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Duygu Tosun-Turgut, PhD

TitleAssociate Professor
InstitutionUniversity of California San Francisco
DepartmentRadiology
Address4150 Clement St
San Francisco CA 94121
Phone415-221-4810 ext. 23650
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    Collapse Biography 
    Collapse Awards and Honors
    Top Young Artificial Intelligence (AI) Talent2017BioData World West
    The Michael J Fox Foundation for Parkinson's Research2016Parkinson's Progression Markers Initiative (PPMI) Data Challenge
    American Federation for Aging Research and GE Healthcare, Santa Barbara, CA2011AFAR-GE Healthcare Junior Investigator Award for Excellence in Imaging and Aging Research
    Alzheimer's Association, Paris, France2011de Leon Prize in Neuroimaging
    American Federation for Aging Research and GE Healthcare, Santa Barbara, CA2010AFAR-GE Healthcare Junior Investigator Award for Excellence in Imaging and Aging Research
    Information Processing in Medical Imaging (IPMI) Conference, Glenwood Springs, CO2005Francois Erbsmann Prize

    Collapse Overview 
    Collapse Overview
    Duygu Tosun-Turgut, PhD, is an Associate Professor and Co-Director of the Center for Imaging of Neurodegenerative Diseases (CIND) at the San Francisco Veterans Affairs Medical Center. Dr. Tosun obtained her BSc in Electrical and Electronic Engineering from Bilkent University, Turkey in 1999, and she received her MSE in Electrical and Computer Engineering from The Johns Hopkins University, Maryland in 2001. In 2003, she completed her MA in Mathematics from The Johns Hopkins University, and she earned her PhD in Electrical and Computer Engineering from The Johns Hopkins University in 2005, followed by a postdoctoral fellowship in Neurology from the University of California, Los Angeles in 2008.

    Dr. Tosun’s long-term research goal is to develop new algorithmic approaches for processing and analysis of multi-disciplinary/modality data including neuroimages, genetics, proteomics, as well as cognitive functioning measures in a unified framework by using recent advances in image processing, medical physics, and computation medicine. The primary aim is to identify multi-disciplinary/modality biomarkers for detecting the changes associated with disease specific neuropathology, improving understanding of pathophysiological progression and potentially providing a means of monitoring the efficacy and regional specificity of drug therapy for neurodegenerative diseases. This will have a broad use in early diagnosis, facilitating initiation of prevention strategies in those at risk, and boost the power of drug therapy trials by selecting those at greatest risk of neurodegenerative diseases.

    Dr. Tosun is a reviewer for 17 scientific journals. She has 29 published articles and she has written 30 peer-reviewed articles, 50 abstracts, and 5 significant publications.

    Expertise:
    Neurodegenerative

    Specialty:
    Neurodegenerative brain diseases; Neuroimaging; Alzheimer’s disease; Front temporal dementia; Late-life depression; Biomarkers; Imaging statistics

    Professional Interests:
    Medical image processing and analysis, computational medicine, magnetic resonance imaging (MRI), positron emission tomography (PET), multi-modality neuroimaging research, aging, Alzheimer's disease, neurodegenerative diseases, late-life depression, imaging biomarkers, biomarkers, prediction models, neuropathology

    Education and Training:
    • Bachelor of Science: Bilkent University, Turkey - Electrical and Electronic Engineering
    • Masters of Science: Johns Hopkins University, Maryland - Electrical and Computer Engineering
    • Masters in Art: Johns Hopkins University, Maryland - Mathematics
    • Doctor of Philosophy: Johns Hopkins University, Maryland - Electrical and Computer Engineering
    • Postdoctoral Fellowship: University of California, Los Angeles - Neurology


    Collapse Research 
    Collapse Research Activities and Funding
    Multimodal MRI Characteristics of Psychotherapy Response in Late Life Depression
    NIH R01MH101472Jun 1, 2015 - Feb 29, 2020
    Role: Principal Investigator

    Collapse ORNG Applications 
    Collapse Websites
    Collapse In The News

    Collapse Bibliographic 
    Collapse Publications
    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.
    List All   |   Timeline
    1. Staffaroni AM, Tosun D, Lin J, Elahi FM, Casaletto KB, Wynn MJ, Patel N, Neuhaus J, Walters SM, Epel ES, Blackburn EH, Kramer JH. Telomere attrition is associated with declines in medial temporal lobe volume and white matter microstructure in functionally independent older adults. Neurobiol Aging. 2018 May 08; 69:68-75. PMID: 29859365.
      View in: PubMed
    2. Powell F, Tosun D, Sadeghi R, Weiner M, Raj A. Preserved Structural Network Organization Mediates Pathology Spread in Alzheimer's Disease Spectrum Despite Loss of White Matter Tract Integrity. J Alzheimers Dis. 2018 Mar 23. PMID: 29578480.
      View in: PubMed
    3. Simuni T, Siderowf A, Lasch S, Coffey CS, Caspell-Garcia C, Jennings D, Tanner CM, Trojanowski JQ, Shaw LM, Seibyl J, Schuff N, Singleton A, Kieburtz K, Toga AW, Mollenhauer B, Galasko D, Chahine LM, Weintraub D, Foroud T, Tosun D, Poston K, Arnedo V, Frasier M, Sherer T, Chowdhury S, Marek K. Longitudinal change of clinical and biological measures in early Parkinson's disease: Parkinson's progression markers initiative cohort. Mov Disord. 2018 Mar 23. PMID: 29572948.
      View in: PubMed
    4. Elahi FM, Marx G, Cobigo Y, Staffaroni AM, Kornak J, Tosun D, Boxer AL, Kramer JH, Miller BL, Rosen HJ. Longitudinal white matter change in frontotemporal dementia subtypes and sporadic late onset Alzheimer's disease. Neuroimage Clin. 2017; 16:595-603. PMID: 28975068.
      View in: PubMed
    5. Weiner MW, Harvey D, Hayes J, Landau SM, Aisen PS, Petersen RC, Tosun D, Veitch DP, Jack CR, Decarli C, Saykin AJ, Grafman J, Neylanthe TC. Effects of traumatic brain injury and posttraumatic stress disorder on development of Alzheimer's disease in Vietnam Veterans using the Alzheimer's Disease Neuroimaging Initiative: Preliminary Report. Alzheimers Dement (N Y). 2017 Jun; 3(2):177-188. PMID: 28758146.
      View in: PubMed
    6. Caspell-Garcia C, Simuni T, Tosun-Turgut D, Wu IW, Zhang Y, Nalls M, Singleton A, Shaw LA, Kang JH, Trojanowski JQ, Siderowf A, Coffey C, Lasch S, Aarsland D, Burn D, Chahine LM, Espay AJ, Foster ED, Hawkins KA, Litvan I, Richard I, Weintraub D. Multiple modality biomarker prediction of cognitive impairment in prospectively followed de novo Parkinson disease. PLoS One. 2017; 12(5):e0175674. PMID: 28520803.
      View in: PubMed
    7. Tosun D, Landau S, Aisen PS, Petersen RC, Mintun M, Jagust W, Weiner MW. Association between tau deposition and antecedent amyloid-ß accumulation rates in normal and early symptomatic individuals. Brain. 2017 May 01; 140(5):1499-1512. PMID: 28334939.
      View in: PubMed
    8. Gonzales MM, Insel PS, Nelson C, Tosun D, Mattsson N, Mueller SG, Sacuiu S, Bickford D, Weiner MW, Mackin RS. ?Cortical Atrophy is Associated with Accelerated Cognitive Decline in Mild Cognitive Impairment with Subsyndromal Depression. Am J Geriatr Psychiatry. 2017 Sep; 25(9):980-991. PMID: 28629965.
      View in: PubMed
    9. Scott JA, Tosun D, Braskie MN, Maillard P, Thompson PM, Weiner M, DeCarli C, Carmichael OT. Independent value added by diffusion MRI for prediction of cognitive function in older adults. Neuroimage Clin. 2017; 14:166-173. PMID: 28180075.
      View in: PubMed
    10. Zhang Y, Wu IW, Tosun D, Foster E, Schuff N. Progression of Regional Microstructural Degeneration in Parkinson's Disease: A Multicenter Diffusion Tensor Imaging Study. PLoS One. 2016; 11(10):e0165540. PMID: 27798653.
      View in: PubMed
    11. Tosun D, Schuff N, Rabinovici GD, Ayakta N, Miller BL, Jagust W, Kramer J, Weiner MM, Rosen HJ. Diagnostic utility of ASL-MRI and FDG-PET in the behavioral variant of FTD and AD. Ann Clin Transl Neurol. 2016 Oct; 3(10):740-751. PMID: 27752510.
      View in: PubMed
    12. Scott JA, Braskie MN, Tosun D, Maillard P, Thompson PM, Weiner M, DeCarli C, Carmichael OT. Cerebral amyloid is associated with greater white-matter hyperintensity accrual in cognitively normal older adults. Neurobiol Aging. 2016 12; 48:48-52. PMID: 27639120.
      View in: PubMed
    13. Tosun D, Chen YF, Yu P, Sundell KL, Suhy J, Siemers E, Schwarz AJ, Weiner MW. Amyloid status imputed from a multimodal classifier including structural MRI distinguishes progressors from nonprogressors in a mild Alzheimer's disease clinical trial cohort. Alzheimers Dement. 2016 09; 12(9):977-986. PMID: 27109039.
      View in: PubMed
    14. Insel PS, Mattsson N, Mackin RS, Schöll M, Nosheny RL, Tosun D, Donohue MC, Aisen PS, Jagust WJ, Weiner MW. Accelerating rates of cognitive decline and imaging markers associated with ß-amyloid pathology. Neurology. 2016 05 17; 86(20):1887-96. PMID: 27164667.
      View in: PubMed
    15. Chao LL, Tosun D, Woodward SH, Kaufer D, Neylan TC. Preliminary Evidence of Increased Hippocampal Myelin Content in Veterans with Posttraumatic Stress Disorder. Front Behav Neurosci. 2015; 9:333. PMID: 26696852; PMCID: PMC4667092.
    16. Scott JA, Braskie MN, Tosun D, Thompson PM, Weiner M, DeCarli C, Carmichael OT. Cerebral Amyloid and Hypertension are Independently Associated with White Matter Lesions in Elderly. Front Aging Neurosci. 2015; 7:221. PMID: 26648866; PMCID: PMC4664630.
    17. Tosun D, Schuff N, Jagust W, Weiner MW. Discriminative Power of Arterial Spin Labeling Magnetic Resonance Imaging and 18F-Fluorodeoxyglucose Positron Emission Tomography Changes for Amyloid-ß-Positive Subjects in the Alzheimer's Disease Continuum. Neurodegener Dis. 2016; 16(1-2):87-94. PMID: 26560336.
      View in: PubMed
    18. Tosun D, Siddarth P, Levitt J, Caplan R. Cortical thickness and sulcal depth: insights on development and psychopathology in paediatric epilepsy. BJPsych Open. 2015 Oct; 1(2):129-135. PMID: 27703737.
      View in: PubMed
    19. Sacuiu S, Insel PS, Mueller S, Tosun D, Mattsson N, Jack CR, DeCarli C, Petersen R, Aisen PS, Weiner MW, Mackin RS. Chronic Depressive Symptomatology in Mild Cognitive Impairment Is Associated with Frontal Atrophy Rate which Hastens Conversion to Alzheimer Dementia. Am J Geriatr Psychiatry. 2016 Feb; 24(2):126-35. PMID: 26238228; PMCID: PMC4973623 [Available on 02/01/17].
    20. Insel PS, Mattsson N, Mackin RS, Kornak J, Nosheny R, Tosun-Turgut D, Donohue MC, Aisen PS, Weiner MW. Biomarkers and cognitive endpoints to optimize trials in Alzheimer's disease. Ann Clin Transl Neurol. 2015 May; 2(5):534-47. PMID: 26000325; PMCID: PMC4435707.
    21. Song Z, Insel PS, Buckley S, Yohannes S, Mezher A, Simonson A, Wilkins S, Tosun D, Mueller S, Kramer JH, Miller BL, Weiner MW. Brain amyloid-ß burden is associated with disruption of intrinsic functional connectivity within the medial temporal lobe in cognitively normal elderly. J Neurosci. 2015 Feb 18; 35(7):3240-7. PMID: 25698758; PMCID: PMC4331637.
    22. Raj A, LoCastro E, Kuceyeski A, Tosun D, Relkin N, Weiner M. Network Diffusion Model of Progression Predicts Longitudinal Patterns of Atrophy and Metabolism in Alzheimer's Disease. Cell Rep. 2015 Jan 14. PMID: 25600871.
      View in: PubMed
    23. Mattsson N, Insel PS, Nosheny R, Tosun D, Trojanowski JQ, Shaw LM, Jack CR, Donohue MC, Weiner MW. Emerging ß-amyloid pathology and accelerated cortical atrophy. JAMA Neurol. 2014 Jun; 71(6):725-34. PMID: 24781145; PMCID: PMC4410966.
    24. Laforce R, Tosun D, Ghosh P, Lehmann M, Madison CM, Weiner MW, Miller BL, Jagust WJ, Rabinovici GD. Parallel ICA of FDG-PET and PiB-PET in three conditions with underlying Alzheimer's pathology. Neuroimage Clin. 2014; 4:508-16. PMID: 24818077; PMCID: PMC3984448.
    25. Mattsson N, Tosun D, Insel PS, Simonson A, Jack CR, Beckett LA, Donohue M, Jagust W, Schuff N, Weiner MW. Association of brain amyloid-ß with cerebral perfusion and structure in Alzheimer's disease and mild cognitive impairment. Brain. 2014 May; 137(Pt 5):1550-61. PMID: 24625697.
      View in: PubMed
    26. Tosun D, Joshi S, Weiner MW. Multimodal MRI-based Imputation of the Aß+ in Early Mild Cognitive Impairment. Ann Clin Transl Neurol. 2014 Mar; 1(3):160-170. PMID: 24729983.
      View in: PubMed
    27. Mattsson N, Insel P, Tosun D, Zhang J, Jack CR, Galasko D, Weiner M. Effects of baseline CSF a-synuclein on regional brain atrophy rates in healthy elders, mild cognitive impairment and Alzheimer's disease. PLoS One. 2013; 8(12):e85443. PMID: 24392009.
      View in: PubMed
    28. Mattsson N, Insel P, Nosheny R, Trojanowski JQ, Shaw LM, Jack CR, Tosun D, Weiner M. Effects of cerebrospinal fluid proteins on brain atrophy rates in cognitively healthy older adults. Neurobiol Aging. 2014 Mar; 35(3):614-22. PMID: 24094581; PMCID: PMC3864623.
    29. Tosun D, Joshi S, Weiner MW. Neuroimaging predictors of brain amyloidosis in mild cognitive impairment. Ann Neurol. 2013 Aug; 74(2):188-98. PMID: 23686534; PMCID: PMC4603555.
    30. Mattsson N, Insel P, Nosheny R, Zetterberg H, Trojanowski JQ, Shaw LM, Tosun D, Weiner M. CSF protein biomarkers predicting longitudinal reduction of CSF ß-amyloid42 in cognitively healthy elders. Transl Psychiatry. 2013 Aug 20; 3:e293. PMID: 23962923; PMCID: PMC3756294.
    31. Liu X, Tosun D, Weiner MW, Schuff N. Locally linear embedding (LLE) for MRI based Alzheimer's disease classification. Neuroimage. 2013 Dec; 83:148-57. PMID: 23792982; PMCID: PMC3815961.
    32. Cardenas VA, Tosun D, Chao LL, Fletcher PT, Joshi S, Weiner MW, Schuff N. Voxel-wise co-analysis of macro- and microstructural brain alteration in mild cognitive impairment and Alzheimer's disease using anatomical and diffusion MRI. J Neuroimaging. 2014 Sep-Oct; 24(5):435-43. PMID: 23421601; PMCID: PMC3951683.
    33. Naylor MG, Cardenas VA, Tosun D, Schuff N, Weiner M, Schwartzman A. Voxelwise multivariate analysis of multimodality magnetic resonance imaging. Hum Brain Mapp. 2014 Mar; 35(3):831-46. PMID: 23408378; PMCID: PMC4324330.
    34. Mackin RS, Tosun D, Mueller SG, Lee JY, Insel P, Schuff N, Truran-Sacrey D, Arean P, Nelson JC, Weiner MW. Patterns of reduced cortical thickness in late-life depression and relationship to psychotherapeutic response. Am J Geriatr Psychiatry. 2013 Aug; 21(8):794-802. PMID: 23567394; PMCID: PMC3732520.
    35. Mackin RS, Insel P, Tosun D, Mueller SG, Schuff N, Truran-Sacrey D, Raptentsetsang ST, Lee JY, Jack CR, Aisen PS, Petersen RC, Weiner MW. The effect of subsyndromal symptoms of depression and white matter lesions on disability for individuals with mild cognitive impairment. Am J Geriatr Psychiatry. 2013 Sep; 21(9):906-14. PMID: 23567388.
      View in: PubMed
    36. Mackin RS, Tosun D, Mueller SG, Lee JY, Insel P, Schuff N, Truran-Sacrey D, Arean P, Nelson JC, Weiner MW. Patterns of Reduced Cortical Thickness in Late-Life Depression and Relationship to Psychotherapeutic Response. Am J Geriatr Psychiatry. 2012 Aug 17. PMID: 22902859.
      View in: PubMed
    37. Luders E, Sánchez FJ, Tosun D, Shattuck DW, Gaser C, Vilain E, Toga AW. Increased Cortical Thickness in Male-to-Female Transsexualism. J Behav Brain Sci. 2012 Aug; 2(3):357-362. PMID: 23724358.
      View in: PubMed
    38. Tosun D, Rosen H, Miller BL, Weiner MW, Schuff N. MRI patterns of atrophy and hypoperfusion associations across brain regions in frontotemporal dementia. Neuroimage. 2012 Feb 01; 59(3):2098-109. PMID: 22036676; PMCID: PMC3254855.
    39. Chiang GC, Insel PS, Tosun D, Schuff N, Truran-Sacrey D, Raptentsetsang ST, Thompson PM, Reiman EM, Jack CR, Fox NC, Jagust WJ, Harvey DJ, Beckett LA, Gamst A, Aisen PS, Petersen RC, Weiner MW. Impact of apolipoprotein E4-cerebrospinal fluid ß-amyloid interaction on hippocampal volume loss over 1 year in mild cognitive impairment. Alzheimers Dement. 2011 Sep; 7(5):514-20. PMID: 21889115.
      View in: PubMed
    40. Scanlon C, Mueller SG, Tosun D, Cheong I, Garcia P, Barakos J, Weiner MW, Laxer KD. Impact of methodologic choice for automatic detection of different aspects of brain atrophy by using temporal lobe epilepsy as a model. AJNR Am J Neuroradiol. 2011 Oct; 32(9):1669-76. PMID: 21852375; PMCID: PMC3845529.
    41. Zhang Y, Schuff N, Ching C, Tosun D, Zhan W, Nezamzadeh M, Rosen HJ, Kramer JH, Gorno-Tempini ML, Miller BL, Weiner MW. Joint assessment of structural, perfusion, and diffusion MRI in Alzheimer's disease and frontotemporal dementia. Int J Alzheimers Dis. 2011; 2011:546871. PMID: 21760989; PMCID: PMC3132541.
    42. Tosun D, Caplan R, Siddarth P, Seidenberg M, Gurbani S, Toga AW, Hermann B. Intelligence and cortical thickness in children with complex partial seizures. Neuroimage. 2011 Jul 15; 57(2):337-45. PMID: 21586333; PMCID: PMC3117889.
    43. Chiang GC, Insel PS, Tosun D, Schuff N, Truran-Sacrey D, Raptentsetsang S, Jack CR, Weiner MW. Identifying cognitively healthy elderly individuals with subsequent memory decline by using automated MR temporoparietal volumes. Radiology. 2011 Jun; 259(3):844-51. PMID: 21467255; PMCID: PMC3099048.
    44. Tosun D, Siddarth P, Toga AW, Hermann B, Caplan R. Effects of childhood absence epilepsy on associations between regional cortical morphometry and aging and cognitive abilities. Hum Brain Mapp. 2011 Apr; 32(4):580-91. PMID: 21391248; PMCID: PMC3058615.
    45. Tosun D, Schuff N, Mathis CA, Jagust W, Weiner MW. Spatial patterns of brain amyloid-beta burden and atrophy rate associations in mild cognitive impairment. Brain. 2011 Apr; 134(Pt 4):1077-88. PMID: 21429865; PMCID: PMC3069703.
    46. Durazzo TC, Tosun D, Buckley S, Gazdzinski S, Mon A, Fryer SL, Meyerhoff DJ. Cortical thickness, surface area, and volume of the brain reward system in alcohol dependence: relationships to relapse and extended abstinence. Alcohol Clin Exp Res. 2011 Jun; 35(6):1187-200. PMID: 21410483; PMCID: PMC3097308.
    47. Tosun D, Dabbs K, Caplan R, Siddarth P, Toga A, Seidenberg M, Hermann B. Deformation-based morphometry of prospective neurodevelopmental changes in new onset paediatric epilepsy. Brain. 2011 Apr; 134(Pt 4):1003-14. PMID: 21398377; PMCID: PMC3069702.
    48. Tosun D, Schuff N, Shaw LM, Trojanowski JQ, Weiner MW. Relationship between CSF biomarkers of Alzheimer's disease and rates of regional cortical thinning in ADNI data. J Alzheimers Dis. 2011; 26 Suppl 3:77-90. PMID: 21971452; PMCID: PMC4587763.
    49. Chiang GC, Insel PS, Tosun D, Schuff N, Truran-Sacrey D, Raptentsetsang ST, Jack CR, Aisen PS, Petersen RC, Weiner MW. Hippocampal atrophy rates and CSF biomarkers in elderly APOE2 normal subjects. Neurology. 2010 Nov 30; 75(22):1976-81. PMID: 20980669; PMCID: PMC3014234.
    50. Schuff N, Tosun D, Insel PS, Chiang GC, Truran D, Aisen PS, Jack CR, Weiner MW. Nonlinear time course of brain volume loss in cognitively normal and impaired elders. Neurobiol Aging. 2012 May; 33(5):845-55. PMID: 20855131; PMCID: PMC3032014.
    51. Tosun D, Schuff N, Truran-Sacrey D, Shaw LM, Trojanowski JQ, Aisen P, Peterson R, Weiner MW. Relations between brain tissue loss, CSF biomarkers, and the ApoE genetic profile: a longitudinal MRI study. Neurobiol Aging. 2010 Aug; 31(8):1340-54. PMID: 20570401; PMCID: PMC2902689.
    52. Jack CR, Bernstein MA, Borowski BJ, Gunter JL, Fox NC, Thompson PM, Schuff N, Krueger G, Killiany RJ, Decarli CS, Dale AM, Carmichael OW, Tosun D, Weiner MW. Update on the magnetic resonance imaging core of the Alzheimer's disease neuroimaging initiative. Alzheimers Dement. 2010 May; 6(3):212-20. PMID: 20451869.
      View in: PubMed
    53. Tosun D, Mojabi P, Weiner MW, Schuff N. Joint analysis of structural and perfusion MRI for cognitive assessment and classification of Alzheimer's disease and normal aging. Neuroimage. 2010 Aug 01; 52(1):186-97. PMID: 20406691; PMCID: PMC4667806.
    54. Tosun D, Schuff N, Weiner M. An integrated multimodality MR brain imaging study: gray matter tissue loss mediates the association between cerebral hypoperfusion and Alzheimer's disease. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:6981-4. PMID: 19964722; PMCID: PMC2804924.
    55. Tosun D, Prince JL. A geometry-driven optical flow warping for spatial normalization of cortical surfaces. IEEE Trans Med Imaging. 2008 Dec; 27(12):1739-53. PMID: 19033090; PMCID: PMC2597639.
    56. Tosun D, Duchesne S, Rolland Y, Toga AW, Vérin M, Barillot C. 3-D analysis of cortical morphometry in differential diagnosis of Parkinson's plus syndromes: mapping frontal lobe cortical atrophy in progressive supranuclear palsy patients. Med Image Comput Comput Assist Interv. 2007; 10(Pt 2):891-9. PMID: 18044653; PMCID: PMC4667811.
    57. Tosun D, Rettmann ME, Naiman DQ, Resnick SM, Kraut MA, Prince JL. Cortical reconstruction using implicit surface evolution: accuracy and precision analysis. Neuroimage. 2006 Feb 01; 29(3):838-52. PMID: 16269250; PMCID: PMC4587757.
    58. Rettmann ME, Tosun D, Tao X, Resnick SM, Prince JL. Program for Assisted Labeling of Sulcal Regions (PALS): description and reliability. Neuroimage. 2005 Jan 15; 24(2):398-416. PMID: 15627582.
      View in: PubMed
    59. Tosun D, Prince JL. Cortical surface alignment using geometry driven multispectral optical flow. Inf Process Med Imaging. 2005; 19:480-92. PMID: 17354719.
      View in: PubMed
    60. Han X, Pham DL, Tosun D, Rettmann ME, Xu C, Prince JL. CRUISE: cortical reconstruction using implicit surface evolution. Neuroimage. 2004 Nov; 23(3):997-1012. PMID: 15528100.
      View in: PubMed
    61. Tosun D, Rettmann ME, Prince JL. Mapping techniques for aligning sulci across multiple brains. Med Image Anal. 2004 Sep; 8(3):295-309. PMID: 15450224; PMCID: PMC4587758.
    62. Tosun D, Rettmann ME, Han X, Tao X, Xu C, Resnick SM, Pham DL, Prince JL. Cortical surface segmentation and mapping. Neuroimage. 2004; 23 Suppl 1:S108-18. PMID: 15501080; PMCID: PMC4587756.
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