47 results about "Breast disease" patented technology

The invention discloses a breast disease corpus construction method based on a BioClinicalBERT model, through a breast MRI corpus construction method, in combination with man-machine collaborative labeling and an advanced self-supervised learning technology, discriminative features are extracted from a breast MRI image, and through calculation of multistage similarity, the accuracy and efficiency of breast MRI diagnosis are effectively improved. Powerful support is provided for early diagnosis and treatment of breast diseases, and meanwhile the wide application potential in other medical image analysis and diagnosis fields is shown due to the universality. And when the method is applied to the case text standardization method, the case texts not only contain accurate structured tags and medical image information, but also have high readability and understandability. A doctor can quickly browse the medical record text and accurately obtain key information, so that diagnosis and treatment decisions can be more efficiently made.

The invention provides a tumor real-time tracking and benign and malignant detection method based on a mammary gland ultrasonic video, and the method comprises the steps: collecting the mammary gland ultrasonic video in real time, and inputting the mammary gland ultrasonic video into an UltraNet basic detector to generate a detection result of each frame of ultrasonic image; calculating a similarity probability matrix Si, j to reflect the similarity between the ith target and the jth target; performing cascade matching on the target based on the similarity probability matrix Si, j to form a target track pipeline Ti; and carrying out confidence coefficient updating and bounding box position updating on the detection result in each target track pipeline Ti, and finally outputting a breast lesion detection result of each frame of ultrasonic image. The tumor real-time tracking and benign and malignant detection method based on the breast ultrasonic video has the advantages of high calculation efficiency, high precision and strong robustness, can assist a doctor in accurately positioning a focus and performing diagnosis, and is beneficial to early discovery of breast diseases.

The invention discloses intelligent wearable equipment for breast health monitoring and a data analysis system and method. The equipment comprises a plurality of wearable ultrasonic patches, a wireless communication module, a signal processing and control unit and a power management module. The data analysis system comprises a data acquisition system, a data transmission system, a data processing and analysis system and a user interaction system, and the data acquisition system is used for acquiring ultrasonic images of mammary tissue and physiological parameters of a mammary area; the data processing and analysis system comprises a data preprocessing module, a feature extraction module and a multi-modal deep learning algorithm module, data preprocessing, feature extraction and data fusion are achieved, and the user interaction system comprises a data visualization system and an early warning notification module. According to the invention, ultrasonic images and various physiological parameters of the mammary gland can be collected in real time, long-term, repeatable and non-invasive monitoring can be carried out on the mammary gland tissue, and early warning and risk assessment of mammary gland diseases can be realized.

A magnetic resonance imaging-guided high-intensity focused ultrasound (MRI-HIFU) treatment system and a usage method. The MRI-HIFU treatment system comprises an ultrasound probe, a breast robotic arm and a radio-frequency transceiving device, wherein the breast robotic arm is mounted on the radio-frequency transceiving device, and a free end of the breast robotic arm is connected to the ultrasound probe; and the ultrasound probe extends into the radio-frequency transceiving device and is arranged towards the inside of the radio-frequency transceiving device. The present invention solves the problem in the prior art of the lack of treatment systems using MRI-HIFU technology for treating breast diseases, implements the effective application of MRI-HIFU technology in breast treatment, and has relatively high safety and feasibility.

The invention relates to the technical field of data processing, in particular to a knowledge graph-driven mastopathy rehabilitation training intelligent decision-making method and a knowledge graph-driven mastopathy rehabilitation training intelligent decision-making system. Comprising the following steps: acquiring a current recovery state data set of a patient, extracting a dynamic perception variable group, and determining an individualized recovery trend vector; boundary division and weight adjustment are carried out according to the recovery trend vector, a trigger condition set is generated, and a proper training starting point is judged by combining a pre-established knowledge base matching decision support rule; if the monitoring requirement is met, activating a trigger mechanism to generate a preliminary scheme signal, and fusing individual difference data to determine a final rehabilitation training starting instruction; the instruction sequence is adjusted, the precision is verified through feedback circulation, and finally a precise rehabilitation training scheme is generated through optimization. The problems that an existing rehabilitation training scheme is insufficient in individuation and inaccurate in starting time are solved, dynamic adjustment based on the real-time recovery state of the patient and individual differences is achieved, and precise starting and optimization of rehabilitation training are ensured.

The invention discloses a folding type clamping device, relates to the technical field of medical instruments, and is suitable for working channels of superfine endoscopes such as a breast duct endoscope. The clamping device comprises a clamping assembly, a transmission assembly, a limiting assembly and an operation assembly. The clamping assembly comprises a metal pipe body and an integrally-formed retractable net basket structure, the transmission assembly is a traction steel wire with the front end connected with the net basket structure, the limiting assembly limits the stroke of the traction steel wire through a bridge type metal pipe and a movable pin, and the operation assembly drives the traction steel wire to move. The mesh basket structure is in a closed state without external force and can be inserted into an endoscope channel; after the tissue leaves the channel, the operation assembly drives the traction steel wire to control the net basket to open and close to clamp the tissue in combination with visual observation. The device is made of medical stainless steel, is a disposable sterilized product and can be used after being disassembled. The device breaks through the sampling bottleneck of a superfine endoscope, sampling is stable and safe, early diagnosis of breast diseases is assisted, and the clinical value of the endoscope is improved.

Digital breast tomosynthesis (DBT) may provide richer information than full-field digital mammography (FFDM). DBT data such as DBT slices may be processed based on deep learning techniques such as using a neural network, and the DBT slices may be divided into groups and a pre-determined number of representative images may be derived based on the grouping. The neural network may be configured to process the representative images to predict the presence or non-presence of a breast disease such as breast cancer.

The invention relates to the technical field of mastopathy medicines, and discloses a traditional Chinese medicine patch for treating breast nodules and a preparation process thereof. The traditional Chinese medicine patch comprises the following raw materials: safflower, pollen typhae, caulis spatholobi, angelica sinensis, trogopterus dung, lumbricus, gastrodia elata, pseudo-ginseng, cassia twig, thunberg fritillary bulb, frankincense, endothelium corneum gigeriae galli, rhizoma atractylodis, platycodon grandiflorum, curcuma zedoary, radix semiaquilegiae, radix bupleuri and salvia miltiorrhiza. Through reasonable compatibility of the raw materials and effective extraction of the active ingredients of the traditional Chinese medicines, the effects of the raw materials can be maximized, all the components have a synergistic effect, the permeability is high, the efficacy is lasting, and the traditional Chinese medicine preparation has the effects of soothing liver and regulating qi, promoting blood circulation to remove meridian obstruction, eliminating stasis and dissipating binds, clearing heat and dispelling wind, and nourishing yin and relieving pain; the traditional Chinese medicine composition has obvious curative effects on various breast diseases such as breast nodules, hyperplasia of mammary glands, pains, lumps and the like, the nodules disappear, and the mammary glands basically have no pains and uncomfortable symptoms.

1. Name of the Design Product: Portable Light Scattering Breast Diagnosis System (DOD-02D). 2. Use of the Design Product: The design product is used for medical device equipment to perform imaging examinations on the breast, provide breast images for breast cancer screening and diagnosis, and can also be used for the diagnosis of other breast diseases. 3. Design Key Points of the Design Product: Lies in the overall shape of the product. 4. Picture or Photo that Best Illustrates the Design Key Points: Perspective View 1.

The invention relates to the technical field of mastopathy drugs, in particular to a traditional Chinese medicine composition, a preparation method thereof and application of the traditional Chinese medicine composition in treatment of breast cancer. The traditional Chinese medicine composition is prepared from the following raw materials: radix astragali, cortex moutan, cortex cinnamomi, radix sophorae flavescentis, semen plantaginis, herba ephedrae, rhizoma chuanxiong, spica prunellae, fructus cnidii, semen cuscutae, radix angelicae sinensis, wine-processed fructus ligustri lucidi, radix rehmanniae preparata, rhizoma atractylodis The traditional Chinese medicine composition is reasonable in compatibility of various raw materials, can generate a synergistic effect, has a good treatment effect on breast cancer, treats both symptoms and root causes, combines purgation and tonification, can strengthen the body resistance to eliminate pathogenic factors, reduces toxicity and improves the effect, has a definite drug effect, reduces the possibility of tumor metastasis, enhances the immunity of the organism, and improves the living quality and survival rate of patients. According to the limited preparation method, active ingredients in the medicinal materials can be extracted to the maximum extent, pharmacological action is promoted to be played, the ingredients are natural, side effects are small, and wide application prospects are achieved.

The present invention relates to the technical field of breast measurement, and specifically discloses a breast base measurement tool, including a handle and an arc-shaped measuring sleeve sleeved on the handle; the upper part of the handle is a support rod extending obliquely upward on both sides, and the measuring sleeve is arranged on the support rod and connected to the handle through a positioning column; the measuring sleeve is divided into a left arm measurement and a right arm measurement, and a measurement positioning mark is provided on the handle or the measuring sleeve, and scale lines are respectively set along the left arm measurement and the right arm measurement with the measurement positioning mark as the starting point. The breast base measurement tool of the embodiment of the present invention can accurately measure the circumference of the female breast base and match the steel support shape that best suits the breast shape characteristics of the individual being measured by selecting different measuring sleeves for measurement, thereby making the most suitable bra and reducing the probability of breast diseases caused by wearing ill-fitting underwear.

The invention relates to the technical field of mammary gland massage physical therapy, and discloses a mammary gland disease massage physical therapy device which comprises a fixing block and two auxiliary layers, two ends of the fixing block are fixedly connected with shells, middle layers are arranged in the two shells, a plurality of second magnets are fixedly connected to the outer sides of the two middle layers, and inner layers are fixedly connected to the interiors of the two middle layers. The auxiliary layers are arranged in the shells, the side walls of the two shells are fixedly connected with a plurality of magnets I, and the outer sides of the two auxiliary layers are fixedly connected with a plurality of magnets III. According to the massage device, the middle layer is pulled by a hand to separate the first magnet from the second magnet, the inner layer is taken out from the interior of the shell, then the auxiliary layer is placed in the shell, the third magnet and the first magnet are aligned and attached, the massage bin is fixed into the shell, and meanwhile the massage bin and the inner layer can be replaced according to different disease stages through the operation; and differentiated massage modes are provided.

The invention discloses an automatic human mammary gland examination system based on a large language model combined with a six-axis robot, which can accurately understand a natural language instruction of a clinician by deeply fusing the natural language processing capability of the large language model, the high-precision motion control of the robot and an advanced medical image processing algorithm. A scanning path is automatically planned and executed, a two-dimensional ultrasonic image sequence is collected, a three-dimensional mammary gland model is reconstructed, the model is analyzed through an intelligent algorithm, and a structured clinical diagnosis report is automatically generated, so that full-chain automation of mammary gland ultrasonic scanning from intention understanding to report generation is realized; the standardization degree, efficiency and diagnosis consistency of mammary gland ultrasonic examination are remarkably improved, a reliable automatic solution is provided for early screening and precise diagnosis of mammary gland diseases, and the technical difficulties that in the prior art, due to manual operation, efficiency is low, repeatability is poor, and results depend on experience of operators are solved.

The invention discloses nucleus eliminating granules which are prepared by the following steps: adding water into 12 medicinal materials, namely selfheal, oyster, kelp, beautiful sweetgum fruit, fructus aurantii, cowherb seed, salvia miltiorrhiza, curcuma zedoary, ligusticum wallichii, white paeony root, corydalis tuber and radix bupleuri, heating, extracting, filtering, concentrating and drying to obtain medicinal powder; and sieving, adding auxiliary materials, adding a wetting agent, preparing a soft material, granulating, and drying to obtain the kernel eliminating granules. The invention further discloses a preparation method of the nucleus eliminating particles, a thin-layer chromatography identification and content determination method and application of the nucleus eliminating particles. According to the invention, the nucleus-eliminating mixture is developed into the nucleus-eliminating particles, the forming rate, the dissolution rate, the moisture absorption rate, the fluidity and the like of the nucleus-eliminating particles all meet the requirements of Chinese Pharmacopoeia, and the stability experiment result shows that the product stability is good; the curative effect of the nucleus eliminating granules on breast pain, breast nodules, hyperplasia of mammary glands and breast diseases can be achieved; doctors realize accurate medication under treatment based on syndrome differentiation, and the flexibility of adjusting prescriptions along with symptoms is guaranteed; on the other hand, more convenient carrying and taking experience can be provided for the patient.

The present invention belongs to the technical field of breast disease diagnosis, and discloses a breast coil structure and a magnetic resonance imaging device. The breast coil structure comprises: a shell, on which a cup is arranged, and there are two cups; an adjustment mechanism, and the adjustment mechanism is configured to be able to adjust the capacity of two cups at the same time; and a coil assembly, which is arranged in the cup. The breast coil structure can enlarge or reduce the cup capacity according to the size of the breast, so that small-sized breasts and large-sized breasts can have a good fit, so as to ensure that breasts of different sizes have a good signal-to-noise ratio, thereby realizing automatic matching of the scanning depth during scanning and detection. The adjustment mechanism is used to adjust the capacity of the two cups, and can cover cups of different sizes, with strong versatility. The user only needs to use one adjustment mechanism to achieve the cup of the required capacity, and the capacity of the two cups can be changed at the same time, which simplifies the operation process and is easy to use.

The invention discloses a breast disease ABUS screening system combined with a long text generation method, and the system comprises a model training module which is provided with an AI model warehouse and a model evaluation algorithm; the data collection module is used for collecting a mammary gland ultrasonic image of a subject; the labeling module is used for automatically labeling and analyzing region characteristics of the abnormal region of the image through AI or manual work, and the labeling is performed in a sketching manner; and the system auxiliary diagnosis module is used for cooperating with user interaction, associating the mark with the regional feature analysis, and rapidly positioning the regional feature analysis content through interaction with the mark. As a further improvement, the system further comprises a diagnosis report module which is used for cooperating with user interaction, temporarily storing screenshots, descriptions and marks of users and generating diagnosis reports. According to the scheme, the problem of heavy work of primary screening doctors caused by numerous mammary gland imaging data and large information amount of a patient can be solved, and the film reading quality and the screening efficiency, smoothness and accuracy are improved.

The utility model discloses a breast disease postoperative rehabilitation bolster which comprises a bolster body, hook-and-loop fasteners are bonded to the side faces of the two ends of the bolster body, shoulder supporting pads are bonded and fixed to the outer ends of the hook-and-loop fasteners, and connecting rods are fixedly installed on the right sides of the shoulder supporting pads. Through the arrangement of the shoulder supporting pad, stable and comfortable supporting can be provided for the shoulders of a patient, the pressure and fatigue feeling of the shoulders after an operation are effectively relieved, relaxation and recovery of the shoulders of the patient are promoted, through the combined structure of the connecting rod, the supporting pipe, the adjusting knob and the bottom bearing plate, the overall stability is guaranteed, and the operation is convenient. The position and angle of the bottom bearing plate can be flexibly adjusted through the adjusting knob so as to adapt to the body form and posture requirements of different patients, the arm placing frame provides a space for freely adjusting the placing position for the arms of the patients, the arms are prevented from being in an uncomfortable state for a long time, and the comfort degree of the patients lying in bed is further improved.

This application provides a breast medical image processing system and method. Digital breast tomography (DBT) can provide richer information than full-field digital mammography (FFDM). DBT data, such as DBT slices, can be processed based on deep learning techniques (such as using neural networks), and the DBT slices can be divided into groups, and a predetermined number of representative images can be derived based on these groups. The neural network can be configured to process the representative images to predict the presence or absence of breast diseases such as breast cancer.

The invention discloses an ointment composition for conditioning mammary glands and a preparation method of the ointment composition. The composition is prepared from the following raw materials in parts by mass: 5 to 50 parts of spica prunellae, 5 to 50 parts of herba hedyotidis diffusae, 50 to 200 parts of rhizoma coptidis, 50 to 200 parts of radix scutellariae, 50 to 200 parts of cortex phellodendri, 50 to 200 parts of radix astragali seu hedysari, 10 to 200 parts of radix notoginseng, 10 to 200 parts of radix angelicae sinensis, 50 to 200 parts of silkworm larva, 50 to 200 parts of semen pharbitidis, 10 to 50 parts of white lime, 10 to 50 parts of talcum powder and the like. The solid raw materials are respectively ground and sieved into powder of more than 100 meshes, the powder is mixed according to the proportion of the formula, rosa roxburghii tratt, tribulus terrestris or agilawood seed oil is added into sesame oil, and the mixture is blended with glycerin or sesame oil to prepare the ointment. The traditional Chinese medicine composition is used for conditioning mammary glands, has the effects of softening hardness to dissipate stagnation, removing blood stasis and activating collaterals, is mild in medicine property, good in permeability and free of toxic and side effects, reaches 5 mm or above of mammary glands and interstices, and is used for daily mammary gland conditioning and maintenance and mammary gland disease prevention; the composition is suitable for mammary gland syndromes such as breast pain, breast lumps, milk discharge, hyperplasia of mammary glands, mammary gland fibroma, mammary cyst, mammary nodule, plasma cell mastitis and the like.

The utility model discloses a kind of breast disease therapeutic instrument, including body, the side end surface of the body is rotatably connected with multiple rotating assemblies, the side end surface of the body is fixedly connected with multiple locking assemblies matched with rotating assembly;The side end surface of the rotating assembly is rotatably connected with first connecting assembly, the side end surface of the rotating assembly is slidably connected with first brake assembly matched with first connecting assembly;The side end surface of the first connecting assembly is rotatably connected with second connecting assembly, the side end surface of the first connecting assembly is slidably connected with second brake assembly matched with second connecting assembly;The side end of the second connecting assembly is rotatably connected with third connecting assembly, the side end of the second connecting assembly is threadedly connected with third brake assembly matched with third connecting assembly.The present breast disease therapeutic instrument can adjust the contact distance and working distance of infrared irradiation head, has high applicability, stable structure and is easy to adjust.

The present invention relates to a method for assisting in the screening of breast diseases based on mammography images, which includes: performing data preparation, including: collecting mammography images, where each piece of data contains subject information as metadata; performing data preprocessing on the collected images; performing data training on the preprocessed data, and the training includes image feature extraction, metadata feature extraction, and feature classification. The image feature extraction network outputs the first high-dimensional feature through a feature extraction network based on a transformer; the metadata feature extraction combines factors related to breast diseases, and the metadata constructs shallow features through linear regression and constructs deep features through linear regression, and outputs the second high-dimensional feature; the first high-dimensional feature and the second high-dimensional feature are spliced together, and after feature classification, a breast disease classification model is obtained; the subject is taken a mammography image, and then it is input into the breast disease classification model to obtain the health status of the subject's breast and the confidence level of the corresponding result.

The invention discloses a breast nodule detection method and system based on ultrasonic medicine, and the method comprises the steps: firstly obtaining breast ultrasonic video data, and carrying out the preprocessing of interception, zooming, sampling, screening, enhancement and the like; 18 layers of ResNet18 are adopted for feature extraction, a linear classification network and an attention selection network are combined, and a detection model is constructed through optimization of a cross entropy and a center loss function. The system is correspondingly provided with a feature extraction module, a linear classification module and the like. And finally, to-be-tested video data are input into the model, so that whether breast nodules exist or not and the result of benign and malignant nodules can be quickly obtained, and efficient and accurate assistance is provided for breast disease diagnosis.

The invention discloses a 3D super-breathable bra, which mainly adopts PET / EAC thermoplastic elastomer material and combines advanced thermal forming technology to realize comprehensive improvement of breathability, comfort, fitness and environmental protection property of the bra. According to the product, the problems of stuffiness, unsmooth perspiration, poor fitness and the like of a traditional bra are effectively solved through the multi-layer latticed design and the application of the real silk material, and meanwhile, the personalized design of the bra and the selection of the environment-friendly material respond to the pursuit of modern consumers for healthy life and sustainable development. The technical scheme is not only suitable for a wide range of people, but also optimized according to different age groups and body types, and aims to reduce the risk of female breast diseases and improve the daily wearing experience of women.

The invention discloses a liquid medicine for conditioning breast diseases. The liquid medicine comprises the following raw materials by weight: 12-22 g of garden burnet; 15 to 25 g of prunella vulgaris; 17 to 27g of seaweed; and 14-24g of fructus liquidambaris. The raw materials of the medicine liquid for conditioning breast diseases are medicinal and edible or traditional Chinese medicinal materials, so that the medicine liquid is small in side effect and suitable for long-term conditioning; the traditional Chinese medicine composition has a direct treatment effect on hyperplasia of mammary glands and breast distending pain before menstruation, and can be used as a mild auxiliary conditioning means for more serious mammary gland diseases.

The utility model discloses a breast physiotherapy heating constant temperature device, which comprises a cloth bag structure, four-piece powder medicine, a heating system and a thermal insulation layer, the four-piece powder medicine is arranged in the cloth bag structure, the heating system is arranged in the cloth bag structure and can heat the four-piece powder, and the thermal insulation layer is arranged in the cloth bag structure. And the heat insulation layer is arranged on one side, far away from the four-component powder medicine, of the cloth bag structure. The device has the advantages of being simple in structure, convenient to use, safe, reliable and the like, breast diseases can be effectively treated, the treatment effect of traditional Chinese medicine can be better exerted through the mode that hot compress and medicine effects are combined, and the pertinence and effectiveness of treatment are improved; the heat insulation layer is arranged in the cloth bag structure, heat can be insulated on one side of the cloth bag structure, and the problems of scalding and the like in the using process can be prevented; the cloth bag structure is of an annular structure with a through hole in the middle, the breast anatomical structure is met, the cloth bag is attached to the breasts at multiple angles, and the use curative effect and the patient experience are improved.

The invention provides a breast cancer affected limb functional exercise and evaluation device, which relates to the technical field of medical equipment and comprises an exercise auxiliary device, a central control unit and an evaluation management platform, the exercise assisting device comprises a supporting body, a traction module and an arm fixing mechanism. The traction module and the arm fixing mechanism are both arranged on the supporting body. The central control unit is arranged on the exercise assisting device, and the central control unit is used for detecting the exercise posture and state information of the patient, carrying out multifunctional safety reminding and controlling the traction module to carry out auxiliary traction training; the evaluation management platform is connected with the central control unit, and the evaluation management platform is used for obtaining historical exercise data of the patient, conducting periodic analysis on the historical exercise data, evaluating the rehabilitation exercise degree of the patient and sending a rehabilitation training scheme to the central control unit. And exercise data are recorded, so that the rehabilitation training quality and efficiency of breast diseases are improved.

Disclosed herein are systems, media, and methods for processing and aligning breast images and uses thereof. The processes disclosed herein may be used to diagnose, predict, and monitor the status or outcome of breast density masking, and breast cancer in a subject, and methods of treating the same.

The invention discloses six-effect synergistic meridian conditioning multifunctional underwear and a preparation method thereof. The underwear is rich in nano tourmaline-tourmaline composite fibers, Fe-Ga magnetostrictive fibers, silver ion-VC composite microcapsules, germanium-silver ions, chitosan with the deacetylation degree larger than or equal to 90%, NaBH4, sodium alginate and the like. The preparation method comprises the following steps: preparing a silver ion-VC composite microcapsule with a core-shell structure, carrying out high-pressure homogenization, ultrasonic treatment and hot-pressing treatment, and stacking all functional layers. The six-effect cooperation of far infrared physiotherapy, negative ion release, magnet therapy, antibiosis, antioxidation and bioelectric regulation is realized, and the effects of promoting meridian dredging circulation, lymphatic detoxification and prevention of breast diseases caused by unsmooth circulation can be achieved; the effects are achieved, and meanwhile the effects of assisting in internal regulation, weight losing, fat reducing, groin detoxification, aging resistance, oxidation resistance, bacteriostasis, bacteria resistance, peculiar smell removal and maintenance can be achieved. The limitation of a single function is broken through, and the meridian conditioning accuracy and the function long-term effect are improved.

The invention provides a diagnostic reagent and method for early discovery of breast nodules based on serum GRP detection. The reagent comprises a GRP standard substance, a GRP primary antibody, a buffer solution, a developing solution and a stop solution, the GRP level in serum is detected through enzyme-linked immunosorbent assay (ELISA), and the reagent is used for screening breast benign nodules and early breast cancer. By collecting a serum sample, detecting the GRP concentration and comparing the GRP concentration with a healthy control group, existence of breast nodules is judged, and the kit has high sensitivity and specificity, is particularly suitable for early-stage cases without obvious anomalies in imaging, and provides an efficient tool for non-invasive diagnosis of breast diseases. The diagnostic reagent is easy and convenient to operate, short in detection time and suitable for clinical large-scale screening, the method is combined with correlation analysis of the GRP level and the nodule volume, benign nodules, early breast cancer and advanced breast cancer can be effectively distinguished, a basis is provided for disease prognosis evaluation, the accuracy of early discovery of breast nodules is remarkably improved, and the clinical application prospect is wide. And an important reference is provided for formulating a treatment scheme.

The present invention relates to a kind of real-time detection and breast disease auxiliary analysis method based on breast ultrasound imaging, including: collecting video data during breast ultrasound examination, pre-processing the video data, inputting it into the yolov5 network for training, and obtaining a real-time detection model; according to the obtained real-time detection model, screening out breast lesion images for each case, and pre-processing, training a multi-view breast disease classification model based on the EfficientNetV2-L network; forming a real-time video with the echo of real-time detection of breast disease, inputting it into the real-time detection model, and outputting a lesion map with a confidence greater than a threshold; for the existence of a suspicious lesion map, reminding the size of the lesion, and outputting a prediction report if there is no lesion; inputting the lesion picture into the breast disease classification model, predicting the type and confidence of breast disease, and outputting relevant information. The present invention can assist doctors in the screening of breast lesions, and improves diagnostic efficiency and accuracy.