SYSTEM AND METHOD FOR FACILITATING ANALYSIS OF A WOUND IN A TARGET SUBJECT

• Main Author: NEJATI HOSSEIN
• Format: Patent
• Language: Chinese; English
• Published: 02.06.2020
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DIAGNOSIS; HUMAN NECESSITIES; HYGIENE; IDENTIFICATION; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; MEDICAL OR VETERINARY SCIENCE; PHYSICS; SURGERY

A system and method for facilitating analysis of a wound in a target subject is provided. The method comprises obtaining one or more digital images of at least a portion of the wound; extracting a plurality of feature vectors from the one or more digital images; and identifying, using a first trained deep neural network, a type of wound tissue based on the plurality of extracted feature vectors. The method may further comprise constructing a three-dimensional model of the wound, processing the three-dimensional model of the wound for segmentation of the wound from other surrounding tissue, anddetermining at least one critical dimension of the wound, using a second trained deep neural network. 提供了一种用于帮助分析目标对象中的伤口的系统和方法。所述方法包括：获得所述伤口的至少一部分的一个或多个数字图像；从所述一个或多个数字图像提取多个特征向量；以及使用第一经训练的深度神经网络基于所述多个提取出的特征向量来识别伤口组织的类型。所述方法可以进一步包括：使用第二经训练的深度神经网络来构建所述伤口的三维模型，处理所述伤口的三维模型以将所述伤口与其它周围组织分割，以及确定所述伤口的至少一个关键尺寸。