LEARNING MODEL GENERATION METHOD, INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE, AND COMPUTER PROGRAM

To provide a learning model generation method, an information processing method, an information processing device, and a computer program for assisting selection of a device to be used in an intravascular treatment.SOLUTION: In a learning model generation method, training data including a blood vess...

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Hauptverfasser: YOSHIMOTO AYAKA, KURITA TOMOKA
Format: Patent
Sprache:eng ; jpn
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Zusammenfassung:To provide a learning model generation method, an information processing method, an information processing device, and a computer program for assisting selection of a device to be used in an intravascular treatment.SOLUTION: In a learning model generation method, training data including a blood vessel image on a blood vessel of a patient including a lesioned part and information on a device that has passed through the lesioned part in an intravascular treatment is acquired, and when the blood vessel image is input, a learning model for outputting a degree of recommendation of a specific device is generated by learning based on the training data.SELECTED DRAWING: Figure 1 【課題】血管内治療で使用すべきデバイスの選択を補助するための学習モデル生成方法、情報処理方法、情報処理装置及びコンピュータプログラムを提供する。【解決手段】学習モデル生成方法では、病変部分を含んだ患者の血管に関する血管画像と、血管内治療において前記病変部分を通過することができたデバイスに関する情報とを含んだ訓練データを取得し、血管画像を入力した場合に特定のデバイスの推奨度を出力する学習モデルを、前記訓練データに基づいた学習により生成する。【選択図】図1