Literature DB >> 22284737

The clinical value of large neuroimaging data sets in Alzheimer's disease.

Arthur W Toga1.   

Abstract

Rapid advances in neuroimaging and cyberinfrastructure technologies have brought explosive growth in the Web-based warehousing, availability, and accessibility of imaging data on a variety of neurodegenerative and neuropsychiatric disorders and conditions. There has been a prolific development and emergence of complex computational infrastructures that serve as repositories of databases and provide critical functionalities such as sophisticated image analysis algorithm pipelines and powerful three-dimensional visualization and statistical tools. The statistical and operational advantages of collaborative, distributed team science in the form of multisite consortia push this approach in a diverse range of population-based investigations.
Copyright © 2012 Elsevier Inc. All rights reserved.

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Year:  2011        PMID: 22284737      PMCID: PMC3555557          DOI: 10.1016/j.nic.2011.11.008

Source DB:  PubMed          Journal:  Neuroimaging Clin N Am        ISSN: 1052-5149            Impact factor:   2.264


  62 in total

Review 1.  Clinical Core of the Alzheimer's Disease Neuroimaging Initiative: progress and plans.

Authors:  Paul S Aisen; Ronald C Petersen; Michael C Donohue; Anthony Gamst; Rema Raman; Ronald G Thomas; Sarah Walter; John Q Trojanowski; Leslie M Shaw; Laurel A Beckett; Clifford R Jack; William Jagust; Arthur W Toga; Andrew J Saykin; John C Morris; Robert C Green; Michael W Weiner
Journal:  Alzheimers Dement       Date:  2010-05       Impact factor: 21.566

2.  The informatics core of the Alzheimer's Disease Neuroimaging Initiative.

Authors:  Arthur W Toga; Karen L Crawford
Journal:  Alzheimers Dement       Date:  2010-05       Impact factor: 21.566

3.  Relative capability of MR imaging and FDG PET to depict changes associated with prodromal and early Alzheimer disease.

Authors:  David S Karow; Linda K McEvoy; Christine Fennema-Notestine; Donald J Hagler; Robin G Jennings; James B Brewer; Carl K Hoh; Anders M Dale
Journal:  Radiology       Date:  2010-09       Impact factor: 11.105

4.  Automated mapping of hippocampal atrophy in 1-year repeat MRI data from 490 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls.

Authors:  Jonathan H Morra; Zhuowen Tu; Liana G Apostolova; Amity E Green; Christina Avedissian; Sarah K Madsen; Neelroop Parikshak; Arthur W Toga; Clifford R Jack; Norbert Schuff; Michael W Weiner; Paul M Thompson
Journal:  Neuroimage       Date:  2008-11-08       Impact factor: 6.556

5.  Provenance in neuroimaging.

Authors:  Allan J Mackenzie-Graham; John D Van Horn; Roger P Woods; Karen L Crawford; Arthur W Toga
Journal:  Neuroimage       Date:  2008-04-25       Impact factor: 6.556

6.  Assessing the reliability to detect cerebral hypometabolism in probable Alzheimer's disease and amnestic mild cognitive impairment.

Authors:  Xia Wu; Kewei Chen; Li Yao; Napatkamon Ayutyanont; Jessica B S Langbaum; Adam Fleisher; Cole Reschke; Wendy Lee; Xiaofen Liu; Gene E Alexander; Dan Bandy; Norman L Foster; Paul M Thompson; Danielle J Harvey; Michael W Weiner; Robert A Koeppe; William J Jagust; Eric M Reiman
Journal:  J Neurosci Methods       Date:  2010-08-01       Impact factor: 2.390

7.  Subregional neuroanatomical change as a biomarker for Alzheimer's disease.

Authors:  Dominic Holland; James B Brewer; Donald J Hagler; Christine Fennema-Notestine; Christine Fenema-Notestine; Anders M Dale
Journal:  Proc Natl Acad Sci U S A       Date:  2009-12-08       Impact factor: 11.205

8.  Automated 3D mapping of baseline and 12-month associations between three verbal memory measures and hippocampal atrophy in 490 ADNI subjects.

Authors:  Liana G Apostolova; Jonathan H Morra; Amity E Green; Kristy S Hwang; Christina Avedissian; Ellen Woo; Jeffrey L Cummings; Arthur W Toga; Clifford R Jack; Michael W Weiner; Paul M Thompson
Journal:  Neuroimage       Date:  2010-01-18       Impact factor: 6.556

9.  Baseline MRI predictors of conversion from MCI to probable AD in the ADNI cohort.

Authors:  Shannon L Risacher; Andrew J Saykin; John D West; Li Shen; Hiram A Firpi; Brenna C McDonald
Journal:  Curr Alzheimer Res       Date:  2009-08       Impact factor: 3.498

10.  Structural MRI biomarkers for preclinical and mild Alzheimer's disease.

Authors:  Christine Fennema-Notestine; Donald J Hagler; Linda K McEvoy; Adam S Fleisher; Elaine H Wu; David S Karow; Anders M Dale
Journal:  Hum Brain Mapp       Date:  2009-10       Impact factor: 5.038

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  9 in total

1.  The Global Alzheimer's Association Interactive Network.

Authors:  Arthur W Toga; Scott C Neu; Priya Bhatt; Karen L Crawford; Naveen Ashish
Journal:  Alzheimers Dement       Date:  2015-08-28       Impact factor: 21.566

2.  Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities.

Authors:  William Hsu; Mia K Markey; May D Wang
Journal:  J Am Med Inform Assoc       Date:  2013 Nov-Dec       Impact factor: 4.497

3.  Grey-matter volume as a potential feature for the classification of Alzheimer's disease and mild cognitive impairment: an exploratory study.

Authors:  Yane Guo; Zengqiang Zhang; Bo Zhou; Pan Wang; Hongxiang Yao; Minshao Yuan; Ningyu An; Haitao Dai; Luning Wang; Xi Zhang; Yong Liu
Journal:  Neurosci Bull       Date:  2014-04-23       Impact factor: 5.203

4.  Open access image repositories: high-quality data to enable machine learning research.

Authors:  F Prior; J Almeida; P Kathiravelu; T Kurc; K Smith; T J Fitzgerald; J Saltz
Journal:  Clin Radiol       Date:  2019-04-28       Impact factor: 2.350

Review 5.  An Assessment of Imaging Informatics for Precision Medicine in Cancer.

Authors:  C Chennubhotla; L P Clarke; A Fedorov; D Foran; G Harris; E Helton; R Nordstrom; F Prior; D Rubin; J H Saltz; E Shalley; A Sharma
Journal:  Yearb Med Inform       Date:  2017-09-11

Review 6.  The Alzheimer's Disease Neuroimaging Initiative informatics core: A decade in review.

Authors:  Arthur W Toga; Karen L Crawford
Journal:  Alzheimers Dement       Date:  2015-07       Impact factor: 21.566

Review 7.  What can imaging tell us about cognitive impairment and dementia?

Authors:  Leela Narayanan; Alison Dorothy Murray
Journal:  World J Radiol       Date:  2016-03-28

Review 8.  Big data and clinicians: a review on the state of the science.

Authors:  Weiqi Wang; Eswar Krishnan
Journal:  JMIR Med Inform       Date:  2014-01-17

9.  Sharing big biomedical data.

Authors:  Arthur W Toga; Ivo D Dinov
Journal:  J Big Data       Date:  2015-06-27
  9 in total

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