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Method and device for detecting specific facial syndrome and computer readable storage medium

A syndrome and facial technology, applied in computer parts, computing, neural learning methods, etc., can solve the problems of time-consuming and complex diagnosis methods of facial syndrome, and achieve the effect of reducing the difficulty of detection and improving the accuracy of detection.

Active Publication Date: 2020-08-28
国家卫生健康委科学技术研究所
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Early detection of Down syndrome can be done before birth with biochemical screening and cytogenetic diagnostic tests, or it can be identified after birth by the presence of certain physical traits, including upward slanting eyes, small flat nose, Small ears and mouth, and a protruding tongue, but this may require careful diagnosis by a highly specialized medical professional
[0005] In conclusion, current diagnostic methods for facial syndromes associated with facial dysplasia are complex, time-consuming, and require a high degree of experience and expertise

Method used

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  • Method and device for detecting specific facial syndrome and computer readable storage medium
  • Method and device for detecting specific facial syndrome and computer readable storage medium
  • Method and device for detecting specific facial syndrome and computer readable storage medium

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Embodiment Construction

[0039] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0040] In the present invention, it should be understood that terms such as "comprising" or "having" are intended to indicate the presence of features, numbers, steps, acts, components, parts or combinations thereof disclosed in the specification, and are not intended to exclude one or multiple other features, numbers, steps, acts, parts, parts or combinations thereof.

[0041] In addition, it should be noted that, in the case of n...

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Abstract

The invention provides a method and device for detecting a specific facial syndrome, and a computer readable storage medium. The method comprises the following steps: acquiring a face image of a to-be-detected object; determining at least one key area image of the face image; inputting the face image into a trained global detection model to obtain a global detection result; inputting at least onekey area image into a trained local detection model to obtain at least one local detection result; and according to the global detection result and the at least one local detection result, determininga target detection probability that the to-be-detected object suffers from the specific facial syndrome. By means of the method, rapid detection of the specific facial syndrome can be automatically completed without complex measuring equipment, and the initial detection difficulty of a patient with the specific facial syndrome is remarkably reduced, and the detection accuracy is improved.

Description

technical field [0001] The invention belongs to the field of computer-aided diagnosis, and in particular relates to a method, a device and a computer-readable storage medium for detecting specific facial syndromes. Background technique [0002] This section is intended to provide a background or context for implementations of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] Computer-aided diagnosis technology refers to the use of imaging, medical image processing technology and other possible physiological and biochemical means, combined with computer analysis and calculation, to assist in the detection of lesions and improve the accuracy of diagnosis. The main advantage of computer-aided diagnosis of medical images lies in fast data processing and accurate quantitative calculation, which can provide clinical auxiliary diagnosis opinions with good consistency, high repeatability, ob...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06T7/11G06K9/62G06K9/00G06N3/04G06N3/08
CPCG06T7/0012G06T7/11G06N3/08G06T2207/30201G06V40/169G06V40/171G06N3/045G06F18/25G06F18/259
Inventor 马旭路建波
Owner 国家卫生健康委科学技术研究所
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