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)
ディープラーニングの医用画像への応用
庄野 逸鈴木 聡志木戸 尚治
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ジャーナル フリー

2016 年 33 巻 4 号 p. 75-80

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In this paper, we explain a typical deep learning system called “Deep Convolution Neural Network : DCNN”,which becomes to be de facto standard in the field of computer vision. Moreover, we also explain an application a DCNN into the medical image analysis for the computer aided diagnosis.
Considering the balance between sample size and the number of weight is a important factor for developing a deep learning system, however, acquiring the data is hard task in the field of medical imaging.
Thus, we introduce a kind of transfer learning method into the DCNN. As the result, we confirm the improvement of classification performance for the diffuse lung disease (DLD) patterns.

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© 2016 医用画像情報学会
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