首页> 外国专利> A disease diagnosis support method employing endoscopic images of a digestive organ, a diagnosis support system, a diagnosis support program and a computer-readable recording medium having the diagnosis support program stored therein

A disease diagnosis support method employing endoscopic images of a digestive organ, a diagnosis support system, a diagnosis support program and a computer-readable recording medium having the diagnosis support program stored therein

机译:利用消化器官的内窥镜图像的疾病诊断支持方法,诊断支持系统,诊断支持程序以及存储有该诊断支持程序的计算机可读记录介质

摘要

Provided is a disease diagnosis support method employing endoscopic images of a digestive organ using a neural network, and the like. The disease diagnosis support method employing endoscopic images of a digestive organ using a neural network trains the neural network by using first endoscopic images of the digestive organ, and corresponding to the first endoscopic images, at least one of definitive diagnosis result of being positive or negative for the disease of the digestive organ, a past disease, a severity level, and information corresponding to an imaged region. The trained neural network outputs, based on second endoscopic images of the digestive organ, at least one of a probability of being positive and/or negative for the disease of the digestive organ, a probability of a past disease, a severity level of the disease, and the information corresponding to the imaged region.
机译:提供一种疾病诊断支持方法,该方法利用神经网络等利用消化器官的内窥镜图像。利用神经网络的消化器官的内窥镜图像的疾病诊断支持方法通过使用消化器官的第一内窥镜图像来训练神经网络,并且与第一内窥镜图像相对应,确定诊断结果中的至少一个是阳性还是阴性。对于消化器官的疾病,过去的疾病,严重程度以及与成像区域相对应的信息。训练后的神经网络基于消化器官的第二内窥镜图像输出对消化器官疾病为阳性和/或阴性的可能性,过去疾病的可能性,疾病的严重程度中的至少一项,以及与成像区域相对应的信息。

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