An automatic segmentation method for thyroid ultrasound images based on radial basis neural network
A technology based on neural network and ultrasound images, applied in the field of automatic segmentation of thyroid ultrasound images based on radial basis neural network, can solve the time-consuming training process and other problems, achieve good classification effect, high discrimination ability, and improve performance
Active Publication Date: 2022-05-24
SOUTH CHINA UNIV OF TECH
3 Cites 0 Cited by
AI-Extracted Technical Summary
Problems solved by technology
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreAbstract
The invention discloses an automatic segmentation method of thyroid ultrasound images based on radial basis neural network. The method includes the following steps: (1) preprocessing the original thyroid ultrasound image; (2) feature extraction; (3) using the features extracted in step (2) to construct a radial basis neural network, and using the constructed neural network The network performs image segmentation; (4) performs region restoration on the segmented thyroid region. The segmentation result obtained by the invention is accurate, the segmentation process does not need manual participation, and the automatic segmentation of thyroid ultrasound images is truly realized.
Application Domain
Technology Topic
Image
Examples
- Experimental program(1)
Example Embodiment
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more PUM


Description & Claims & Application Information
We can also present the details of the Description, Claims and Application information to help users get a comprehensive understanding of the technical details of the patent, such as background art, summary of invention, brief description of drawings, description of embodiments, and other original content. On the other hand, users can also determine the specific scope of protection of the technology through the list of claims; as well as understand the changes in the life cycle of the technology with the presentation of the patent timeline. Login to view more.
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more Similar technology patents
Rock slice identification method, device and equipment, and storage medium
PendingCN112381131AGood classification effectSufficient training samplesCharacter and pattern recognitionNeural architecturesImage identificationData input
Owner:CHINA UNIV OF GEOSCIENCES (WUHAN)
Diabetes syndrome prediction system
PendingCN110853764AGood classification effectMedical data miningHealth-index calculationPrediction systemDiabetic care
Owner:CHENGDU UNIV OF TRADITIONAL CHINESE MEDICINE
Method for extracting ground object spatial distribution positions based on multi-source remote sensing data
PendingCN111444835AGood classification effectHigh precisionScene recognitionImage resolutionSensing data
Owner:贵阳欧比特宇航科技有限公司
An image classification method based on differential privacy and hierarchical correlation propagation
ActiveCN109034228AGood classification effectCharacter and pattern recognitionNeural architecturesClassification resultData security
Owner:SHAANXI NORMAL UNIV
Remote sensing image classification method based on capsule network
PendingCN111598140AGood classification effectSimple structureScene recognitionNeural architecturesNetwork modelTest set
Owner:YUNNAN POWER GRID CO LTD ELECTRIC POWER RES INST
Classification and recommendation of technical efficacy words
- Improve identification
- Good classification effect
Compensating recipients of calls
InactiveUS6996216B2Improve identificationMemory loss protectionTelephonic communicationTelecommunicationsPayment
Owner:IBM CORP
Identification of updated files for incremental backup
InactiveUS7266574B1Improve performanceImprove identificationData processing applicationsDigital data processing detailsClient-sideDatabase application
Owner:EMC IP HLDG CO LLC
Method of improving component carrier identification in a random access procedure in a wireless communication system and related communication device
InactiveUS20100322096A1Improve identificationError preventionTransmission systemsCarrier signalPreamble
Owner:HTC CORP
Tape cartridge format identification in a single reel tape handling device
InactiveUS6918554B2Improve identificationReduce damagePicture changing apparatusAccessories for auxillary signalsEngineeringMagnetic tape
Owner:QUANTUM CORP
Method and device for reorganizing electronic file information
ActiveCN104361018AImprove identificationReduce duplication of effortSemi-structured data mapping/conversionSpecial data processing applicationsElectronic documentDigital document
Owner:李名选 +4