[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Chalida Aphinives et al., 2021 - Google Patents

Artificial Intelligence Development for Detecting Microcalcification within Mammography

Chalida Aphinives et al., 2021

View PDF
Document ID
11407673332210153379
Author
Chalida Aphinives M
Potchavit Aphinives M
Supajit Nawapan M
Publication year
Publication venue
Journal of the Medical Association of Thailand

External Links

Snippet

Background: Artificial Intelligence (AI) is the recently advanced technology in machine learning that is increasingly used to help radiologists, especially when working in arduous conditions. Microsoft Corporation offered a free-trial service called Custom Vision to develop …
Continue reading at www.researchgate.net (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00—Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/30—Medical informatics, i.e. computer-based analysis or dissemination of patient or disease data
    • G06F19/32—Medical data management, e.g. systems or protocols for archival or communication of medical images, computerised patient records or computerised general medical references
    • G06F19/321—Management of medical image data, e.g. communication or archiving systems such as picture archiving and communication systems [PACS] or related medical protocols such as digital imaging and communications in medicine protocol [DICOM]; Editing of medical image data, e.g. adding diagnosis information
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00—Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/30—Medical informatics, i.e. computer-based analysis or dissemination of patient or disease data
    • G06F19/34—Computer-assisted medical diagnosis or treatment, e.g. computerised prescription or delivery of medication or diets, computerised local control of medical devices, medical expert systems or telemedicine
    • G06F19/345—Medical expert systems, neural networks or other automated diagnosis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00—Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/30—Medical informatics, i.e. computer-based analysis or dissemination of patient or disease data
    • G06F19/32—Medical data management, e.g. systems or protocols for archival or communication of medical images, computerised patient records or computerised general medical references
    • G06F19/322—Management of patient personal data, e.g. patient records, conversion of records or privacy aspects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10116—X-ray image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for a specific business sector, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/22—Health care, e.g. hospitals; Social work
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30244—Information retrieval; Database structures therefor; File system structures therefor in image databases
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformation in the plane of the image, e.g. from bit-mapped to bit-mapped creating a different image
    • G06T3/0031—Geometric image transformation in the plane of the image, e.g. from bit-mapped to bit-mapped creating a different image for topological mapping of a higher dimensional structure on a lower dimensional surface
    • G06T3/0037—Reshaping or unfolding a 3D tree structure onto a 2D plane

Similar Documents

Publication Publication Date Title
US10832467B2 (en) Method and system for rule based display of sets of images using image content derived parameters
Weikert et al. Assessment of a deep learning algorithm for the detection of rib fractures on whole-body trauma computed tomography
US11669969B2 (en) Method and system for rule based display of sets of images using image content derived parameters
Giger et al. Computer-aided diagnosis
Wang et al. Detection and classification of mandibular fracture on CT scan using deep convolutional neural network
Meng et al. A fully automated rib fracture detection system on chest CT images and its impact on radiologist performance
US11488306B2 (en) Immediate workup
US8031917B2 (en) System and method for smart display of CAD markers
CN103222876B (en) Medical image-processing apparatus, image diagnosing system, computer system and medical image processing method
JP2015529108A (en) Automatic detection and retrieval of previous annotations associated with image material for effective display and reporting
WO2011094639A2 (en) Methods and systems for analyzing, prioritizing, visualizing, and reporting medical images
US20190150870A1 (en) Classification of a health state of tissue of interest based on longitudinal features
US12136164B2 (en) Method and system for rule based display of sets of images using image content derived parameters
Kim et al. Applications of artificial intelligence in the thorax: a narrative review focusing on thoracic radiology
Abdikerimova et al. Detection of chest pathologies using autocorrelation functions
Zhang et al. Deep learning system assisted detection and localization of lumbar spondylolisthesis
Chalida Aphinives et al. Artificial Intelligence Development for Detecting Microcalcification within Mammography
Velayuthapandian et al. Mammogram data analysis: Trends, challenges, and future directions
Clancy et al. Machine learning for the prediction of pathologic pneumatosis intestinalis
Chen et al. The Classification of Lumbar Spondylolisthesis X-Ray Images Using Convolutional Neural Networks
Louis et al. Time-to-event learning paradigm as a generalized approach to estimate risk of breast cancer using image-based deep learning models
Liu et al. Using Convolutional Neural Networks for the Classification of Suboptimal Chest Radiographs
JP2024044922A (en) Information processing device, information processing method, and information processing program
JP2024044921A (en) Information processing device, information processing method, and information processing program
Reeves et al. New directions in spiral CT image processing and computer-aided diagnosis