Real-World Neuroimaging Technologies

被引:68
|
作者
McDowell, Kaleb [1 ]
Lin, Chin-Teng [2 ,3 ]
Oie, Kelvin S. [1 ]
Jung, Tzyy-Ping [4 ]
Gordon, Stephen [5 ]
Whitaker, Keith W. [1 ]
Li, Shih-Yu [2 ,3 ]
Lu, Shao-Wei [2 ,3 ]
Hairston, W. David [1 ]
机构
[1] US Army Res Lab, Translat Neurosci Branch, Aberdeen Proving Ground, MD 21005 USA
[2] Natl Chiao Tung Univ, Dept Elect Engn, Hsinchu 30010, Taiwan
[3] Natl Chiao Tung Univ, Brain Res Ctr, Hsinchu 30010, Taiwan
[4] Univ Calif San Diego, Inst Neural Computat, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA
[5] DCS Corp, Alexandria, VA 22310 USA
来源
IEEE ACCESS | 2013年 / 1卷
关键词
Behavioral science; biomarkers; body sensor networks; brain computer interfaces; brain computer interaction; data acquisition; electroencephalography; monitoring; translational research; wearable sensors; PHASE-SYNCHRONIZATION; DRIVING PERFORMANCE; EEG; DYNAMICS; CLASSIFICATION; TASK; TIME; COGNITION; FATIGUE; SIGNALS;
D O I
10.1109/ACCESS.2013.2260791
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Decades of heavy investment in laboratory-based brain imaging and neuroscience have led to foundational insights into how humans sense, perceive, and interact with the external world. However, it is argued that fundamental differences between laboratory-based and naturalistic human behavior may exist. Thus, it remains unclear how well the current knowledge of human brain function translates into the highly dynamic real world. While some demonstrated successes in real-world neurotechnologies are observed, particularly in the area of brain-computer interaction technologies, innovations and developments to date are limited to a small science and technology community. We posit that advancements in real world neuroimaging tools for use by a broad-based workforce will dramatically enhance neurotechnology applications that have the potential to radically alter human system interactions across all aspects of everyday life. We discuss the efforts of a joint government-academic-industry team to take an integrative, interdisciplinary, and multi-aspect approach to translate current technologies into devices that are truly fieldable across a range of environments. Results from initial work, described here, show promise for dramatic advances in the field that will rapidly enhance our ability to assess brain activity in real-world scenarios.
引用
收藏
页码:131 / 149
页数:19
相关论文
共 50 条
  • [31] Commentary - The development of real-world knowledge and reasoning in real-world contexts
    Ceci, SJ
    DEVELOPMENTAL REVIEW, 2002, 22 (02) : 323 - 330
  • [32] Real-World or Controlled Clinical Trial Data in Real-World Practice
    Wu, Ting-Hui
    Yang, James Chih-Hsin
    JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (04) : 470 - 472
  • [33] Neuroimaging and real world complexity: Introduction
    Kamitani, Yukiyasu
    NEUROSCIENCE RESEARCH, 2009, 65 : S16 - S16
  • [34] Assessing Real-World Data Quality: The Application of Patient Registry Quality Criteria to Real-World Data and Real-World Evidence
    Richard E. Gliklich
    Michelle B. Leavy
    Therapeutic Innovation & Regulatory Science, 2020, 54 : 303 - 307
  • [35] Assessing Real-World Data Quality: The Application of Patient Registry Quality Criteria to Real-World Data and Real-World Evidence
    Gliklich, Richard E.
    Leavy, Michelle B.
    THERAPEUTIC INNOVATION & REGULATORY SCIENCE, 2020, 54 (02) : 303 - 307
  • [36] An Empirical Study on Engineering a Real-World Smart Ward Using Pervasive Technologies
    Liao, Chun-Feng
    Yen, Yu-Chun
    Huang, Yu-Chiao
    Fu, Li-Chen
    IEEE SYSTEMS JOURNAL, 2018, 12 (01): : 240 - 249
  • [37] MEASURING AND MONITORING THE REAL-WORLD COST-EFFECTIVENESS OF NEW TECHNOLOGIES IN HOSPITALS
    Neurohr, C.
    Welte, R.
    VALUE IN HEALTH, 2009, 12 (07) : A387 - A387
  • [38] Intervention Adaptation and Implementation Method for Real-World Constraints and Using New Technologies
    Wu, Elwin
    Lee, Yong Gun
    Vinogradov, Vitaliy
    Kali, Sultana
    Yelkeyev, Aidar
    Goddard-Eckrich, Dawn A.
    Dasgupta, Anindita
    Hess, Leona
    RESEARCH ON SOCIAL WORK PRACTICE, 2023, 33 (05) : 562 - 570
  • [39] EFFORT, AVOLITION, AND FUNCTION IN SCHIZOPHRENIA: ANALYSIS OF BEHAVIORAL AND NEUROIMAGING DATA WITH RELATIONSHIPS TO REAL-WORLD FUNCTION
    Culbreth, Adam
    Moran, Erin
    Westbrook, Andrew
    Sheffield, Julia
    Barch, Deanna
    SCHIZOPHRENIA BULLETIN, 2017, 43 : S25 - S25
  • [40] Real-World Haptics
    Katsura, Seiichiro
    Yamanouchi, Wataru
    Yokokura, Yuki
    IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2012, 6 (01) : 25 - 31