Artificial intelligence ultrasonic auxiliary system and application thereof
An ultrasound-assisted and artificial intelligence technology, which is applied in image enhancement, instruments, and recognition of medical/anatomical models, can solve the problems of patients' organ compression damage, easy to miss lesion areas, easy missed diagnosis and misdiagnosis, etc., to shorten the acquisition of standard slices time, make up for the lack of medical resources, and prevent missed/misdiagnosed effects
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Embodiment 1
[0062] Please refer to Figure 1-2 , figure 1 The artificial intelligence ultrasound auxiliary system is implanted inside the ultrasound machine, and the artificial intelligence ultrasound auxiliary system is implanted inside the ultrasound machine to communicate with the existing functional components of the ultrasound machine (such as: probe, ultrasound transmitting / receiving device, signal processing and image processing) display and other functional components), so that with the assistance of the artificial intelligence module, the ultrasound machine can realize the functions of automatic case classification, automatic selection of standard slices for negative cases, and automatic reminder for suspected cases. The ultrasonic machine in the present invention includes but not limited to various ultrasonic machines disclosed in the prior art.
Embodiment 2
[0064] figure 2 It is to implant the artificial intelligence ultrasound auxiliary system in various image information systems connected to the ultrasound machine, and communicate with the existing functional components of the image information system (such as: image processing system and report management system), so that the ultrasound image system With the assistance of the intelligent module, functions such as automatic classification of cases, automatic selection of standard slices for negative cases, and automatic prompting for film reading of suspected cases are realized. The image information system in the present invention includes various image information systems disclosed in the prior art.
[0065] The implementation method is mainly divided into two stages: a model training step and a model identification step, wherein the model training mainly includes three steps of data collection, feature labeling, and model training.
[0066] Data collection step: obtaining ...
Embodiment 3
[0070] refer to Figure 3-4 , the artificial intelligence ultrasound assistant system described in this embodiment is applied in Implementation 1 and 2, including the following functional modules
[0071] Image collection module: it is used to obtain the ultrasound image collected by the doctor in real time from the ultrasound machine; specifically, its main function is to collect the ultrasound image collected during the doctor’s examination. When the ultrasound doctor holds the ultrasound probe for ultrasound examination, the ultrasound probe Obtain the ultrasound images of various organs that need to be inspected from the area to be examined by the patient, and the ultrasound collection module obtains the ultrasound images collected by the doctor from the ultrasound machine in real time;
[0072] Image transmission module: transmit the ultrasonic image acquired by the image collection module to the image framing module through wired network transmission or wireless network ...
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