JP7349425B2 - 診断支援システム、診断支援方法及び診断支援プログラム - Google Patents
診断支援システム、診断支援方法及び診断支援プログラム Download PDFInfo
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Description
Claims (5)
- 機械学習によって生成されると共に、診断対象が写った画像に基づく情報を入力して当該診断対象に対する診断結果を示す情報を出力する複数の学習済モデルを取得する学習済モデル取得手段と、
解析対象の画像を取得する画像取得手段と、
前記画像取得手段によって取得された画像に対して、前記学習済モデル取得手段によって取得された複数の学習済モデルに基づく演算を行って、当該複数の学習済モデルによる診断に係る一つの情報を算出する演算手段と、
前記演算手段によって算出された情報を出力する出力手段と、
を備え、
前記演算手段は、前記画像取得手段によって取得された画像に基づく情報を、前記学習済モデル取得手段によって取得された複数の学習済モデルそれぞれに入力して、複数の学習済モデルそれぞれから出力される診断結果を示す情報を取得して、当該診断結果間の一致不一致を示す情報を、診断に係る一つの情報として算出する診断支援システム。 - 機械学習に用いる学習データである、診断対象が写った画像及び当該診断対象に対する診断結果を示す情報を取得して、取得した学習データである画像に基づく情報を入力値とすると共に取得した学習データである診断結果を示す情報を出力値として機械学習を行って学習済モデルを生成する学習済モデル生成手段を更に備え、
前記学習済モデル取得手段は、前記学習済モデル生成手段によって生成された学習済モデルを取得する、請求項1に記載の診断支援システム。 - 前記学習済モデル取得手段は、ニューラルネットワークを含む前記複数の学習済モデルを取得する請求項1又は2に記載の診断支援システム。
- 診断支援システムの動作方法である診断支援方法であって、
機械学習によって生成されると共に、診断対象が写った画像に基づく情報を入力して当該診断対象に対する診断結果を示す情報を出力する複数の学習済モデルを取得する学習済モデル取得ステップと、
解析対象の画像を取得する画像取得ステップと、
前記画像取得ステップにおいて取得された画像に対して、前記学習済モデル取得ステップにおいて取得された複数の学習済モデルに基づく演算を行って、当該複数の学習済モデルによる診断に係る一つの情報を算出する演算ステップと、
前記演算ステップにおいて算出された情報を出力する出力ステップと、
を含み、
前記演算ステップにおいて、前記画像取得ステップにおいて取得された画像に基づく情報を、前記学習済モデル取得ステップにおいて取得された複数の学習済モデルそれぞれに入力して、複数の学習済モデルそれぞれから出力される診断結果を示す情報を取得して、当該診断結果間の一致不一致を示す情報を、診断に係る一つの情報として算出する診断支援方法。 - コンピュータを、
機械学習によって生成されると共に、診断対象が写った画像に基づく情報を入力して当該診断対象に対する診断結果を示す情報を出力する複数の学習済モデルを取得する学習済モデル取得手段と、
解析対象の画像を取得する画像取得手段と、
前記画像取得手段によって取得された画像に対して、前記学習済モデル取得手段によって取得された複数の学習済モデルに基づく演算を行って、当該複数の学習済モデルによる診断に係る一つの情報を算出する演算手段と、
前記演算手段によって算出された情報を出力する出力手段と、
として機能させ、
前記演算手段は、前記画像取得手段によって取得された画像に基づく情報を、前記学習済モデル取得手段によって取得された複数の学習済モデルそれぞれに入力して、複数の学習済モデルそれぞれから出力される診断結果を示す情報を取得して、当該診断結果間の一致不一致を示す情報を、診断に係る一つの情報として算出する診断支援プログラム。
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