Title:
ディープラーニングに基づく医療データ分析方法及びそのインテリジェントアナライザー
Document Type and Number:
Japanese Patent JP6522161
Kind Code:
B2
Abstract:
Disclosed is a method for analyzing medical data based on deep learning which is capable of effectively reducing work load of doctors or medical researchers in hospitals and is capable of scientifically analyzing masses of medical treatment or medical data and acquiring an analysis result matching the data, and an intelligent analyzer thereof. The core idea of the method and the intelligent analyzer according to the present invention is to establish a model in a computer by using the deep convolution neural network algorithm in the deep learning. This model selects and optimizes the model parameter by using the masses of medical data, and automatically learns the pathological analysis course of the doctors and medical researchers by means of a "training" model and hence helps them to process the masses of medical treatment or medical data. Under the assistance, finally the doctors make correct judgments and effective decisions with respect to the masses of medical data. The present invention may greatly reduce the work load of the doctors or medical researchers, and improve the working efficiency thereof. According to the present invention, the doctors or medical researchers may be relieved from the overloaded medical treatment or medical data analysis work, such that they contribute much to more important work.
Inventors:
Chen Chen
Application Number:
JP2017559611A
Publication Date:
May 29, 2019
Filing Date:
May 31, 2016
Export Citation:
Assignee:
Chen Chen
International Classes:
G16H50/70; A61B5/00; G06N3/08; G16H50/50
Domestic Patent References:
| JP2009210465A |
Foreign References:
| WO2014152395A1 | ||||
| CN103914841A |
Other References:
岡谷貴之,“ディープラーニングと画像認識 -基礎と最近の動向-”,オペレーションズ・リサーチ,公益社団法人日本オペレーションズ・リサーチ学会,2015年 4月 1日,第60巻,第4号,pp.198-204
野代 史康,計算機による医用画像理解を目的とした深層学習によるCT画像の撮影部位認識,電子情報通信学会技術研究報告,日本,一般社団法人電子情報通信学会,2015年 2月23日,Vol.114 No.482,p.143-146
浅川 伸一,ディープラーニング,ビッグデータ,機械学習,株式会社新曜社,2015年 4月28日,第1版,p.43-81
野代 史康,計算機による医用画像理解を目的とした深層学習によるCT画像の撮影部位認識,電子情報通信学会技術研究報告,日本,一般社団法人電子情報通信学会,2015年 2月23日,Vol.114 No.482,p.143-146
浅川 伸一,ディープラーニング,ビッグデータ,機械学習,株式会社新曜社,2015年 4月28日,第1版,p.43-81
Attorney, Agent or Firm:
Hitoshi Shinbo