지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2020.7
- 수록면
- 97 - 104 (8page)
이용수
초록· 키워드
오류제보하기
Deep learning (DL) is a kind of machine learning technique that uses artificial intelligence to identify the characteristics of given data and efficiently analyze large amounts of information to perform tasks such as classification and prediction. In the field of neuroimaging of neurodevelopmental disorders, various biomarkers for diagnosis, classification, prognosis prediction, and treatment response prediction have been examined; however, they have not been efficiently combined to produce meaningful results. DL can be applied to overcome these limitations and produce clinically helpful results. Here, we review studies that combine neurodevelopmental disorder neuroimaging and DL techniques to explore the strengths, limitations, and future directions of this research area.
목차
INTRODUCTION
DEEP LEARNING
NEUROIMAGING-BASED DEEP LEARNING IN PSYCHIATRY
MAGNETIC RESONANCE IMAGING
FUNCTIONAL MAGNETIC RESONANCE IMAGING
FUNCTIONAL NEAR-INFRARED SPECTROSCOPY
MULTIMODAL APPROACHES
DISCUSSION
CONCLUSION
REFERENCES
참고문헌 (60)
참고문헌 신청
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Filipek PA / 1999 / The screening and diagnosis of autistic spectrum disorders / J Autism Dev Disord 29:439~484
Baird G / 2003 / Diagnosis of autism / BMJ 327:488~493
Kadesjö C / 2001 / ADHD in Swedish 3-to 7-year-old children / J Am Acad Child Adolesc Psychiatry 40:1021~1028
Pineda D / 1999 / Prevalence of attention-deficit/hyperactivity disorder symptoms in 4-to 17-year-old children in the general population / J Abnorm Child Psychol 27:455~462
Filipek PA / 1999 / The screening and diagnosis of autistic spectrum disorders / J Autism Dev Disord 29:439~484
Baird G / 2003 / Diagnosis of autism / BMJ 327:488~493
Kadesjö C / 2001 / ADHD in Swedish 3-to 7-year-old children / J Am Acad Child Adolesc Psychiatry 40:1021~1028
Pineda D / 1999 / Prevalence of attention-deficit/hyperactivity disorder symptoms in 4-to 17-year-old children in the general population / J Abnorm Child Psychol 27:455~462
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