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An open science resource for establishing reliability and reproducibility in functional connectomics

Journal Article · · Scientific Data
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  1. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology; Southwest University, Chongqing (China) Faculty of Psychology; DOE/OSTI
  2. Univ. of Utah, Salt Lake City, UT (United States). Division of Neuroradiology
  3. Unité de neuroimagerie fonctionnelle, Centre de recherche de l’institut universitaire de gériatrie deMontréal, Université de Montréal, Montreal, Quebec (Canada)
  4. Univ. of Wisconsin, Madison, WI (United States). Dept. of Psychiatry
  5. New Jersey Institute of Technology, Newark, NJ (United States). Dept. of Biomedical Engineering
  6. Institute of Clinical Radiology, Ludwig-Maximilians-University, Munich (Germany)
  7. McGill Univ., Montreal, QC (Canada). Centre for Studies on Prevention of Alzheimer’s Disease, Department of Psychiatry, Douglas Institute
  8. Harvard Univ., Cambridge, MA (United States). Dept. of Psychology
  9. Mind Research Network, Albuquerque, NM (United States)
  10. Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States); Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience, the Child Study Center at NYU Langone Medical Center, New York, NY (United States)
  11. Southwest University, Chongqing (China) Faculty of Psychology
  12. Hangzhou Normal University, Gongshu, Hangzhou, Zhejiang (China). Center for Cognition and BrainDisorders
  13. Southwest University, Chongqing (China), Faculty of Psychology
  14. Southwest University, Chongqing (China). Faculty of Psychology
  15. Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States)
  16. Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States); Child Mind Institute, New York, NY (United States). Center for the Developing Brain
  17. Phyllis Green and Randolph Cōwen Institute for Pediatric Neuroscience, the Child Study Center at NYU Langone Medical Center, New York, NY (United States)
  18. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology; University of Chinese Academy of Sciences, Shijingshan, Beijing (China)
  19. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology; Chinese Academy of Sciences (CAS), Beijing (China). State Key Laboratory of Brain and Cognitive Science, Institute of Psychology
  20. Sichuan Univ., Chengdu (China), Huaxi MR Research Center (HMRRC), Dept. of Radiology
  21. Max Planck Inst. for Human Cognitive and Brain Sciences, Leipzig (Germany). Max Planck Research Group for Neuroanatomy & Connectivity
  22. Capital Medical University, Beijing (China). Dept. of Neurology, Xuanwu Hospital
  23. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology; University of Chinese Academy of Sciences, Shijingshan, Beijing (China)
  24. Beijing Normal University, Beijing (China). State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research
  25. Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States); Child Mind Institute, New York, NY (United States). Center for the Developing Brain
  26. Yale Univ., New Haven, CT (United States). Dept. of Psychology
  27. Dartmouth College, Hanover, NH (United States). Dept. of Psychological and Brain Sciences, Center for Cognitive Neuroscience
  28. Chinese Academy of Sciences (CAS), Beijing (China). Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation
  29. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology
  30. Dartmouth College, Hanover, NH (United States). Dept. of Psychological and Brain Sciences, Center for Cognitive Neuroscience
  31. Virginia Tech Carilion Research Institute, Roanoke, VA (United States)
  32. Univ. of Wisconsin, Madison, WI (United States). Dept. of Psychiatry
  33. Capital Medical University, Xicheng (Beijing). Dept. of Radiology, Xuanwu Hospital
  34. Beijing Normal University, Beijing (China). State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research
  35. Hangzhou Normal University, Gongshu, Hangzhou, Zhejiang (China). Center for Cognition and BrainDisorders
  36. Nanjing Univ., Nanjing (Jiangsu). Dept. of Medical Imaging, Jinling Hospital, School of Medicine
  37. Capital Medical University, Xicheng (Beijing). Dept. of Radiology, Xuanwu Hospital
  38. Univ. of Pittsburgh, PA (United States). Dept. of Psychiatry, School of Medicine
  39. Capital Normal University, Haidian (Beijing). Beijing Key Laboratory of Learning and Cognition, Dept. of Psychology
  40. Fudan Univ., Shanghai (China). Dept. of Neurosurgery, Huashan Hospital
  41. Max Planck Inst. for Human Cognitive and Brain Sciences, Leipzig (Germany). Max Planck Research Group for Neuroanatomy & Connectivity
  42. Univ. of Wisconsin, Madison, WI (United States). Dept. of Biomedical Engineering
  43. Univ. of Utah, Salt Lake City, UT (United States). Division of Neuroradiology
  44. Univ. of Pittsburgh, PA (United States). Dept. of Psychiatry, School of Medicine
  45. Univ. of Wisconsin, Madison, WI (United States). Dept. of Radiology
  46. Capital Medical University, Beijing (China). Dept. of Radiology, Xuanwu Hospital
  47. Fudan Univ., Shanghai (China). Dept. of Psychiatry, Huashan Hospital
  48. Fudan Univ., Shanghai (China). Dept. of Radiology, Huashan Hospital
  49. Max Planck Inst. for Human Cognitive and Brain Sciences, Leipzig (Germany). Dept. of Neurology
  50. Wuhan Univ. (China). Dept. of Psychiatry, Renmin Hospital of Wuhan
  51. Fudan Univ., Shanghai (China). Dept. of Neurosurgery, Huashan Hospital
  52. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology; Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States); Child Mind Institute, New York, NY (United States). Center for the Developing Brain
  53. Chinese Academy of Sciences (CAS), Beijing (China). Key Laboratory of Behavioral Science and Magnetic Resonance Imaging Research Center, Institute of Psychology
  54. Nanjing Univ., Nanjing (Jiangsu). Dept. of Medical Imaging, Jinling Hospital, School of Medicine
  55. Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY (United States); Child Mind Institute, Center for the Developing Brain, NY (United States)
+ Show Author Affiliations
Efforts to identify meaningful functional imaging-based biomarkers are limited by the ability to reliably characterize inter-individual differences in human brain function. Although a growing number of connectomics-based measures are reported to have moderate to high test-retest reliability, the variability in data acquisition, experimental designs, and analytic methods precludes the ability to generalize results. The Consortium for Reliability and Reproducibility (CoRR) is working to address this challenge and establish test-retest reliability as a minimum standard for methods development in functional connectomics. Specifically, CoRR has aggregated 1,629 typical individuals’ resting state fMRI (rfMRI) data (5,093 rfMRI scans) from 18 international sites, and is openly sharing them via the International Data-sharing Neuroimaging Initiative (INDI). To allow researchers to generate various estimates of reliability and reproducibility, a variety of data acquisition procedures and experimental designs are included. Similarly, to enable users to assess the impact of commonly encountered artifacts (for example, motion) on characterizations of inter-individual variation, datasets of varying quality are included.
Research Organization:
Univ. of California, Davis, CA (United States). MIND Institute
Sponsoring Organization:
USDOE Office of Science (SC)
Contributing Organization:
The Consortium for Reliability and Reproducibility (CoRR)
Grant/Contract Number:
FG02-99ER62764
OSTI ID:
1624539
Journal Information:
Scientific Data, Journal Name: Scientific Data Journal Issue: 1 Vol. 1; ISSN 2052-4463
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

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The influence of the volumetric composition of the intracranial space on neural activity in healthy subjects: a resting‐state functional magnetic resonance study journal December 2019
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