Dynamic mammary gland ultrasonic video whole focus real-time detection and segmentation device and system based on artificial intelligence, and image processing method

A technology for video imaging and lesions, applied in the field of medical images, can solve the problems of inability to realize real-time detection, insufficient clinical help, and poor clinical usability of artificial intelligence.

Active Publication Date: 2021-03-05
北京医准智能科技有限公司 +1
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Problems solved by technology

[0010] Most of the existing breast ultrasound detection and segmentation studies only focus on tumors, and most of them are based on two-dimensional images. Clinical diagnosis usually requires a comprehensive judgment based on the information of the front and rear frames. Therefore, artificial intelligence based on two-dimensional images is easy to use clinically. In order to effectively solve the current situation that

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  • Dynamic mammary gland ultrasonic video whole focus real-time detection and segmentation device and system based on artificial intelligence, and image processing method
  • Dynamic mammary gland ultrasonic video whole focus real-time detection and segmentation device and system based on artificial intelligence, and image processing method
  • Dynamic mammary gland ultrasonic video whole focus real-time detection and segmentation device and system based on artificial intelligence, and image processing method

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Embodiment Construction

[0091] In order to understand the above-mentioned purpose, features and advantages of the present invention more clearly, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that, in the case of no conflict, the embodiments of the present application and the features in the embodiments can be combined with each other.

[0092] definition

[0093] Unless defined otherwise hereinafter, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art. References to techniques used herein are intended to refer to techniques commonly understood in the art, including those variations of the techniques or substitutions of equivalent techniques that are obvious to those skilled in the art. While the following terms are believed to be well understood by those skilled in the art, the following definitions are set forth to ...

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Abstract

The invention discloses a dynamic mammary gland ultrasonic video whole focus real-time detection and segmentation system based on artificial intelligence. The system at least comprises at least one ultrasonic machine and an AI server. Wherein an AI-based dynamic mammary gland ultrasonic video detection and segmentation device is arranged in the AI server, and the device at least comprises (1) a system robustness design module, (2) a data preprocessing module, (3) a data amplification module, (4) a focus detection module and (5) a focus segmentation module. According to the system, on the premise that an ultrasonic machine and an existing diagnosis process are not changed, automatic real-time detection on all focuses involved in the dynamic breast ultrasonic video image can be achieved, thedetected focuses are intelligently segmented and measured, and a doctor can be effectively helped to reduce missed diagnosis while the efficiency and the accuracy are improved.

Description

technical field [0001] The invention relates to the field of medical images, in particular to an artificial intelligence (AI)-based device, system and image processing method for real-time detection and segmentation of whole lesions in dynamic breast ultrasound video. Background technique [0002] Breast cancer is a malignant tumor of the breast. According to the data released by the National Cancer Center, breast cancer ranks first in the incidence of female malignant tumors in my country and seriously threatens women's health. Professor Hillman of the University of Virginia in the United States wrote an article on "NEngl J Med" in 2010 and pointed out that early accurate diagnosis can increase the 5-year survival rate of breast cancer patients from 25% to 99%. [0003] Breast ultrasound technology has the advantages of being non-invasive, fast, and highly reproducible. It can clearly display the changes in the shape, internal structure, and adjacent tissues of soft tissues...

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Application Information

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IPC IPC(8): G06T7/00G06T7/11G06T7/62G06T7/73G06K9/62G06N3/04G06N3/08
CPCG06T7/0012G06T7/11G06T7/62G06T7/73G06N3/049G06N3/08G06T2207/30068G06T2207/30096G06T2207/10132G06T2207/10016G06T2207/20016G06N3/045G06F18/24
Inventor 马璐王东王立威张文涛王子腾张佳琦丁佳胡阳吕晨翀
Owner 北京医准智能科技有限公司
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