Ivo D. Dinov

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Arthur TogaUniversity of Southern CaliforniaVerified email at loni.usc.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerified email at usc.edu
Jeffrey CummingsCleveland Clinic Lou Ruvo Center for Brain HealthVerified email at ccf.org
Yonggang Shi, PhDProfessor of Neurology, Electrical and Computer Engineering, Biomedical Engineering USCVerified email at usc.edu
John Van HornProfessor of Psychology and Data Science, University of VirginiaVerified email at virginia.edu
Alexandr A. KalininSenior ML Scientist, BiohubVerified email at biohub.org
Shantanu H. JoshiUCLAVerified email at ucla.edu
Boris GutmanAssistant Professor, Department of Biomedical Engineering, Illinois Institute of TechnologyVerified email at iit.edu
Zhuowen TuProfessor, Cognitive Science, Computer Science&Engineering, UC San DiegoVerified email at ucsd.edu
David ShattuckProfessor, Dept. of Neurology, UCLAVerified email at ucla.edu
Elizabeth SowellProfessor of Pediatrics, University of Southern CaliforniaVerified email at chla.usc.edu
Zhizhong LiuUniversity of California, Los AngelesVerified email at loni.ucla.edu
Anand A JoshiResearch Associate Professor, USCVerified email at usc.edu
Jennifer LabusAdjunct Assistant ProfessorVerified email at ucla.edu
Emeran A. Mayer, M.D.Professor of Medicine and Psychiatry, UCLAVerified email at ucla.edu
Brian AtheyProfessor of Computational Medicine and Bioinformatics'Verified email at umich.edu
Carl KesselmanProfessor University of Southern California Information Sciences InstituteVerified email at isi.edu
Zhiguo JiangData Scientist, Kessler FoundationVerified email at kesslerfoundation.org
Xue HuaDepartment of Neurology, University of Southern CaliforniaVerified email at usc.edu

Ivo D. Dinov

Henry P. Tappan Collegiate Professor, SPL, HBBS, DCMB, MCAIM, University of Michigan

Verified email at stat.ucla.edu - Homepage

spacekime statistical computing probability distributions biomedical imaging data science


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Conversion of mild cognitive impairment to Alzheimer disease predicted by hippocampal atrophy maps LG Apostolova, RA Dutton, ID Dinov, KM Hayashi, AW Toga, ... Archives of neurology 63 (5), 693-699, 2006	721	2006
Nonconvulsive seizures after traumatic brain injury are associated with hippocampal atrophy PM Vespa, DL McArthur, Y Xu, M Eliseo, M Etchepare, I Dinov, J Alger, ... Neurology 75 (9), 792-798, 2010	342	2010
3D comparison of hippocampal atrophy in amnestic mild cognitive impairment and Alzheimer's disease LG Apostolova, ID Dinov, RA Dutton, KM Hayashi, AW Toga, ... Brain 129 (11), 2867-2873, 2006	340	2006
The Cardiac Atlas Project—an imaging database for computational modeling and statistical atlases of the heart CG Fonseca, M Backhaus, DA Bluemke, RD Britten, JD Chung, ... Bioinformatics 27 (16), 2288-2295, 2011	339	2011
Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity JE Bramen, JA Hranilovich, RE Dahl, EE Forbes, J Chen, AW Toga, ... Cerebral cortex 21 (3), 636-646, 2011	330	2011
Obesity is linked with lower brain volume in 700 AD and MCI patients AJ Ho, CA Raji, JT Becker, OL Lopez, LH Kuller, X Hua, S Lee, D Hibar, ... Neurobiology of aging 31 (8), 1326-1339, 2010	330	2010
A commonly carried allele of the obesity-related FTO gene is associated with reduced brain volume in the healthy elderly AJ Ho, JL Stein, X Hua, S Lee, DP Hibar, AD Leow, ID Dinov, AW Toga, ... Proceedings of the National Academy of Sciences 107 (18), 8404-8409, 2010	311	2010
Along-tract statistics allow for enhanced tractography analysis JB Colby, L Soderberg, C Lebel, ID Dinov, PM Thompson, ER Sowell Neuroimage 59 (4), 3227-3242, 2012	293	2012
Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment SG Costafreda, ID Dinov, Z Tu, Y Shi, CY Liu, I Kloszewska, P Mecocci, ... Neuroimage 56 (1), 212-219, 2011	289	2011
A role for ephrin-A5 in axonal sprouting, recovery, and activity-dependent plasticity after stroke JJ Overman, AN Clarkson, IB Wanner, WT Overman, I Eckstein, ... Proceedings of the National Academy of Sciences 109 (33), E2230-E2239, 2012	288	2012
Cerebral correlates of psychotic symptoms in Alzheimer's disease MS Mega, L Lee, ID Dinov, F Mishkin, AW Toga, JL Cummings Journal of Neurology, Neurosurgery & Psychiatry 69 (2), 167-171, 2000	254	2000
Brain anatomical structure segmentation by hybrid discriminative/generative models Z Tu, KL Narr, P Dollár, I Dinov, PM Thompson, AW Toga IEEE transactions on medical imaging 27 (4), 495-508, 2008	247	2008
A multimodal, multidimensional atlas of the C57BL/6J mouse brain A MacKenzie‐Graham, EF Lee, ID Dinov, M Bota, DW Shattuck, S Ruffins, ... Journal of anatomy 204 (2), 93-102, 2004	236	2004
Left frontotemporal hypoperfusion is associated with aggression in patients with dementia N Hirono, MS Mega, ID Dinov, F Mishkin, JL Cummings Archives of neurology 57 (6), 861-866, 2000	228	2000
Structural correlates of apathy in Alzheimer’s disease LG Apostolova, GG Akopyan, N Partiali, CA Steiner, RA Dutton, ... Dementia and geriatric cognitive disorders 24 (2), 91-97, 2007	227	2007
Model-based and model-free machine learning techniques for diagnostic prediction and classification of clinical outcomes in Parkinson’s disease C Gao, H Sun, T Wang, M Tang, NI Bohnen, MLTM Müller, T Herman, ... Scientific reports 8 (1), 7129, 2018	225	2018
Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data ID Dinov Gigascience 5 (1), s13742-016-0117-6, 2016	214	2016
Resting-state fMRI can reliably map neural networks in children ME Thomason, EL Dennis, AA Joshi, SH Joshi, ID Dinov, C Chang, ... Neuroimage 55 (1), 165-175, 2011	214	2011
The construction of a Chinese MRI brain atlas: a morphometric comparison study between Chinese and Caucasian cohorts Y Tang, C Hojatkashani, ID Dinov, B Sun, L Fan, X Lin, H Qi, X Hua, S Liu, ... Neuroimage 51 (1), 33-41, 2010	214	2010
Data science and predictive analytics ID Dinov Cham, Switzerland: Springer, 2018	206	2018

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