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Data model training method and device

A technology of training equipment and training methods, applied in informatics, instruments, healthcare informatics, etc., can solve problems such as inability to realize automated training, achieve the effects of reducing medical costs, reducing workload, and improving medical efficiency

Inactive Publication Date: 2019-03-01
数坤(北京)网络科技股份有限公司
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Problems solved by technology

[0005] The present invention provides a data model training method and training equipment related to coronary artery segmentation in order to solve the problem that the general coronary artery segmentation technology cannot realize automatic training and select the optimal model in the training process in the prior art

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Embodiment Construction

[0025] In order to make the objectives, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present invention.

[0026] The principles and spirit of the present invention will now be described with reference to several exemplary embodiments. It should be understood that these embodiments are only given for those skilled in the art to better understand and implement the present invention, but not to limit the scope of the present invention i...

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Abstract

The present invention discloses a data model training method. The method is applied to a training device. The method comprises the steps of: receiving computed tomography (CT) data of a plurality of cases by a training device; employing at least one model structure by the training device to perform training for the received CT data of each case and obtain a training model corresponding to the CT data of each case; employing reference models corresponding to types to which the cases belong by the training device to compare the training models corresponding to the CT data of each case to obtaina comparison result; and when the training model is screened to a target model, screening the target model to a final output model by the training device to solve the problems of the automatic training of the coronary artery segmentation technology and the selection of the optimal model in the training process.

Description

technical field [0001] The invention relates to the technical field of smart medical treatment, and in particular, to a data model training method and training equipment. Background technique [0002] With the rapid development of social economy, people's awareness of life and health has been continuously improved, and they have great expectations for medical and health services. The medical level and prevention technology of coronary artery disease are also the topics of concern, both of which are inseparable from coronary artery modeling. Therefore, automated coronary reconstruction has important clinical value and practical significance. [0003] In the prior art, technicians or medical personnel focus on research on coronary artery modeling, coronary artery segmentation and segmentation algorithms. In the coronary modeling process, there is a branch of automatic model training, which aims to analyze the model of automatic coronary artery segmentation and select the bes...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H30/20
Inventor 郑超肖月庭阳光
Owner 数坤(北京)网络科技股份有限公司
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