artificial intelligence;
electroencephalogram of depression;
evoked potentials;
machine learning;
people with depression;
POWER;
D O I:
10.1002/itl2.438
中图分类号:
TN [电子技术、通信技术];
学科分类号:
0809 ;
摘要:
With the continuous improvement of people's mental pressure and life pace, people's study and life pressure would increase, leading to the increase of people's depression. Depression is a mental illness, a chronic mental illness that is inconsistent with the patient's physical condition. In recent years, as people know more and more about depression, and they have more and more research on depression, many research scholars have provided new ideas for the treatment of depression, and this paper takes this as the research direction and research basis. This paper introduces the background of EEG (electroencephalogram, EEG) and evoked potential and artificial intelligence (Artificial intelligence, AI) methods, and then analyzes the patients with depression based on AI, and summarizes the application of electronics. The concept analysis of depression, EEG and evoked potential is put forward. At the end of the article, the application of machine learning in depression is studied. At the same time, with the continuous development of machine learning in artificial intelligence, the EEG and evoked potential related work in patients with depression are also facing new opportunities and challenges.
机构:
Inje Univ, Coll AI Convergence, Dept Med Big Data, Gimhae 50834, Gyeonsangnamdo, South KoreaInje Univ, Coll AI Convergence, Dept Med Big Data, Gimhae 50834, Gyeonsangnamdo, South Korea
机构:
Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Johns Hopkins Univ, Elect & Comp Engn Engn Profess Program, Baltimore, MD 21218 USA
Cybersecur Co NIKSUN Inc, Technol Secur, Tokyo, Japan
Cybersecur Co NIKSUN Inc, CTO Wireless, Tokyo, JapanJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Dutta, Ashutosh
Chng, Baw
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h-index: 0
机构:Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Chng, Baw
Kataria, Deepak
论文数: 0引用数: 0
h-index: 0
机构:Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Kataria, Deepak
Walid, Anwar
论文数: 0引用数: 0
h-index: 0
机构:
Nokia Bell Labs, Math Syst Res Dept, Murray Hill, NJ USA
Nokia Bell Labs, Univ Res Partnerships, Murray Hill, NJ USA
Nokia Bell Labs, Network Intelligence, Murray Hill, NJ USA
Nokia Bell Labs, Murray Hill, NJ USA
Columbia Univ, Dept Elect Engn, New York, NY 10027 USAJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Walid, Anwar
Darema, Frederica
论文数: 0引用数: 0
h-index: 0
机构:
InfoSymbiot Syst Soc, Bethesda, MD USA
Air Force Off Sci Res, New York, NY USA
Air Forces Chief Data Off, New York, NY USA
Air Force Off Sci Technol & Engn, New York, NY USA
Univ Pittsburgh, Pittsburgh, PA 15260 USA
Brookhaven Natl Lab, Upton, NY USA
TJ Watson IBM Res Ctr, Yorktown Hts, NY USAJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Darema, Frederica
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机构:
Daneshmand, Mahmoud
Enright, Michael A.
论文数: 0引用数: 0
h-index: 0
机构:
Quantum Dimens Inc, Huntington Beach, CA USA
USC, Signal & Image Proc Inst SIPI, Los Angeles, CA USA
USC, Integrated Media Syst Ctr IMSC, Los Angeles, CA USAJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Enright, Michael A.
Chen, Chi-Ming
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机构:
ICC 2019, Shanghai, Peoples R ChinaJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Chen, Chi-Ming
Gu, Rentao
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机构:
Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing, Peoples R China
Beijing Univ Posts & Telecommun, Beijing, Peoples R ChinaJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Gu, Rentao
Wang, Honggang
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h-index: 0
机构:
UMass Dartmouth, Elect & Comp Engn, N Dartmouth, MA USAJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Wang, Honggang
Lackpour, Alex
论文数: 0引用数: 0
h-index: 0
机构:
Peraton Labs, Wireless, Basking Ridge, NJ USA
Lockheed Martin Adv Technol Labs, Basking Ridge, NJ USA
Drexel Univ, Philadelphia, PA USAJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Lackpour, Alex
Das, Pranab
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h-index: 0
机构:Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Das, Pranab
Ramachandran, Prakash
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机构:
EMerging Open Tech Fdn, Bombay, Maharashtra, IndiaJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Ramachandran, Prakash
Lala, T. K.
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机构:Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Lala, T. K.
Schrage, Reinhard
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机构:
SchrageConsult, Frankfurt, Germany
British Telecommun PLC, Global Financial Serv Network, London, EnglandJohns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Schrage, Reinhard
Ranpara, Ripal Dilipbhai
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机构:Johns Hopkins Univ, Appl Phys Labs, Baltimore, MD 21218 USA
Ranpara, Ripal Dilipbhai
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