Auxiliary Detection Method and Device for Solid Breast Nodules Based on Ultrasonic Doppler
By using ultrasound Doppler technology and nodule-assisted detection device to add vibration method in ultrasound examination, the problem of difficulty in distinguishing solid breast nodules and pseudo-nodules is solved, and the diagnostic efficiency and accuracy are improved.
Patent Information
- Application Number
- CN202211197850.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-09-29
- Publication Date
- 2025-06-24
- Estimated Expiration
- 2042-09-29
AI Technical Summary
During ultrasound examination, it is difficult for doctors to quickly and accurately distinguish between solid breast nodules and pseudo-nodules, resulting in inefficient diagnosis and high error rates.
A breast solid nodule assisted detection method based on ultrasound Doppler is adopted. The low echo region is detected in B-ultrasound mode by an ultrasound detector, and then switch to color Doppler mode, and a nodule assisted detection device is used to add vibrations at the sternum stem to interfere with Doppler pseudocolor, and a second color ultrasound image is generated for image analysis, solid nodule imaging is determined and prompt information is sent.
It improves the diagnostic efficiency of solid breast nodules, effectively eliminates the impact of pseudo-nodules on diagnostic results, and reduces the possibility of diagnosis errors.
Smart Images

Figure CN115500864B_ABST
Abstract
Description
Background Art
[0002] Breast tumors are one of the common tumors among female malignancies. They mainly develop from breast nodules. Therefore, early screening and diagnosis of breast nodules are beneficial for early artificial intervention to prevent the later development into tumors. With the improvement of people's living standards and the popularization of medical knowledge, the public pays more and more attention to physical health. Breast examination has become an important item in women's health check-ups, and the number of people who voluntarily undergo breast examinations is increasing day by day.
[0003] Ultrasound is currently a widely recognized imaging diagnostic method for breast diseases, with significant advantages such as economy, safety, and convenience, and has been widely used in breast examinations. People not only hope to determine whether there are nodules and their locations through ultrasound, but also hope to accurately know the types of nodules through this technology, whether they are solid nodules or false nodules. Therefore, quickly and accurately detecting the true breast tissue lesions has become the common expectation of ultrasound doctors and the public.
[0004] Currently, for ultrasound doctors during the physical examination process, there may be many pseudo-nodules shown in the collected ultrasound images, which cause great interference to the determination of solid nodules, resulting in time-consuming and laborious efforts to find and determine breast solid nodules. Doctors need to spend more time to exclude false nodules, resulting in low efficiency and prone to a high error rate. And medical diagnostic errors are very serious accidents, which makes doctors more cautious in determining solid nodules. Summary of the Invention
[0005] This application provides a method and device for assisting in the detection of breast solid nodules based on ultrasound Doppler, which can assist doctors in detecting breast solid nodules faster and more accurately on the basis of the ultrasound color Doppler mode.
[0006] The technical solution of this application is as follows:
[0007] According to the first aspect of the embodiments of this application, a method for assisting in the detection of breast solid nodules based on ultrasound Doppler is provided, including: after the ultrasound detector detects at least one hypoechoic area in the B-mode ultrasound, it switches to the color Doppler mode, adds color Doppler information to the black-and-white B-mode ultrasound image to generate an initial color Doppler ultrasound image, and sends a power-on instruction to the nodule-assisted detection device;
[0008] The nodule-assisted detection device responds to the power-on instruction and sends a Bluetooth connection request to the ultrasound detector;
[0009] After the Bluetooth connection is successful, the nodule auxiliary detection device acquires the initial color Doppler ultrasound image generated by the ultrasound detector, starts and controls the vibration generator in the nodule auxiliary detection device to vibrate, so as to interfere with the Doppler false color of the ultrasound detector, wherein the nodule auxiliary detection device acts on the manubrium sterni of the target human body;
[0010] The ultrasound detector continuously detects the target human body vibrated by the nodule auxiliary detection device in real time, generates and sends a second color Doppler ultrasound image to the nodule auxiliary detection device;
[0011] After receiving the second color Doppler ultrasound image, the nodule auxiliary detection device performs image analysis on the second color Doppler ultrasound image. When a solid nodule imaging is detected in the second color Doppler ultrasound image, a prompt message is sent to the ultrasound detector;
[0012] After receiving the prompt message, the ultrasound detector calibrates the contour of the solid nodule imaging in the second color Doppler ultrasound information. After this detection is completed, a standby instruction is sent to the nodule auxiliary detection device.
[0013] Optionally, after the Bluetooth connection is successful, the nodule auxiliary detection device acquires the initial color Doppler ultrasound image generated by the ultrasound detector, starts and controls the vibration generator in the nodule auxiliary detection device to vibrate, so as to interfere with the Doppler false color of the ultrasound detector, specifically including:
[0014] After the Bluetooth connection is successful, the nodule auxiliary detection device acquires the initial color Doppler ultrasound image generated by the ultrasound detector;
[0015] Start the vibration generator and control the vibration generator to vibrate starting from the lowest vibration frequency gear;
[0016] Acquire the second color Doppler ultrasound image generated by the ultrasound detector through the Bluetooth protocol, and perform image analysis on the second color Doppler ultrasound image to determine the solid nodule imaging;
[0017] If no solid nodule imaging is determined at the current vibration frequency, then after each interval of the first preset duration, the vibration frequency of the vibration generator is increased by the first increment until a solid nodule imaging is determined, and then the vibration frequency of the vibration generator is stabilized at the current vibration frequency.
[0018] Optionally, the step of, if no solid nodule imaging is determined at the current vibration frequency, then after each interval of the first preset duration, the vibration frequency of the vibration generator is increased by the first increment, specifically includes:
[0019] Acquire the third color Doppler ultrasound image of the ultrasound detector through the Bluetooth protocol within the first preset duration, and perform image analysis on the third color Doppler ultrasound image to determine the solid nodule imaging;
[0020] If it is determined that there is a solid nodule imaging in the third color Doppler ultrasound image, stabilize the vibration frequency of the vibration generator to the current vibration frequency;
[0021] If there is still no solid nodule imaging in the third color Doppler ultrasound image, continue to increase the vibration frequency of the vibration generator according to the first increment.
[0022] Optionally, if there is still no solid nodule imaging in the third color Doppler ultrasound image, continue to increase the vibration frequency of the vibration generator according to the first increment, which specifically includes:
[0023] If there is no solid nodule imaging in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image does not exceed the clutter density upper limit, continue to increase the vibration frequency of the vibration generator according to the first increment;
[0024] If there is no solid nodule imaging in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image exceeds the clutter density upper limit, send a prompt that there is no solid nodule in the target human body to the ultrasonic detector;
[0025] After a second preset time duration, turn off the vibration generator and switch to the standby state.
[0026] Optionally, the dynamic clutter density is the ratio of the clutter imaging area to the area of the region of interest in the third color Doppler ultrasound image.
[0027] According to the second aspect of the embodiments of the present application, another method for assisting in detecting breast solid nodules based on ultrasonic Doppler is provided. This method is applied to a nodule-assisted detection device, and the nodule-assisted detection device acts on the manubrium sterni of the target human body. The method includes:
[0028] In response to a power-on instruction, send a Bluetooth connection request to the ultrasonic detector, where the power-on instruction is triggered after the ultrasonic detector switches to the color Doppler mode after detecting at least one hypoechoic area in the B-mode ultrasound, adds color Doppler information to the black-and-white B-mode ultrasound image, and generates an initial color Doppler ultrasound image;
[0029] After the Bluetooth connection is successful, obtain the initial color Doppler ultrasound image generated by the ultrasonic detector, start and control the vibration generator in the nodule-assisted detection device to vibrate to interfere with the Doppler false color of the ultrasonic detector;
[0030] Receive a second color Doppler ultrasound image and perform image analysis on the second color Doppler ultrasound image, where the second color Doppler ultrasound image is generated by the ultrasonic detector when it is detecting the target human body that is vibrated by the nodule-assisted detection device in real time;
[0031] When a solid nodule imaging is detected in the second color Doppler ultrasound image, a prompt message is sent to the ultrasound detector.
[0032] According to the third aspect of the embodiments of the present application, a nodule auxiliary detection device is provided. The device acts on the manubrium sterni of a target human body and includes:
[0033] A Bluetooth module for data transmission with the ultrasound detector;
[0034] A vibration generator for generating vibrations at a preset frequency;
[0035] A processor for sending a Bluetooth connection request to the ultrasound detector in response to a power-on instruction, where the power-on instruction is triggered after the ultrasound detector switches to the color Doppler mode after detecting at least one hypoechoic area in the B-mode ultrasound, adds color Doppler information to the black-and-white B-mode ultrasound image, and generates an initial color Doppler ultrasound image;
[0036] After the Bluetooth connection is successful, obtain the initial color Doppler ultrasound image generated by the ultrasound detector, start and control the vibration generator to vibrate to interfere with the Doppler false color of the ultrasound detector;
[0037] Receive a second color Doppler ultrasound image and perform image analysis on the second color Doppler ultrasound image, where the second color Doppler ultrasound image is generated by the ultrasound detector when it is detecting the target human body vibrated by the nodule auxiliary detection device in real time;
[0038] When a solid nodule imaging is detected in the second color Doppler ultrasound image, a prompt message is sent to the ultrasound detector.
[0039] According to the fourth aspect of the embodiments of the present application, a non-volatile storage device is provided, including:
[0040] A processor;
[0041] A memory for storing executable instructions of the processor;
[0042] Wherein, the processor is configured to execute the instructions to implement the auxiliary detection method for breast solid nodules based on ultrasound Doppler according to any one of the embodiments of the second aspect.
[0043] An auxiliary detection method for breast solid nodules based on ultrasonic Doppler. When a doctor performs an ultrasonic examination on a patient, a nodule auxiliary detection device is used. After the ultrasonic detector detects at least one hypoechoic area in the B-mode, it switches to the color Doppler mode, and then the nodule auxiliary detection device is applied to the manubrium sterni of the target human body. The nodule auxiliary detection device is started to obtain the initial color Doppler ultrasound image generated by the ultrasonic detector, and the vibration generator in the nodule auxiliary detection device is controlled to vibrate to interfere with the Doppler false color of the ultrasonic detector. After the nodule auxiliary detection device receives the second color Doppler ultrasound image, it performs image analysis on the second color Doppler ultrasound image. When it detects the presence of a solid nodule imaging in the second color Doppler ultrasound image, it sends a prompt message to the ultrasonic detector, which improves the efficiency of determining solid nodules and effectively excludes the influence of false nodules on the diagnosis result. In addition, the nodule auxiliary detection device is only turned on after the ultrasonic detector switches to the color Doppler mode. After this detection is completed, a standby instruction is sent to the nodule auxiliary detection device, effectively extending the service life of the nodule auxiliary detection device.
[0044] It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and do not limit this application. BRIEF DESCRIPTION OF THE DRAWINGS
[0045] The drawings herein are incorporated into the specification and constitute a part of this specification, showing embodiments consistent with this application, and are used together with the specification to explain the principles of this application and do not constitute an improper limitation of this application.
[0046] Figure 1 is a schematic flowchart of an auxiliary detection method for breast solid nodules based on ultrasonic Doppler provided by this application shown according to an exemplary embodiment;
[0047] Figure 2 is a color Doppler ultrasound nodule imaging in the color Doppler mode of the ultrasonic detector when the nodule auxiliary detection device is not used shown according to an exemplary embodiment;
[0048] Figure 3 The color Doppler ultrasound nodule imaging when the dynamic clutter density is too small shown according to an exemplary embodiment;
[0049] Figure 4 The color Doppler ultrasound nodule imaging when the dynamic clutter density is too large shown according to an exemplary embodiment;
[0050] Figure 5 The color Doppler ultrasound nodule imaging with false color surrounding the solid nodule shown according to an exemplary embodiment;
[0051] Figure 6It is a schematic flow diagram of an auxiliary detection method for breast solid nodules using acoustic Doppler when imaging indeterminate solid nodules shown according to an exemplary embodiment;
[0052] Figure 7 It is a schematic structural diagram of a nodule auxiliary detection device shown according to an exemplary embodiment. Detailed implementation manners
[0053] In order to enable those of ordinary skill in the art to better understand the technical solutions of the present application, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings.
[0054] It should be noted that the terms "first", "second", etc. in the description and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and do not necessarily need to describe a specific order or sequence. It should be understood that such data used can be interchanged under appropriate circumstances so that the embodiments of the present application described here can be implemented in an order other than those illustrated or described here. The implementation manners described in the following exemplary embodiments do not represent all implementation manners consistent with the present application. On the contrary, they are merely examples of devices and methods consistent with some aspects of the present application as detailed in the appended claims.
[0055] Ultrasound is a currently widely recognized imaging diagnostic method for breast diseases, with significant advantages such as economy, safety, and convenience, and has been widely used in breast examinations.
[0056] The ordinary mode of ultrasonic detection is B-ultrasound, which mainly utilizes the echo characteristics of ultrasonic waves. By emitting a group of ultrasonic waves into the human body and scanning in a certain direction, according to the detected delay time and intensity of the echoes, through electronic circuits and computer processing, a two-dimensional or three-dimensional graph of internal organs is displayed, and then the distance and nature of the organs can be judged. It is an imaging technology.
[0057] The ultrasonic color mode is color Doppler ultrasound. Simply put, it is a high-definition black-and-white B-ultrasound plus color Doppler. The key component of color Doppler ultrasound is the ultrasonic probe, which has a group of special crystals with piezoelectric effects inside. Through the special properties of the piezoelectric crystals, the conversion between electrical signals and ultrasonic waves is realized. Color Doppler ultrasound does not see the true color of human tissues, but is formed by adding false colors on the basis of black-and-white B-ultrasound images. And the false colors are mainly based on the Doppler effect. Modern medical ultrasound combines the Doppler principle. When ultrasonic waves encounter a liquid flowing away from the probe, the echo frequency will decrease, and a liquid flowing towards the probe will cause the echo frequency received by the probe to increase. Using computer false color technology for data processing enables us to determine the direction, velocity magnitude, and nature of the flowing liquid in the ultrasonic image, and superimpose this on the two-dimensional black-and-white ultrasonic image, thus forming a color Doppler ultrasound image.
[0058] At present, for ultrasound doctors during the physical examination process, the nodules in the collected ultrasound images mainly include solid nodules and non-solid nodules (pseudo-nodules). In the ordinary mode of ultrasonic detection, the two have similar imaging characteristics and cannot be clearly distinguished. In the color Doppler mode, some nodules also cannot be clearly distinguished, such as Figure 2 shown in the nodule imaging in the color Doppler mode of the ultrasound detector.
[0059] Solid nodules are mainly formed by abnormal hyperplasia of tissues in the human body's tissues and organs. That is to say, there are fillers inside the nodules, no blood flow, hard texture, uneven surface, unclear boundaries, and uneven echo shown by ultrasound, and may be accompanied by calcification and other characteristics. Non-solid nodules mainly refer to cystic-solid nodules, which are also smooth on the surface, flexible in texture, good in mobility, clear in boundary, and have uniform echo and clear boundary shown by ultrasound. There are also some pseudo-nodules that are actually normal tissues with blood still flowing inside.
[0060] In an embodiment of the present application, a nodule auxiliary detection device is provided, which is mainly used in cooperation with an ultrasound detector. For example, when an ultrasound doctor examines the breast and sees a hypoechoic area and cannot determine whether this area is a breast solid nodule, they can switch to the color Doppler mode and then place this device at the manubrium sterni. If this hypoechoic area and the surrounding tissues are covered by color signals together, it can be considered that this area has the same composition as the surrounding tissues, and it is considered normal breast tissue; if the hypoechoic area is covered by Doppler clutter signals and shows an encircling shape, it can be considered that this area has a different composition from the surrounding tissues, and it is considered a breast solid nodule. This device effectively assists doctors in detecting breast solid nodules faster and more accurately.
[0061] Such as Figure 1 shown, the present application provides an auxiliary detection method for breast solid nodules based on ultrasound Doppler. Through the ultrasound detector and the above-mentioned nodule auxiliary detection device, they act together on the target human body to improve the diagnostic accuracy of solid nodules. The specific steps are as follows:
[0062] S1: After the ultrasound detector detects at least one hypoechoic area in the B-mode ultrasound, it switches to the color Doppler mode, adds color Doppler information to the black-and-white B-mode ultrasound image to generate an initial color Doppler ultrasound image, and sends a power-on instruction to the nodule auxiliary detection device.
[0063] In some embodiments, the nodule auxiliary detection device does not need to be powered on all the time. Considering that the number of patients with solid nodules in the general population is relatively small after all. If no nodules are detected in the B-ultrasound images of some users' chests, or the doctor can clearly determine that the nodules in the users' chests are not solid nodules, then there is no need to use this nodule auxiliary detection device. Therefore, only when the ultrasonic detector switches from the ordinary B-ultrasound mode to the color Doppler mode and sends a power-on instruction to the nodule auxiliary detection device.
[0064] S2: In response to the power-on instruction, the nodule auxiliary detection device sends a Bluetooth connection request to the ultrasonic detector.
[0065] S3: After the Bluetooth connection is successful, the nodule auxiliary detection device acquires the initial color Doppler ultrasound image generated by the ultrasonic detector, starts and controls the vibration generator in the nodule auxiliary detection device to vibrate, so as to interfere with the Doppler false color of the ultrasonic detector, wherein the nodule auxiliary detection device acts on the manubrium sterni of the target human body.
[0066] A vibration generator is arranged in the nodule auxiliary detection device, and its main function is to superimpose an additional vibration wave on the ultrasonic detector in the color Doppler mode to interfere with the Doppler false color. The Doppler on the breast solid nodules will not be affected by our interference wave, so no clutter can be seen, but the Doppler on normal tissues will be affected by the interference wave, so a lot of clutter can be seen.
[0067] In some embodiments, the nodule auxiliary detection device communicates with the ultrasonic detector through an internally provided Bluetooth module. After the power-on initialization is completed and the Bluetooth pairing is completed, the nodule auxiliary detection device acquires the initial color Doppler ultrasound image generated by the ultrasonic detector.
[0068] S4: The ultrasonic detector continuously detects the target human body vibrated by the nodule auxiliary detection device, generates and sends a second color Doppler ultrasound image to the nodule auxiliary detection device.
[0069] S5: After receiving the second color Doppler ultrasound image, the nodule auxiliary detection device performs image analysis on the second color Doppler ultrasound image. When it detects the presence of a solid nodule image in the second color Doppler ultrasound image, it sends a prompt message to the ultrasonic detector.
[0070] In some embodiments, the vibration generator is a motor with a vibration frequency ranging from 30 to 2000 Hz. When initially started, the vibration frequency is the lowest frequency set by the vibration generator. After a period of time, the vibration generator can gradually increase the vibration frequency according to a certain step or increment.
[0071] In some embodiments, since the vibration frequency of the vibration generator is within a range, while the vibration frequency range that can actually help the ultrasonic detector detect solid nodules is relatively small. Therefore, the doctor can set the initial vibration frequency of the vibration generator according to the empirical value, and then increase or decrease the vibration frequency near this empirical value.
[0072] In other embodiments, since the clutter generated by the vibration generator has a greater impact on the image of the ultrasonic detector. If there is less clutter imaging, the solid nodule imaging cannot be surrounded. If there is more clutter imaging, it will cover the imaging of the solid nodule. Therefore, it is necessary to determine the vibration frequency according to the proportion of the clutter imaging area in the region of interest in the color Doppler ultrasound image, that is, the dynamic clutter density.
[0073] According to a large number of test results, if the dynamic clutter density < 30%, the clutter is too little, resulting in the inability to surround the solid nodule imaging, as Figure 3 shown. If the dynamic clutter density > 70%, the clutter is too much, and the clutter imaging will also cover the upper layer of the solid nodule imaging, as Figure 4 shown. Therefore, the vibration frequency value when the dynamic clutter density is 30% can be used as the initial minimum vibration frequency of the vibration generator, and then starting from this minimum vibration frequency, the vibration frequency is gradually increased according to certain rules.
[0074] In some embodiments, start the vibration generator and control the vibration generator to vibrate starting from the lowest vibration frequency gear; obtain the second color Doppler ultrasound image generated by the ultrasonic detector through the Bluetooth protocol, and perform image analysis on the second color Doppler ultrasound image to determine the solid nodule imaging; if the solid nodule imaging is not determined at the current vibration frequency, then increase the vibration frequency of the vibration generator by the first increment every first preset time interval until the solid nodule imaging is determined, and then stabilize the vibration frequency of the vibration generator at the current vibration frequency. Figure 5 Exemplarily shows the imaging of solid nodules assisted by the nodule auxiliary detection device in some embodiments.
[0075] S6: After the ultrasonic detector receives the prompt information, perform contour calibration on the solid nodule imaging in the second color Doppler ultrasound information. After this detection is received, send a standby instruction to the nodule auxiliary detection device.
[0076] According to the present application, a method for assisting in the detection of solid breast nodules based on ultrasound Doppler is provided. When a doctor performs an ultrasound examination on a patient, a nodule-assisted detection device is used. When the ultrasound detector detects at least one hypoechoic area in the B-mode, after switching to the color Doppler mode, the nodule-assisted detection device is applied to the manubrium sterni of the target human body, the nodule-assisted detection device is activated, the initial color Doppler ultrasound image generated by the ultrasound detector is obtained, and the vibration generator in the nodule-assisted detection device is controlled to vibrate to interfere with the Doppler false color of the ultrasound detector; after the nodule-assisted detection device receives the second color Doppler ultrasound image, the second color Doppler ultrasound image is analyzed. When a solid nodule imaging is detected in the second color Doppler ultrasound image, a prompt message is sent to the ultrasound detector, which improves the efficiency of determining solid nodules and effectively excludes the influence of false nodules on the diagnosis result. In addition, the nodule-assisted detection device is only turned on after the ultrasound detector switches to the color Doppler mode. After this detection is received, a standby command is sent to the nodule-assisted detection device, effectively extending the service life of the nodule-assisted detection device.
[0077] In some embodiments, as Figure 6 shown, if no solid nodule imaging is determined at the current vibration frequency, the vibration frequency of the vibration generator is increased by a first increment every first preset time interval, specifically including:
[0078] S51: Obtain the third color Doppler ultrasound image of the ultrasound detector through the Bluetooth protocol within the first preset time interval, and analyze the third color Doppler ultrasound image to determine solid nodule imaging;
[0079] S52: If it is determined that there is solid nodule imaging in the third color Doppler ultrasound image, the vibration frequency of the vibration generator is stabilized to the current vibration frequency.
[0080] S53: If there is still no solid nodule imaging in the third color Doppler ultrasound image, continue to increase the vibration frequency of the vibration generator by the first increment.
[0081] In some embodiments, if there is still no solid nodule imaging in the third color Doppler ultrasound image, the vibration frequency of the vibration generator is continuously increased, and it may reach the upper limit of the clutter density. Therefore, if there is no solid nodule imaging in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image does not exceed the clutter density upper limit, continue to increase the vibration frequency of the vibration generator by the first increment; if there is no solid nodule imaging in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image exceeds the clutter density upper limit, a prompt that there is no solid nodule in the target human body is sent to the ultrasound detector; after a second preset time interval, the vibration generator is turned off and switched to the standby state.
[0082] Since the dynamic clutter density needs to be below the upper limit and above the lower limit of the clutter density, the working duration of the nodule-assisted detection device at the ineffective vibration frequency can be greatly shortened. When the device is powered on, the dynamic clutter density corresponding to the minimum frequency is around 30%. While the vibration frequency is increased, the third color Doppler ultrasound image is synchronously acquired and the dynamic density is analyzed. If the solid nodule imaging that already exists is determined before reaching the upper limit of the clutter density, there is no need to further increase the vibration frequency. If the solid nodule imaging has not been detected yet when reaching the upper limit of the clutter density, the vibration frequency is not increased either. This method also extends the service life of the instrument.
[0083] As Figure 7 shown, the present application exemplarily shows a nodule-assisted detection device 30, which mainly acts on the manubrium sterni of the target human body. It includes an acting head 01, a vibrating rod 02, a Bluetooth module 03, a DSP processor (Digital Signal Processing) 04, a motor 05, a power supply 06, a display 07, a power adjustment button 08, a power-on button 09, an adjustment knob 10, and a bedside clip 11.
[0084] Among them, the acting head 01 is connected to the motor 03 through the vibrating rod 02. The acting head 01 acts on the surface of the target human body, and the external part includes a disposable sterilized sponge.
[0085] The Bluetooth module 03 is electrically connected to the DSP processor 04, and the DSP processor 04 is electrically connected to the motor 05. When the DSP processor 04 responds to a power-on instruction, it controls the Bluetooth module 03 to send a Bluetooth connection request to the ultrasonic detector. The ultrasonic detector and the nodule-assisted detection device 30 perform data transmission through the Bluetooth module. For example, after the Bluetooth connection is successful, the initial color Doppler ultrasound image generated by the ultrasonic detector is obtained. And, after the Bluetooth connection is successful, the DSP processor 04 starts and controls the motor to vibrate to interfere with the Doppler false color of the ultrasonic detector.
[0086] The DSP processor 04 serves as the main processor of the nodule-assisted detection device, and is used to control the connection with the ultrasonic detector through Bluetooth and obtain the color Doppler ultrasound image through the Bluetooth protocol; after receiving the color Doppler ultrasound image, it controls the motor to vibrate while performing image analysis.
[0087] The display 07 is used to display the current power magnitude. The power adjustment button 08 is used for doctors to manually adjust the vibration frequency. The power-on button 09 is used for doctors to manually power off in some special situations.
[0088] The adjustment knob 10 and the bedside clamp 11 are connected by a support rod, which is used to stabilize the nodule auxiliary detection device. The bedside clamp 11 can fix the device to the bedside, and the adjustment knob 10 can adjust the height and direction of the support rod according to the body shape and position of the target person.
[0089] It should be noted that for the specific image analysis method, object detection algorithms such as YOLOv5, R-CNN, or Fast-CNN can be used. Of course, in this embodiment, as long as the same effect can be achieved.
[0090] In some embodiments, the vibration frequency of the motor is between 30 and 2000 Hz, and the vibration frequency at the initial start is the lowest frequency set by the vibration generator. After a period of time, the vibration generator can gradually increase the vibration frequency according to a certain step or increment.
[0091] In other embodiments, since the clutter generated by the vibration generator has a greater impact on the image of the ultrasonic detector, if there is less clutter imaging, the solid nodule imaging cannot be surrounded. If there is more clutter imaging, it will cover the imaging of the solid nodule. Therefore, it is necessary to determine the vibration frequency according to the proportion of the clutter imaging area in the region of interest in the color Doppler ultrasound image, that is, the dynamic clutter density.
[0092] According to a large number of test results, if the dynamic clutter density < 30%, the clutter is too little, resulting in the inability to surround the solid nodule imaging. If the dynamic clutter density > 70%, the clutter is too much, and the clutter imaging will also cover the upper layer of the solid nodule imaging. Therefore, the vibration frequency value when the dynamic clutter density is 30% can be used as the initial minimum vibration frequency of the vibration generator, and then starting from this minimum vibration frequency, the vibration frequency can be gradually increased according to a certain rule.
[0093] The nodule auxiliary detection device provided by this application adds a clutter during the color Doppler ultrasound detection to interfere with the false color in the image, making the image of the solid nodule more obvious.
[0094] The application scenarios described in the embodiments of this application are for more clearly explaining the technical solutions of the embodiments of this application, and do not constitute a limitation on the technical solutions provided by the embodiments of this application. Those of ordinary skill in the art know that with the emergence of new application scenarios, the technical solutions provided by the embodiments of this application are also applicable to similar technical problems.
[0095] Those skilled in the art can understand that various aspects of the present application can be implemented as a system, a method, or a program product. Therefore, various aspects of the present application can be specifically implemented in the following forms, namely: a complete hardware implementation, a complete software implementation (including firmware, microcode, etc.), or an implementation combining hardware and software aspects, which can be collectively referred to as "circuit", "module", or "system" here.
[0096] In some possible implementation manners, the electronic device according to the present application may include at least one processor and at least one memory. Among them, the memory stores program code, and when the program code is executed by the processor, the processor is caused to execute the operation data management method according to various exemplary implementation manners of the present application described above in this specification. For example, the processor may execute steps such as those in the operation data management method.
[0097] In an exemplary embodiment, various aspects of an auxiliary detection method for breast solid nodules based on ultrasonic Doppler provided by the present application can also be implemented in the form of a program product, which includes program code. When the program product runs on a computer device, the program code is used to cause the computer device to execute the steps in the deduplication metadata management method according to various exemplary implementation manners of the present application described above in this specification.
[0098] It should be noted that although several units or subunits of the device are mentioned in the above detailed description, this division is merely exemplary and not mandatory. In fact, according to the implementation manners of the present application, the features and functions of the two or more units described above can be embodied in one unit. Conversely, the features and functions of one unit described above can be further divided and embodied by multiple units.
[0099] In addition, although the operations of the method of the present application are described in a specific order in the drawings, this does not require or imply that these operations must be performed in that specific order, or that all the operations shown must be performed to achieve the desired result. Additionally or alternatively, some steps may be omitted, multiple steps may be combined into one step for execution, and / or one step may be decomposed into multiple steps for execution.
[0100] Those skilled in the art should understand that the embodiments of the present application can be provided as a method, a system, or a computer program product. Therefore, the present application can take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware aspects. Moreover, the present application can take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk memory, CD-ROM, optical memory, etc.) containing computer-usable program code.
[0101] This application is described with reference to the flowcharts and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It should be understood that each flow and / or block in the flowchart and / or block diagram, and the combination of flows and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable image scaling devices to generate a machine, such that the instructions executed by the processor of the computer or other programmable image scaling devices generate means for implementing the functions specified in the Figure 1 one or more flows and / or blocks Figure 1 one or more blocks.
[0102] These computer program instructions can also be stored in a computer-readable memory that can direct a computer or other programmable image scaling devices to work in a specific manner, such that the instructions stored in the computer-readable memory generate a manufactured article including instruction means that implement the functions specified in the Figure 1 one or more flows and / or blocks Figure 1 one or more blocks.
[0103] These computer program instructions can also be loaded onto a computer or other programmable image scaling devices, such that a series of operation steps are executed on the computer or other programmable devices to generate a computer-implemented process, so that the instructions executed on the computer or other programmable devices provide steps for implementing the functions specified in the Figure 1 one or more flows and / or blocks Figure 1 one or more blocks.
[0104] Although the preferred embodiments of the present application have been described, those skilled in the art can make additional changes and modifications once they learn the basic creative concepts. Therefore, the appended claims are intended to be construed to include the preferred embodiments and all changes and modifications that fall within the scope of the present application.
[0105] Obviously, those skilled in the art can make various changes and modifications to the present application without departing from the spirit and scope of the present application. Thus, if these modifications and variations of the present application fall within the scope of the claims of the present application and their equivalent technologies, the present application is also intended to include these changes and modifications.
Claims
1. An auxiliary detection system for breast solid nodules based on ultrasonic Doppler, characterized in that, Including: An ultrasonic detector and a nodule auxiliary detection device; After the ultrasonic detector detects at least one hypoechoic area in the B-mode ultrasound, it switches to the color Doppler mode, adds color Doppler information to the black-and-white B-mode ultrasound image to generate an initial color Doppler ultrasound image, and sends a power-on instruction to the nodule auxiliary detection device; The nodule auxiliary detection device responds to the power-on instruction and sends a Bluetooth connection request to the ultrasonic detector; After the Bluetooth connection is successful, the nodule auxiliary detection device obtains the initial color Doppler ultrasound image generated by the ultrasonic detector, starts and controls the vibration generator in the nodule auxiliary detection device to vibrate to interfere with the Doppler false color of the ultrasonic detector, specifically including: Starting the vibration generator and controlling the vibration generator to start vibrating from the lowest vibration frequency gear; Obtaining the second color Doppler ultrasound image generated by the ultrasonic detector through the Bluetooth protocol, and performing image analysis on the second color Doppler ultrasound image to determine the imaging of solid nodules; If no imaging of solid nodules is determined at the current vibration frequency, the vibration frequency of the vibration generator is increased by a first increment every first preset time interval until the imaging of solid nodules is determined, and then the vibration frequency of the vibration generator is stabilized at the current vibration frequency; Wherein, the nodule auxiliary detection device acts on the manubrium sterni of the target human body; The ultrasonic detector continuously detects the target human body vibrated by the nodule auxiliary detection device in real time, generates and sends the second color Doppler ultrasound image to the nodule auxiliary detection device; After receiving the second color Doppler ultrasound image, the nodule auxiliary detection device performs image analysis on the second color Doppler ultrasound image. When it detects the imaging of solid nodules in the second color Doppler ultrasound image, it sends a prompt message to the ultrasonic detector; After receiving the prompt message, the ultrasonic detector calibrates the contour of the imaging of solid nodules in the second color Doppler ultrasound image. After this detection is completed, it sends a standby instruction to the nodule auxiliary detection device.
2. The system according to claim 1, wherein The step that if no imaging of solid nodules is determined at the current vibration frequency, the vibration frequency of the vibration generator is increased by a first increment every first preset time interval specifically includes: Obtaining the third color Doppler ultrasound image of the ultrasonic detector through the Bluetooth protocol within the first preset time interval, and performing image analysis on the third color Doppler ultrasound image to determine the imaging of solid nodules; If it is determined that there is imaging of solid nodules in the third color Doppler ultrasound image, the vibration frequency of the vibration generator is stabilized at the current vibration frequency; If there is still no imaging of solid nodules in the third color Doppler ultrasound image, the vibration frequency of the vibration generator continues to be increased by the first increment.
3. The system according to claim 2, wherein If there is still no imaging of solid nodules in the third color Doppler ultrasound image, the vibration frequency of the vibration generator continues to be increased by the first increment, specifically including: If there is no imaging of solid nodules in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image does not exceed the clutter density upper limit, the vibration frequency of the vibration generator continues to be increased by the first increment; If there is no solid nodule imaging in the third color Doppler ultrasound image and the dynamic clutter density in the third color Doppler ultrasound image exceeds the upper limit of the clutter density, a prompt that there is no solid nodule in the target human body is sent to the ultrasound detector; After a second preset time period, the vibration generator is turned off and the device switches to the standby state.
4. The system according to claim 3, wherein The dynamic clutter density is the ratio of the clutter imaging area to the area of the region of interest in the third color Doppler ultrasound image.
5. A nodule auxiliary detection device for the auxiliary detection system of breast solid nodules based on ultrasonic Doppler according to any one of claims 1-4, characterized in that, It includes: A Bluetooth module for data transmission with the ultrasound detector; A vibration generator for generating vibrations at a preset frequency; A processor for, in response to a power-on instruction, sending a Bluetooth connection request to the ultrasound detector, where the power-on instruction is triggered after the ultrasound detector switches to the color Doppler mode after detecting at least one hypoechoic area in the B-mode ultrasound, adding color Doppler information to the black-and-white B-mode ultrasound image, and generating an initial color Doppler ultrasound image; After the Bluetooth connection is successful, obtain the initial color Doppler ultrasound image generated by the ultrasound detector, start and control the vibration generator to vibrate to interfere with the Doppler false color of the ultrasound detector; Receive the second color Doppler ultrasound image and perform image analysis on the second color Doppler ultrasound image, where the second color Doppler ultrasound image is generated after the ultrasound detector detects the target human body that has been vibrated by the nodule auxiliary detection device in real time; When it is detected that the second color Doppler ultrasound image includes solid nodule imaging, a prompt message is sent to the ultrasound detector.
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