Method for automatically determining puncture point position
A technology for automatically determining and puncturing points, applied in the medical field, can solve problems such as unreasonable puncture point positions and failure to find target blood vessels, and achieve the effect of avoiding unreasonable positions
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Embodiment 1
[0041] Such as figure 1 As shown, the embodiment of the present invention provides a method for automatically determining the position of the puncture point, and the method includes the following steps:
[0042] In step 101, a cross-sectional image model of a human upper limb blood vessel is acquired.
[0043] In the embodiment of the present invention, a large number of ultrasonic images of human upper limb veins marked with blood vessel information are trained by Faster RCNN algorithm to obtain a cross-sectional image model of human upper limb.
[0044] In step 102, an ultrasound image of upper limb veins of the pre-puncture patient is acquired through an ultrasound probe placed on the skin surface of the pre-puncture patient.
[0045] In the embodiment of the present invention, medical personnel place an ultrasonic probe on the skin surface of the pre-puncture patient to obtain an ultrasound image of the upper limb vein of the pre-puncture patient, wherein the ultrasound i...
Embodiment 2
[0054] Such as figure 2 As shown, in the embodiment of the present invention, the embodiment of the present invention provides a method for automatically determining the position of the puncture point, and the method includes the following steps:
[0055] In step 201, a large number of ultrasound images of upper limb veins from different human bodies are collected.
[0056] In the embodiment of the present invention, a large number of ultrasound images of upper limb veins from different human bodies are collected in advance through an ultrasound probe with an image acquisition card, and each ultrasound image of upper limb veins includes a cross-sectional image of at least one blood vessel, wherein each The upper extremity venous ultrasound images have the same size, 230×300 pixels, and can be the original image collected by the ultrasound probe, or an image intercepted from the original image.
[0057] In step 202, if image 3 As shown, the circumscribed rectangle 3 of the ...
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