Ultrasonic fetal posture recognition method, storage medium and electronic equipment
A recognition method and posture technology, applied in the field of ultrasound, can solve the problems of judging the posture of the fetus, the difficulty of observing three-dimensional ultrasound images, and the difficulty of doctors, and achieve the effect of accurate recognition.
Active Publication Date: 2019-12-20
深圳度影医疗科技有限公司
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However, due to the difficulty in observing 3D ultrasound images, the high diversity of postures of different fetuses, and the high dimensionality of 3D images, it is difficult for doctors to rely on existing tools to distinguish fetal posture in prenatal 3D ultrasound images.
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[0037] The present invention provides a recognition method, storage medium and electronic equipment for ultrasonic fetal posture. In order to make the purpose, technical solution and effect of the present invention clearer and clearer, the present invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0038] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations...
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The invention discloses an ultrasonic fetal posture recognition method, a storage medium and electronic equipment. The recognition method comprises the following steps: acquiring to-be-recognized ultrasonic volume data of a fetus; inputting the ultrasonic volume data to be recognized into a trained posture recognition model, the posture recognition model being obtained by training based on a training sample set, the training sample set comprising a plurality of groups of training samples, and each group of training samples comprising ultrasonic volume data and fetal posture information; recognizing posture information corresponding to the ultrasonic volume data to be recognized through the posture recognition model, and determining the posture of the fetus according to the posture information. According to the invention, fetal posture related information is extracted from ultrasonic volume data through a trained posture recognition model; and the fetal posture is estimated according tothe extracted information, so that the fetal posture can be accurately, robustly, quickly and automatically determined according to the input ultrasonic volume data, and a doctor is helped to analyzethe prenatal fetal ultrasonic image more efficiently and accurately.
Description
technical field [0001] The invention relates to the field of ultrasound technology, in particular to a recognition method, a storage medium and electronic equipment for ultrasound fetal posture. Background technique [0002] Fetal posture in prenatal ultrasound refers to the geometric structure of the fetal body in prenatal ultrasound images. Accurate estimation of fetal posture will help many clinical diagnostic tasks, such as parameter measurement, slice detection, motor function examination, developmental condition monitoring. However, due to the difficulty in observing 3D ultrasound images, the high diversity of postures of different fetuses, and the high dimensionality of 3D images, it is difficult for doctors to rely on existing tools to distinguish fetal posture in prenatal 3D ultrasound images. [0003] Thereby prior art still needs to improve and improve. Contents of the invention [0004] The technical problem to be solved by the present invention is to provide...
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Login to View More IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08G06T5/50G06T17/00
CPCG06N3/084G06T17/00G06T5/50G06T2207/10136G06V40/10G06V2201/03G06N3/045G06F18/2155
Inventor 杨鑫高睿史文龙
Owner 深圳度影医疗科技有限公司