Higgins GA, Reamaroon N, Soroushmehr S, Allyn-Feuer A, Dinov ID, Najarian K, Athey BD. Deep learning in pharmacogenomics: from gene regulation to patient stratification. Pharmacogenomics. 2018 05; 19(7):629-650. PMID: 29697304.
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    16. Dinov ID, Palanimalai S, Khare A, Christou N. Randomization-Based Statistical Inference: A Resampling and Simulation Infrastructure. Teach Stat. 2018; 40(2):64-73. PMID: 30270947.
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    17. Sepehrband F, Lynch KM, Cabeen RP, Gonzalez-Zacarias C, Zhao L, D'Arcy M, Kesselman C, Herting MM, Dinov ID, Toga AW, Clark KA. Neuroanatomical morphometric characterization of sex differences in youth using statistical learning. Neuroimage. 2018 05 15; 172:217-227. PMID: 29414494.
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    18. Huang Z, Zhang H, Boss J, Goutman SA, Mukherjee B, Dinov ID, Guan Y. Complete hazard ranking to analyze right-censored data: An ALS survival study. PLoS Comput Biol. 2017 12; 13(12):e1005887. PMID: 29253881.
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    19. Kalinin AA, Palanimalai S, Dinov ID. SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications. Proc 2nd Workshop Hum Loop Data Anal (2017). 2017 Apr; 2017. PMID: 29630069.
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    20. Stelmokas J, Yassay L, Giordani B, Dodge HH, Dinov ID, Bhaumik A, Sathian K, Hampstead BM. Translational MRI Volumetry with NeuroQuant: Effects of Version and Normative Data on Relationships with Memory Performance in Healthy Older Adults and Patients with Mild Cognitive Impairment. J Alzheimers Dis. 2017; 60(4):1499-1510. PMID: 29060939.
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    21. Fu KA, Nathan R, Dinov ID, Li J, Toga AW. T2-Imaging Changes in the Nigrosome-1 Relate to Clinical Measures of Parkinson's Disease. Front Neurol. 2016; 7:174. PMID: 27812347.
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    22. 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. PMID: 27494614.
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    23. Amiri S, Dinov ID. Comparison of genomic data via statistical distribution. J Theor Biol. 2016 10 21; 407:318-327. PMID: 27460589.
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    24. Dinov ID. Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data. Gigascience. 2016; 5:12. PMID: 26918190.
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    25. Dinov ID. Volume and Value of Big Healthcare Data. J Med Stat Inform. 2016; 4. PMID: 26998309.
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    26. 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. PMID: 26198305; PMCID: PMC5009918 [Available on 11/01/16].
    27. Toga AW, Dinov ID. Sharing big biomedical data. J Big Data. 2015; 2. PMID: 26929900.
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    28. Dinov ID, Siegrist K, Pearl DK, Kalinin A, Christou N. Probability Distributome: A Web Computational Infrastructure for Exploring the Properties, Interrelations, and Applications of Probability Distributions. Comput Stat. 2016 Jun; 31(2):559-577. PMID: 27158191.
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    29. Moon SW, Dinov ID, Hobel S, Zamanyan A, Choi YC, Shi R, Thompson PM, Toga AW. Structural Brain Changes in Early-Onset Alzheimer's Disease Subjects Using the LONI Pipeline Environment. J Neuroimaging. 2015 Sep-Oct; 25(5):728-37. PMID: 25940587; PMCID: PMC4537660.
    30. 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. PMID: 25666423; PMCID: PMC4447326.
    31. Moon SW, Dinov ID, Zamanyan A, Shi R, Genco A, Hobel S, Thompson PM, Toga AW. Gene interactions and structural brain change in early-onset Alzheimer's disease subjects using the pipeline environment. Psychiatry Investig. 2015 Jan; 12(1):125-35. PMID: 25670955; PMCID: PMC4310910.
    32. Husain SS, Kalinin A, Truong A, Dinov ID. SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information. J Big Data. 2015; 2. PMID: 26236573.
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    33. Moon SW, Dinov ID, Kim J, Zamanyan A, Hobel S, Thompson PM, Toga AW. Structural Neuroimaging Genetics Interactions in Alzheimer's Disease. J Alzheimers Dis. 2015; 48(4):1051-63. PMID: 26444770; PMCID: PMC4730943 [Available on 10/27/16].
    34. Pepe A, Dinov I, Tohka J. An automatic framework for quantitative validation of voxel based morphometry measures of anatomical brain asymmetry. Neuroimage. 2014 Oct 15; 100:444-59. PMID: 24952229; PMCID: PMC4457344.
    35. 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. PMID: 23975276; PMCID: PMC3933453.
    36. 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. PMID: 24795619.
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    37. Winegard T, Herr J, Mena C, Lee B, Dinov I, Bird D, Bernards M, Hobel S, Van Valkenburgh B, Toga A, Fudge D. Coiling and maturation of a high-performance fibre in hagfish slime gland thread cells. Nat Commun. 2014 Apr 04; 5:3534. PMID: 24698953; PMCID: PMC4285696.
    38. Hong JY, Labus JS, Jiang Z, Ashe-Mcnalley C, Dinov I, Gupta A, Shi Y, Stains J, Heendeniya N, Smith SR, Tillisch K, Mayer EA. Regional neuroplastic brain changes in patients with chronic inflammatory and non-inflammatory visceral pain. PLoS One. 2014; 9(1):e84564. PMID: 24416245.
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    39. Labus JS, Dinov ID, Jiang Z, Ashe-McNalley C, Zamanyan A, Shi Y, Hong JY, Gupta A, Tillisch K, Ebrat B, Hobel S, Gutman BA, Joshi S, Thompson PM, Toga AW, Mayer EA. Irritable bowel syndrome in female patients is associated with alterations in structural brain networks. Pain. 2014 Jan; 155(1):137-49. PMID: 24076048.
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    40. Jiang Z, Dinov ID, Labus J, Shi Y, Zamanyan A, Gupta A, Ashe-McNalley C, Hong JY, Tillisch K, Toga AW, Mayer EA. Sex-related differences of cortical thickness in patients with chronic abdominal pain. PLoS One. 2013; 8(9):e73932. PMID: 24040118; PMCID: PMC3764047.
    41. Li J, Shi Y, Tran G, Dinov I, Wang DJ, Toga A. Fast local trust region technique for diffusion tensor registration using exact reorientation and regularization. IEEE Trans Med Imaging. 2014 May; 33(5):1005-22. PMID: 23880040; PMCID: PMC3981960.
    42. Zhan J, Dinov ID, Li J, Zhang Z, Hobel S, Shi Y, Lin X, Zamanyan A, Feng L, Teng G, Fang F, Tang Y, Zang F, Toga AW, Liu S. Spatial-temporal atlas of human fetal brain development during the early second trimester. Neuroimage. 2013 Nov 15; 82:115-26. PMID: 23727529; PMCID: PMC3876574.
    43. Fani N, Gutman D, Tone EB, Almli L, Mercer KB, Davis J, Glover E, Jovanovic T, Bradley B, Dinov ID, Zamanyan A, Toga AW, Binder EB, Ressler KJ. FKBP5 and attention bias for threat: associations with hippocampal function and shape. JAMA Psychiatry. 2013 Apr; 70(4):392-400. PMID: 23407841.
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    44. Li J, Jin Y, Shi Y, Dinov ID, Wang DJ, Toga AW, Thompson PM. Voxelwise spectral diffusional connectivity and its applications to Alzheimer's disease and intelligence prediction. Med Image Comput Comput Assist Interv. 2013; 16(Pt 1):655-62. PMID: 24505723; PMCID: PMC4041690.
    45. Li J, Shi Y, Dinov ID, Toga AW. Locally Weighted Multi-atlas Construction. Multimodal Brain Image Anal (2013). 2013 Jan 01; 8159:1-8. PMID: 25392851.
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    46. Dinov ID, Kamino S, Bhakhrani B, Christou N. Technology-enhanced Interactive Teaching of Marginal, Joint and Conditional Probabilities: The Special Case of Bivariate Normal Distribution. Teach Stat. 2013; 35(3):131-139. PMID: 25419016.
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    47. Yang Y, Nuechterlein KH, Phillips OR, Gutman B, Kurth F, Dinov I, Thompson PM, Asarnow RF, Toga AW, Narr KL. Disease and genetic contributions toward local tissue volume disturbances in schizophrenia: a tensor-based morphometry study. Hum Brain Mapp. 2012 Sep; 33(9):2081-91. PMID: 22241649; PMCID: PMC3330198.
    48. Torri F, Dinov ID, Zamanyan A, Hobel S, Genco A, Petrosyan P, Clark AP, Liu Z, Eggert P, Pierce J, Knowles JA, Ames J, Kesselman C, Toga AW, Potkin SG, Vawter MP, Macciardi F. Next generation sequence analysis and computational genomics using graphical pipeline workflows. Genes (Basel). 2012 Aug 30; 3(3):545-75. PMID: 23139896; PMCID: PMC3490498.
    49. Overman JJ, Clarkson AN, Wanner IB, Overman WT, Eckstein I, Maguire JL, Dinov ID, Toga AW, Carmichael ST. A role for ephrin-A5 in axonal sprouting, recovery, and activity-dependent plasticity after stroke. Proc Natl Acad Sci U S A. 2012 Aug 14; 109(33):E2230-9. PMID: 22837401; PMCID: PMC3421211.
    50. Bramen JE, Hranilovich JA, Dahl RE, Chen J, Rosso C, Forbes EE, Dinov ID, Worthman CM, Sowell ER. Sex matters during adolescence: testosterone-related cortical thickness maturation differs between boys and girls. PLoS One. 2012; 7(3):e33850. PMID: 22479458.
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    51. Lin T, Guyader CL, Dinov I, Thompson P, Toga A, Vese L. Gene Expression Data to Mouse Atlas Registration Using a Nonlinear Elasticity Smoother and Landmark Points Constraints. J Sci Comput. 2012 Mar; 50(3). PMID: 24273381.
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    52. Joshi SH, Cabeen RP, Joshi AA, Sun B, Dinov I, Narr KL, Toga AW, Woods RP. Diffeomorphic sulcal shape analysis on the cortex. IEEE Trans Med Imaging. 2012 Jun; 31(6):1195-212. PMID: 22328177; PMCID: PMC4114719.
    53. Mandal PK, Mahajan R, Dinov ID. Structural brain atlases: design, rationale, and applications in normal and pathological cohorts. J Alzheimers Dis. 2012; 31 Suppl 3:S169-88. PMID: 22647262; PMCID: PMC4324755.
    54. Li J, Shi Y, Tran G, Dinov I, Wang DJ, Toga AW. Fast diffusion tensor registration with exact reorientation and regularization. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):138-45. PMID: 23286042; PMCID: PMC3796182.
    55. 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. PMID: 22081221.
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    56. Colby JB, Soderberg L, Lebel C, Dinov ID, Thompson PM, Sowell ER. Along-tract statistics allow for enhanced tractography analysis. Neuroimage. 2012 Feb 15; 59(4):3227-42. PMID: 22094644; PMCID: PMC3288584.
    57. Joshi SH, Marquina AL, Osher SJ, Dinov I, Toga AW, Van Horn JD. FAST EDGE-FILTERED IMAGE UPSAMPLING. Proc Int Conf Image Proc. 2011 Sep 14; 1165-1168. PMID: 22323066.
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    58. Dinov ID, Christou N. Web-based tools for modelling and analysis of multivariate data: California ozone pollution activity. Int J Math Educ Sci Technol. 2011 Sep 01; 42(6):789-829. PMID: 24465054.
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    59. Dinov ID. Neurological imaging: statistics behind the pictures. Imaging Med. 2011 Aug 01; 3(4):423-432. PMID: 22180753.
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    60. 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 Jul 26; 12:304. PMID: 21791102; PMCID: PMC3199760.
    61. Fonseca CG, Backhaus M, Bluemke DA, Britten RD, Chung JD, Cowan BR, Dinov ID, Finn JP, Hunter PJ, Kadish AH, Lee DC, Lima JA, Medrano-Gracia P, Shivkumar K, Suinesiaputra A, Tao W, Young AA. The Cardiac Atlas Project--an imaging database for computational modeling and statistical atlases of the heart. Bioinformatics. 2011 Aug 15; 27(16):2288-95. PMID: 21737439; PMCID: PMC3150036.
    62. Christou N, Dinov ID. Confidence interval based parameter estimation--a new SOCR applet and activity. PLoS One. 2011; 6(5):e19178. PMID: 21655319; PMCID: PMC3104980.
    63. Costafreda SG, Dinov ID, Tu Z, Shi Y, Liu CY, Kloszewska I, Mecocci P, Soininen H, Tsolaki M, Vellas B, Wahlund LO, Spenger C, Toga AW, Lovestone S, Simmons A. Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment. Neuroimage. 2011 May 01; 56(1):212-9. PMID: 21272654; PMCID: PMC3066277.
    64. Lee D, Dinov I, Dong B, Gutman B, Yanovsky I, Toga AW. CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms. Comput Methods Programs Biomed. 2012 Jun; 106(3):175-87. PMID: 21159404; PMCID: PMC3262956.
    65. 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 01; 55(1):165-75. PMID: 21134471; PMCID: PMC3031732.
    66. 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 01; 55(1):153-64. PMID: 21073968.
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    67. Tenenbaum JD, Whetzel PL, Anderson K, Borromeo CD, Dinov ID, Gabriel D, Kirschner B, Mirel B, Morris T, Noy N, Nyulas C, Rubenson D, Saxman PR, Singh H, Whelan N, Wright Z, Athey BD, Becich MJ, Ginsburg GS, Musen MA, Smith KA, Tarantal AF, Rubin DL, Lyster P. The Biomedical Resource Ontology (BRO) to enable resource discovery in clinical and translational research. J Biomed Inform. 2011 Feb; 44(1):137-45. PMID: 20955817; PMCID: PMC3050430.
    68. Luders E, Thompson PM, Narr KL, Zamanyan A, Chou YY, Gutman B, Dinov ID, Toga AW. The link between callosal thickness and intelligence in healthy children and adolescents. Neuroimage. 2011 Feb 01; 54(3):1823-30. PMID: 20932920.
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    69. 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 Sep 28; 5(9). PMID: 20927408; PMCID: PMC2946935.
    70. Christou N, Dinov ID. A Study of Students' Learning Styles, Discipline Attitudes and Knowledge Acquisition in Technology-Enhanced Probability and Statistics Education. J Online Learn Teach. 2010 Sep; 6(3). PMID: 21603097.
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    71. Bramen JE, Hranilovich JA, Dahl RE, Forbes EE, Chen J, Toga AW, Dinov ID, Worthman CM, Sowell ER. Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity. Cereb Cortex. 2011 Mar; 21(3):636-46. PMID: 20713504; PMCID: PMC3041011.
    72. Ho AJ, Raji CA, Becker JT, Lopez OL, Kuller LH, Hua X, Dinov ID, Stein JL, Rosano C, Toga AW, Thompson PM. The effects of physical activity, education, and body mass index on the aging brain. Hum Brain Mapp. 2011 Sep; 32(9):1371-82. PMID: 20715081; PMCID: PMC3184838.
    73. Liu X, Shi Y, Dinov I, Mio W. A Computational Model of Multidimensional Shape. Int J Comput Vis. 2010 Aug 01; 89(1):69-83. PMID: 21057668.
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    74. Shi Y, Lai R, Morra JH, Dinov I, Thompson PM, Toga AW. Robust surface reconstruction via Laplace-Beltrami eigen-projection and boundary deformation. IEEE Trans Med Imaging. 2010 Dec; 29(12):2009-22. PMID: 20624704; PMCID: PMC2995840.
    75. Ho AJ, Raji CA, Becker JT, Lopez OL, Kuller LH, Hua X, Lee S, Hibar D, Dinov ID, Stein JL, Jack CR, Weiner MW, Toga AW, Thompson PM. Obesity is linked with lower brain volume in 700 AD and MCI patients. Neurobiol Aging. 2010 Aug; 31(8):1326-39. PMID: 20570405.
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    76. Ho AJ, Stein JL, Hua X, Lee S, Hibar DP, Leow AD, Dinov ID, Toga AW, Saykin AJ, Shen L, Foroud T, Pankratz N, Huentelman MJ, Craig DW, Gerber JD, Allen AN, Corneveaux JJ, Stephan DA, DeCarli CS, DeChairo BM, Potkin SG, Jack CR, Weiner MW, Raji CA, Lopez OL, Becker JT, Carmichael OT, Thompson PM. A commonly carried allele of the obesity-related FTO gene is associated with reduced brain volume in the healthy elderly. Proc Natl Acad Sci U S A. 2010 May 04; 107(18):8404-9. PMID: 20404173; PMCID: PMC2889537.
    77. Lederman C, Joshi A, Dinov I, Van Horn JD, Vese L, Toga A. TETRAHEDRAL MESH GENERATION FOR MEDICAL IMAGES WITH MULTIPLE REGIONS USING ACTIVE SURFACES. Proc IEEE Int Symp Biomed Imaging. 2010 Apr 14; 2010:436-439. PMID: 21278816.
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    78. Ho AJ, Hua X, Lee S, Leow AD, Yanovsky I, Gutman B, Dinov ID, Leporé N, Stein JL, Toga AW, Jack CR, Bernstein MA, Reiman EM, Harvey DJ, Kornak J, Schuff N, Alexander GE, Weiner MW, Thompson PM. Comparing 3 T and 1.5 T MRI for tracking Alzheimer's disease progression with tensor-based morphometry. Hum Brain Mapp. 2010 Apr; 31(4):499-514. PMID: 19780044.
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    79. Sowell ER, Leow AD, Bookheimer SY, Smith LM, O'Connor MJ, Kan E, Rosso C, Houston S, Dinov ID, Thompson PM. Differentiating prenatal exposure to methamphetamine and alcohol versus alcohol and not methamphetamine using tensor-based brain morphometry and discriminant analysis. J Neurosci. 2010 Mar 17; 30(11):3876-85. PMID: 20237258; PMCID: PMC2847574.
    80. 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. PMID: 20206274.
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    81. Tang Y, Hojatkashani C, Dinov ID, Sun B, Fan L, Lin X, Qi H, Hua X, Liu S, Toga AW. The construction of a Chinese MRI brain atlas: a morphometric comparison study between Chinese and Caucasian cohorts. Neuroimage. 2010 May 15; 51(1):33-41. PMID: 20152910; PMCID: PMC2862912.
    82. Tohka J, Dinov ID, Shattuck DW, Toga AW. Brain MRI tissue classification based on local Markov random fields. Magn Reson Imaging. 2010 May; 28(4):557-73. PMID: 20110151; PMCID: PMC2863100.
    83. Al-Aziz J, Christou N, Dinov ID. SOCR Motion Charts: An Efficient, Open-Source, Interactive and Dynamic Applet for Visualizing Longitudinal Multivariate Data. J Stat Educ. 2010; 18(3). PMID: 21479108.
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    84. Joshi SH, Cabeen RP, Sun B, Joshi AA, Gutman B, Zamanyan A, Chakrapani S, Dinov I, Woods RP, Toga AW. Cortical sulcal atlas construction using a diffeomorphic mapping approach. Med Image Comput Comput Assist Interv. 2010; 13(Pt 1):357-66. PMID: 20879251; PMCID: PMC4934378.
    85. Iglesias JE, Dinov I, Singh J, Tong G, Tu Z. Synthetic MRI signal standardization: application to multi-atlas analysis. Med Image Comput Comput Assist Interv. 2010; 13(Pt 3):81-8. PMID: 20879386.
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    86. Shi Y, Sun B, Lai R, Dinov I, Toga AW. Automated sulci identification via intrinsic modeling of cortical anatomy. Med Image Comput Comput Assist Interv. 2010; 13(Pt 3):49-56. PMID: 20879382; PMCID: PMC2970518.
    87. Xu Y, McArthur DL, Alger JR, Etchepare M, Hovda DA, Glenn TC, Huang S, Dinov I, Vespa PM. Early nonischemic oxidative metabolic dysfunction leads to chronic brain atrophy in traumatic brain injury. J Cereb Blood Flow Metab. 2010 Apr; 30(4):883-94. PMID: 20029449.
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    88. Anderson A, Dinov ID, Sherin JE, Quintana J, Yuille AL, Cohen MS. Classification of spatially unaligned fMRI scans. Neuroimage. 2010 Feb 01; 49(3):2509-19. PMID: 19712744; PMCID: PMC2846648.
    89. Joshi SH, Marquina A, Osher SJ, Dinov I, Van Horn JD, Toga AW. MRI RESOLUTION ENHANCEMENT USING TOTAL VARIATION REGULARIZATION. Proc IEEE Int Symp Biomed Imaging. 2009 Aug 07; 2009:161-164. PMID: 21113426.
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    90. Lai R, Shi Y, Dinov I, Chan TF, Toga AW. LAPLACE-BELTRAMI NODAL COUNTS: A NEW SIGNATURE FOR 3D SHAPE ANALYSIS. Proc IEEE Int Symp Biomed Imaging. 2009 Aug 07; 2009:694-697. PMID: 21339849.
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    91. Apostolova LG, Thompson PM, Rogers SA, Dinov ID, Zoumalan C, Steiner CA, Siu E, Green AE, Small GW, Toga AW, Cummings JL, Phelps ME, Silverman DH. Surface feature-guided mapping of cerebral metabolic changes in cognitively normal and mildly impaired elderly. Mol Imaging Biol. 2010 Apr; 12(2):218-24. PMID: 19636640; PMCID: PMC2844536.
    92. 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. PMID: 19649168.
      View in: PubMed
    93. Dinov ID, Christou N. Statistics Online Computational Resource for Education. Teach Stat. 2009 May; 31(2):49-51. PMID: 21297884.
      View in: PubMed
    94. Chu A, Cui J, Dinov ID. SOCR Analyses: Implementation and Demonstration of a New Graphical Statistics Educational Toolkit. J Stat Softw. 2009 Apr 01; 30(3):1-19. PMID: 21666874.
      View in: PubMed
    95. Leporé N, Shi Y, Lepore F, Fortin M, Voss P, Chou YY, Lord C, Lassonde M, Dinov ID, Toga AW, Thompson PM. Pattern of hippocampal shape and volume differences in blind subjects. Neuroimage. 2009 Jul 15; 46(4):949-57. PMID: 19285559; PMCID: PMC2736880.
    96. Shi Y, Tu Z, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Joint sulcal detection on cortical surfaces with graphical models and boosted priors. IEEE Trans Med Imaging. 2009 Mar; 28(3):361-73. PMID: 19244008.
      View in: PubMed
    97. Dinov ID, Christou N, Gould R. Law of Large Numbers: the Theory, Applications and Technology-based Education. J Stat Educ. 2009 Mar; 17(1):1-19. PMID: 21603584.
      View in: PubMed
    98. Chu A, Cui J, Dinov ID. SOCR Analyses - an Instructional Java Web-based Statistical Analysis Toolkit. J Online Learn Teach. 2009 Mar 01; 5(1):1-18. PMID: 21546994.
      View in: PubMed
    99. Shi Y, Dinov I, Toga AW. Cortical shape analysis in the Laplace-Beltrami feature space. Med Image Comput Comput Assist Interv. 2009; 12(Pt 2):208-15. PMID: 20426114; PMCID: PMC2970520.
    100. Shi Y, Lai R, Krishna S, Sicotte N, Dinov I, Toga AW. Anisotropic Laplace-Beltrami Eigenmaps: Bridging Reeb Graphs and Skeletons. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2008 Jul 15; 2008:1-7. PMID: 21339850.
      View in: PubMed
    101. Dinov ID, Christou N, Sanchez J. Central Limit Theorem: New SOCR Applet and Demonstration Activity. J Stat Educ. 2008 Jul 01; 16(2):1-15. PMID: 21833159.
      View in: PubMed
    102. Dinov ID, Rubin D, Lorensen W, Dugan J, Ma J, Murphy S, Kirschner B, Bug W, Sherman M, Floratos A, Kennedy D, Jagadish HV, Schmidt J, Athey B, Califano A, Musen M, Altman R, Kikinis R, Kohane I, Delp S, Parker DS, Toga AW. iTools: a framework for classification, categorization and integration of computational biology resources. PLoS One. 2008 May 28; 3(5):e2265. PMID: 18509477; PMCID: PMC2386255.
    103. Dinov ID. Integrated, Multidisciplinary and Technology-Enhanced Science Education: The Next Frontier. J Online Learn Teach. 2008 Mar 01; 4(1):84-93. PMID: 21552453.
      View in: PubMed
    104. Shi Y, Lai R, Kern K, Sicotte N, Dinov I, Toga AW. Harmonic surface mapping with Laplace-Beltrami eigenmaps. Med Image Comput Comput Assist Interv. 2008; 11(Pt 2):147-54. PMID: 18982600; PMCID: PMC2970519.
    105. Liu X, Mio W, Shi Y, Dinov I, Liu X, Leporé N, Leporé F, Fortin M, Voss P, Lassonde M, Thompson PM. Models of normal variation and local contrasts in hippocampal anatomy. Med Image Comput Comput Assist Interv. 2008; 11(Pt 2):407-15. PMID: 18982631.
      View in: PubMed
    106. Dinov ID, Sanchez J, Christou N. Pedagogical Utilization and Assessment of the Statistic Online Computational Resource in Introductory Probability and Statistics Courses. Comput Educ. 2008 Jan 01; 50(1):284-300. PMID: 19750185.
      View in: PubMed
    107. Xu Y, Valentino DJ, Scher AI, Dinov I, White LR, Thompson PM, Launer LJ, Toga AW. Age effects on hippocampal structural changes in old men: the HAAS. Neuroimage. 2008 Apr 15; 40(3):1003-15. PMID: 18280181; PMCID: PMC3785795.
    108. Apostolova LG, Akopyan GG, Partiali N, Steiner CA, Dutton RA, Hayashi KM, Dinov ID, Toga AW, Cummings JL, Thompson PM. Structural correlates of apathy in Alzheimer's disease. Dement Geriatr Cogn Disord. 2007; 24(2):91-7. PMID: 17570907.
      View in: PubMed
    109. Shi Y, Thompson PM, de Zubicaray GI, Rose SE, Tu Z, Dinov I, Toga AW. Direct mapping of hippocampal surfaces with intrinsic shape context. Neuroimage. 2007 Sep 01; 37(3):792-807. PMID: 17625918; PMCID: PMC2227952.
    110. Tohka J, Krestyannikov E, Dinov ID, Graham AM, Shattuck DW, Ruotsalainen U, Toga AW. Genetic algorithms for finite mixture model based voxel classification in neuroimaging. IEEE Trans Med Imaging. 2007 May; 26(5):696-711. PMID: 17518064; PMCID: PMC3192854.
    111. Tu Z, Zheng S, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Automated extraction of the cortical sulci based on a supervised learning approach. IEEE Trans Med Imaging. 2007 Apr; 26(4):541-52. PMID: 17427741.
      View in: PubMed
    112. Shi Y, Thompson PM, Dinov I, Osher S, Toga AW. Direct cortical mapping via solving partial differential equations on implicit surfaces. Med Image Anal. 2007 Jun; 11(3):207-23. PMID: 17379568; PMCID: PMC2227953.
    113. Cohen O, De La Zerda DJ, Odim J, Dinov I, Laks H. Aortic valve-sparing repair with autologous pericardial leaflet extension has low long-term mortality and reoperation rates in children and adults. Heart Surg Forum. 2007; 10(4):E288-91. PMID: 17599876.
      View in: PubMed
    114. Shi Y, Tu Z, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Joint sulci detection using graphical models and boosted priors. Inf Process Med Imaging. 2007; 20:98-109. PMID: 17633692.
      View in: PubMed
    115. Mackenzie-Graham AJ, Lee EF, Dinov ID, Yuan H, Jacobs RE, Toga AW. Multimodal, multidimensional models of mouse brain. Epilepsia. 2007; 48 Suppl 4:75-81. PMID: 17767578.
      View in: PubMed
    116. De La Zerda DJ, Cohen O, Fishbein MC, Odim J, A Calderon C, Hekmat D, Dinov I, Laks H. Aortic valve-sparing repair with autologous pericardial leaflet extension has a greater early re-operation rate in congenital versus acquired valve disease. Eur J Cardiothorac Surg. 2007 Feb; 31(2):256-60. PMID: 17196393.
      View in: PubMed
    117. Dinov ID. Grant review: American Idol or big brother? Cell. 2006 Nov 17; 127(4):663-4; author reply 664-5. PMID: 17110322.
      View in: PubMed
    118. Apostolova LG, Dinov ID, Dutton RA, Hayashi KM, Toga AW, Cummings JL, Thompson PM. 3D comparison of hippocampal atrophy in amnestic mild cognitive impairment and Alzheimer's disease. Brain. 2006 Nov; 129(Pt 11):2867-73. PMID: 17018552.
      View in: PubMed
    119. Dinov ID. SOCR: Statistics Online Computational Resource. J Stat Softw. 2006 Oct 01; 16(11). PMID: 21451741.
      View in: PubMed
    120. Dinov ID, Valentino D, Shin BC, Konstantinidis F, Hu G, MacKenzie-Graham A, Lee EF, Shattuck D, Ma J, Schwartz C, Toga AW. LONI visualization environment. J Digit Imaging. 2006 Jun; 19(2):148-58. PMID: 16598642.
      View in: PubMed
    121. Apostolova LG, Dutton RA, Dinov ID, Hayashi KM, Toga AW, Cummings JL, Thompson PM. Conversion of mild cognitive impairment to Alzheimer disease predicted by hippocampal atrophy maps. Arch Neurol. 2006 May; 63(5):693-9. PMID: 16682538.
      View in: PubMed
    122. Zheng S, Tu Z, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Thompson PM, Dinov I, Toga AW. A learning based algorithm for automatic extraction of the cortical sulci. Med Image Comput Comput Assist Interv. 2006; 9(Pt 1):695-703. PMID: 17354951.
      View in: PubMed
    123. Lee EF, Jacobs RE, Dinov I, Leow A, Toga AW. Standard atlas space for C57BL/6J neonatal mouse brain. Anat Embryol (Berl). 2005 Nov; 210(4):245-63. PMID: 16228227.
      View in: PubMed
    124. Mega MS, Dinov ID, Mazziotta JC, Manese M, Thompson PM, Lindshield C, Moussai J, Tran N, Olsen K, Zoumalan CI, Woods RP, Toga AW. Automated brain tissue assessment in the elderly and demented population: construction and validation of a sub-volume probabilistic brain atlas. Neuroimage. 2005 Jul 15; 26(4):1009-18. PMID: 15908234.
      View in: PubMed
    125. Mega MS, Dinov ID, Porter V, Chow G, Reback E, Davoodi P, O'Connor SM, Carter MF, Amezcua H, Cummings JL. Metabolic patterns associated with the clinical response to galantamine therapy: a fludeoxyglucose f 18 positron emission tomographic study. Arch Neurol. 2005 May; 62(5):721-8. PMID: 15883258.
      View in: PubMed
    126. Dinov ID, Boscardin JW, Mega MS, Sowell EL, Toga AW. A wavelet-based statistical analysis of FMRI data: I. motivation and data distribution modeling. Neuroinformatics. 2005; 3(4):319-42. PMID: 16284415.
      View in: PubMed
    127. MacKenzie-Graham A, Lee EF, Dinov ID, Bota M, Shattuck DW, Ruffins S, Yuan H, Konstantinidis F, Pitiot A, Ding Y, Hu G, Jacobs RE, Toga AW. A multimodal, multidimensional atlas of the C57BL/6J mouse brain. J Anat. 2004 Feb; 204(2):93-102. PMID: 15032916; PMCID: PMC1571243.
    128. MacKenzie-Graham A, Jones ES, Shattuck DW, Dinov ID, Bota M, Toga AW. The informatics of a C57BL/6J mouse brain atlas. Neuroinformatics. 2003; 1(4):397-410. PMID: 15043223.
      View in: PubMed
    129. Dinov ID, Mega MS, Thompson PM, Woods RP, Sumners DL, Sowell EL, Toga AW. Quantitative comparison and analysis of brain image registration using frequency-adaptive wavelet shrinkage. IEEE Trans Inf Technol Biomed. 2002 Mar; 6(1):73-85. PMID: 11936599.
      View in: PubMed