JP2021058563A5 - - Google Patents

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JP2021058563A5
JP2021058563A5 JP2019220765A JP2019220765A JP2021058563A5 JP 2021058563 A5 JP2021058563 A5 JP 2021058563A5 JP 2019220765 A JP2019220765 A JP 2019220765A JP 2019220765 A JP2019220765 A JP 2019220765A JP 2021058563 A5 JP2021058563 A5 JP 2021058563A5
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information processing
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開示の情報処理装置の一つは、
異なる種類の複数の撮影毎に個別に且つ前記異なる種類の複数の撮影前に設定された情報であって、前記異なる種類の複数の撮影により得た複数の撮影データに関する送信設定として設定された送信先及びファイル形式を少なくとも含む情報を記憶する記憶手段と、
前記異なる種類の複数の撮影のいずれかの撮影により得た被検体の撮影データを、前記記憶された情報に応じて送信する送信手段と、を有する。
One of the disclosed information processing devices is
Transmission set as transmission settings for a plurality of shooting data obtained by the plurality of shootings of different types , which are information set individually for each of a plurality of shootings of different types and before the plurality of shootings of the different types. A storage means for storing information, including at least the destination and file format ,
It has a transmission means for transmitting the imaging data of the subject obtained by imaging of any of the plurality of imaging of different types according to the stored information.

Claims (20)

異なる種類の複数の撮影毎に個別に且つ前記異なる種類の複数の撮影前に設定された情報であって、前記異なる種類の複数の撮影により得た複数の撮影データに関する送信設定として設定された送信先及びファイル形式を少なくとも含む情報を記憶する記憶手段と、
前記異なる種類の複数の撮影のいずれかの撮影により得た被検体の撮影データを、前記記憶された情報に応じて送信する送信手段と、
を有する情報処理装置。
Transmission set as transmission settings for a plurality of shooting data obtained by the plurality of shootings of different types , which are information set individually for each of a plurality of shootings of different types and before the plurality of shootings of the different types. A storage means for storing information, including at least the destination and file format ,
A transmission means for transmitting the imaging data of the subject obtained by imaging of any of the plurality of imaging of different types according to the stored information.
Information processing device with.
前記送信手段は、前記いずれかの撮影の送信設定における自動送信がオンに設定された情報が記憶されている場合、前記いずれかの撮影を行う撮影画面から他の表示画面に変更するための検者からの指示を送信開始のトリガーとして、前記いずれかの撮影により得た撮影データを、前記記憶された情報に応じて送信する請求項1に記載の情報処理装置。 When the transmission means stores information in which automatic transmission is set to be turned on in the transmission setting of any of the shootings, the inspection for changing from the shooting screen for performing any of the shootings to another display screen. The information processing apparatus according to claim 1, wherein the shooting data obtained by any of the above shootings is transmitted according to the stored information by using an instruction from a person as a trigger for starting transmission. 前記異なる種類の複数の撮影を前記被検体の被検眼に対して実行するための複数の眼科撮影装置は、眼底カメラ及びOCT装置を含む請求項1または2に記載の情報処理装置。 The information processing apparatus according to claim 1 or 2 , wherein the plurality of ophthalmologic imaging devices for performing the plurality of imaging of different types with respect to the eye to be inspected of the subject includes a fundus camera and an OCT apparatus. 前記送信設定は、複数パターンの登録が可能に構成され、
前記送信手段は、前記登録された複数パターンの順番に、前記いずれかの撮影により得た被検体の撮影データを、前記記憶された情報に応じて送信する請求項1乃至のいずれか1項に記載の情報処理装置。
The transmission setting is configured to allow registration of multiple patterns.
3 . The information processing device described in.
前記送信設定は、検者からの指示に応じて、前記異なる種類の複数の撮影毎に個別に設定可能に構成されている請求項1乃至のいずれか1項に記載の情報処理装置。 The information processing device according to any one of claims 1 to 4 , wherein the transmission setting is configured to be individually set for each of a plurality of photographs of different types according to an instruction from the examiner. 前記送信設定は、送信内容と送信タイプと送信先とを共通設定とし、画像サイズと自動送信の有無とを個別設定とする請求項1乃至のいずれか1項に記載の情報処理装置。 The information processing apparatus according to any one of claims 1 to 5 , wherein the transmission setting is a common setting for the transmission content, the transmission type, and the transmission destination, and the image size and the presence / absence of automatic transmission are individually set. 前記いずれかの撮影により得た第1の医用画像から、被検体の医用画像を学習して得た学習済モデルを用いて生成された第2の医用画像を、表示手段に表示させる表示制御手段を更に有し、
前記送信手段は、前記いずれかの撮影の送信設定としてレポート画像データの送信がオンに設定された情報が記憶され、且つレポート画面の初期表示の設定として高画質化処理がオンである場合には、前記生成された第2の医用画像を含むレポート画像データを前記撮影データとして送信する請求項1乃至6のいずれか1項に記載の情報処理装置。
A display control means for displaying a second medical image generated by learning a trained model obtained by learning a medical image of a subject from a first medical image obtained by any of the above-mentioned imaging on a display means. Further have
When the transmission means stores information in which transmission of report image data is set to be turned on as a transmission setting for any of the shootings, and high image quality processing is turned on as an initial display setting of the report screen. The information processing apparatus according to any one of claims 1 to 6, wherein the report image data including the generated second medical image is transmitted as the imaging data.
前記送信設定は、前記第1の医用画像と前記第2の医用画像とをセットとするデータを追加学習用の学習データとして送信する送信設定が可能に構成される請求項に記載の情報処理装置。 The information processing according to claim 7 , wherein the transmission setting is configured to enable a transmission setting for transmitting data including the first medical image and the second medical image as learning data for additional learning. Device. 異なる種類の複数の撮影のいずれかの撮影により得た被検体の第1の医用画像から、被検体の医用画像を学習して得た学習済モデルを用いて生成された第2の医用画像であって、該第1の医用画像よりも高画質な第2の医用画像を、表示手段に表示させる表示制御手段と、
検者からの指示を送信開始のトリガーとして、前記第2の医用画像を含むレポート画像データを送信する送信手段と、
を有する情報処理装置。
A second medical image generated using a trained model obtained by learning a medical image of a subject from a first medical image of the subject obtained by taking one of a plurality of different types of imaging. Therefore, a display control means for displaying a second medical image having a higher image quality than the first medical image on the display means,
A transmission means for transmitting report image data including the second medical image, using an instruction from the examiner as a trigger for starting transmission, and a transmission means.
Information processing device with.
前記表示制御手段は、前記第2の医用画像として生成されたOCTA正面画像であって、前記第2の医用画像として生成されたOCT断層画像の位置を示すラインが重畳表示されたOCTA正面画像と、検者からの指示に応じて該OCTA正面画像上で移動された該ラインの位置に対応する該OCT断層画像とを前記表示手段に表示させる請求項7乃至9のいずれか1項に記載の情報処理装置。 The display control means is an OCTA front image generated as the second medical image, and is an OCTA front image on which a line indicating the position of the OCT tomographic image generated as the second medical image is superimposed and displayed. The one according to any one of claims 7 to 9, wherein the display means displays the OCT tomographic image corresponding to the position of the line moved on the OCTA front image in response to an instruction from the examiner. Information processing device. 前記表示制御手段は、前記第2の医用画像として生成されたOCTA断層画像であって、前記ラインの位置に対応するOCTA断層画像における血管領域を示す情報を、前記ラインの位置に対応する前記OCT断層画像に重畳表示させる請求項1に記載の情報処理装置。 The display control means is an OCTA tomographic image generated as the second medical image, and information indicating a blood vessel region in the OCTA tomographic image corresponding to the position of the line is obtained by the OCT corresponding to the position of the line. The information processing apparatus according to claim 10, which is superimposed and displayed on a tomographic image. 前記生成された第2の医用画像のファイル名は、前記学習済モデルを用いた高画質化処理を行って生成された画像であることを示す情報を、検者からの指示に応じて編集可能な状態で含む請求項乃至1のいずれか1項に記載の情報処理装置。 The file name of the generated second medical image can be edited according to an instruction from the examiner to indicate that the file name is an image generated by performing high image quality processing using the trained model. The information processing apparatus according to any one of claims 7 to 1 including the above-mentioned state. 追加学習の実行中である学習済モデルに対する学習データ以外の医用画像の入力を禁止し、前記追加学習の実行前の学習済モデルと同じ学習済モデルである予備の学習済モデルに対する学習データ以外の医用画像の入力を実行可能に構成される請求項乃至1のいずれか1項に記載の情報処理装置。 The input of medical images other than the training data to the trained model during which the additional learning is being executed is prohibited, and the training data other than the preliminary trained model which is the same trained model as the trained model before the execution of the additional learning is other than the training data. The information processing apparatus according to any one of claims 7 to 12, which is configured to enable input of a medical image. 前記表示制御手段は、前記追加学習の実行後の学習済モデルを用いて得た画像と、前記追加学習の実行前の学習済モデルを用いて得た画像とを用いて得た比較結果、または該比較結果が所定の範囲であるか否かの判定結果を、前記表示手段に表示される請求項1に記載の情報処理装置。 The display control means is a comparison result obtained by using an image obtained by using the trained model after the execution of the additional learning and an image obtained by using the trained model before the execution of the additional learning, or The information processing apparatus according to claim 13 , wherein the determination result of whether or not the comparison result is within a predetermined range is displayed on the display means. 前記表示制御手段は、被検体の医用画像を学習して得た解析結果生成用の学習済モデルを用いて生成された解析結果であって、前記いずれかの撮影により得た医用画像に関する解析結果と、被検体の医用画像を学習して得た診断結果生成用の学習済モデルを用いて生成された診断結果であって、前記いずれかの撮影により得た医用画像に関する診断結果と、被検体の医用画像を学習して得た物体認識用の学習済モデルを用いて生成された物体認識結果であって、前記いずれかの撮影により得た医用画像に関する物体認識結果と、被検体の医用画像を学習して得たセグメンテーション用の学習済モデルを用いて生成されたセグメンテーション結果であって、前記いずれかの撮影により得た医用画像に関するセグメンテーション結果と、被検体の医用画像を学習して得た類似症例画像検索用の学習済モデルを用いて検索された類似症例画像であって、前記いずれかの撮影により得た医用画像に関する類似症例画像とのうちの少なくとも一つを前記表示手段に表示させる請求項乃至1のいずれか1項に記載の情報処理装置。 The display control means is an analysis result generated by using a trained model for generating an analysis result obtained by learning a medical image of a subject, and is an analysis result relating to the medical image obtained by any of the above-mentioned imaging. And the diagnosis result generated by using the trained model for generating the diagnosis result obtained by learning the medical image of the subject, and the diagnosis result regarding the medical image obtained by any of the above-mentioned imaging and the subject. It is an object recognition result generated by using a trained model for object recognition obtained by learning the medical image of the above, and the object recognition result related to the medical image obtained by any of the above-mentioned imaging and the medical image of the subject. It is a segmentation result generated by using a trained model for segmentation obtained by learning, and was obtained by learning the segmentation result related to the medical image obtained by any of the above-mentioned imaging and the medical image of the subject. At least one of the similar case images searched by using the trained model for similar case image search and the similar case images related to the medical image obtained by any of the above-mentioned imaging is displayed on the display means. The information processing apparatus according to any one of claims 7 to 14 . 前記表示制御手段は、前記いずれかの撮影により得た医用画像と、前記いずれかの撮影により得た医用画像が入力データとして入力された敵対的生成ネットワーク又はオートエンコーダを用いて生成された画像との差に関する情報を、異常部位に関する情報として前記表示手段に表示させる請求項乃至1のいずれか1項の記載の情報処理装置。 The display control means is an image generated by using a hostile generation network or an auto encoder in which a medical image obtained by any of the above imaging and a medical image obtained by any of the above imaging is input as input data . The information processing apparatus according to any one of claims 7 to 15 , wherein the information regarding the difference between the image and the above is displayed on the display means as information regarding an abnormal portion. 前記送信手段による送信の開始のトリガーに関する検者からの指示は、文字認識用の学習済モデルと音声認識用の学習済モデルとジェスチャー認識用の学習済モデルとのうち少なくとも1つの学習済モデルを用いて得た情報である請求項1乃至16のいずれか1項に記載の情報処理装置。 The instruction from the examiner regarding the trigger of the start of transmission by the transmission means includes at least one trained model of a trained model for character recognition, a trained model for voice recognition, and a trained model for gesture recognition. The information processing apparatus according to any one of claims 1 to 16 , which is the information obtained by using the information processing apparatus. 異なる種類の複数の撮影毎に個別に且つ前記異なる種類の複数の撮影前に設定された情報であって、前記異なる種類の複数の撮影により得た複数の撮影データに関する送信設定として設定された送信先及びファイル形式を少なくとも含む情報を記憶する工程と、
前記異なる種類の複数の撮影のいずれかの撮影により得た被検体の撮影データを、前記記憶された情報に応じて送信する工程と、
を有する情報処理方法。
Transmission set as transmission settings for a plurality of shooting data obtained by the plurality of shootings of different types , which are information set individually for each of a plurality of shootings of different types and before the plurality of shootings of the different types. The process of storing information, including at least the destination and file format ,
A step of transmitting the imaging data of the subject obtained by imaging of any of the plurality of imaging of different types according to the stored information, and
Information processing method with.
異なる種類の複数の撮影のいずれかの撮影により得た被検体の第1の医用画像から、被検体の医用画像を学習して得た学習済モデルを用いて生成された第2の医用画像であって、該第1の医用画像よりも高画質な第2の医用画像を、表示手段に表示させる工程と、
検者からの指示を送信開始のトリガーとして、前記第2の医用画像を含むレポート画像データを送信する工程と、
を有する情報処理装置。
A second medical image generated using a trained model obtained by learning a medical image of a subject from a first medical image of the subject obtained by taking one of a plurality of different types of imaging. Therefore, a step of displaying a second medical image having a higher image quality than the first medical image on the display means,
The step of transmitting the report image data including the second medical image and the step of transmitting the report image data including the second medical image by using the instruction from the examiner as a trigger for starting the transmission.
Information processing device with.
請求項18または19に記載の情報処理方法の各工程をコンピュータに実行させるプログラム。 A program that causes a computer to execute each step of the information processing method according to claim 18 or 19 .
JP2019220765A 2019-03-29 2019-12-05 Information processing device and information processing method Active JP7406901B2 (en)

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