医用画像情報学会雑誌
Online ISSN : 1880-4977
Print ISSN : 0910-1543
ISSN-L : 0910-1543
依頼総説(特別講演)
人工知能Deep Learningの医学応用
三宅 淳田川 聖一新岡 宏彦
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2017 年 34 巻 3 号 p. 120-125

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Deep learning has a great potential in biotechnology and medicine. Development of the method gives usextracting meaningful information on drug discovery and medical care. Conceptual understanding of diseases, effectivenessof drugs, evaluation of recovery, telemedicine etc, could be realized from patient’s medical records, MRI and CT images,pathological images, DNA sequences. In this review, as a basis for aiming at the development of medical applications, weshould outline the nature and potential of deep learning. Difference form natural science has to be emphasized. Artificialintelligence(deep learning)is a method of categorization, expanding “recognition” which is the essence of diagnosis inmedical application.

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© 2017 医用画像情報学会
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