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

Akkasaligar et al., 2018 - Google Patents

Analysis of polycystic kidney disease in medical ultrasound images

Akkasaligar et al., 2018

View PDF
Document ID
4820230086616833672
Author
Akkasaligar P
Biradar S
Publication year
Publication venue
International Journal of Medical Engineering and Informatics

External Links

Snippet

The growth of kidney diseases has gradually increased in recent years. Ultrasound imaging provides the internal structure of the body to detect eventually diseases or abnormal tissues non-invasively. Segmentation of required region in ultrasound images is one of the …
Continue reading at www.academia.edu (PDF) (other versions)

Classifications

    • 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
    • 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
    • G06T2207/30048—Heart; Cardiac
    • 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
    • G06T2207/10088—Magnetic resonance imaging [MRI]
    • 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
    • G06T2207/30101—Blood vessel; Artery; Vein; Vascular
    • 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
    • G06T2207/20112—Image segmentation details
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6267—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00—Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K2209/05—Recognition of patterns in medical or anatomical images

Similar Documents

Publication Publication Date Title
JP7383010B2 (en) Medical image recognition method and system, model training method, computer device, and program
CN102934126A (en) Microcalcification detection and classification in radiographic images
Vukadinovic et al. Segmentation of the outer vessel wall of the common carotid artery in CTA
Qiu et al. Lung Nodules Detection in CT Images Using Gestalt‐Based Algorithm
GB2605391A (en) Medical Image Analysis Using Neural Networks
CN113643279A (en) Pulmonary nodule detection equipment and device based on CT (computed tomography) image and storage medium
Khan et al. Detection of kidney stone using digital image processing: a holistic approach
Akkasaligar et al. Analysis of polycystic kidney disease in medical ultrasound images
CN112862786B (en) CTA image data processing method, device and storage medium
CN112862785B (en) CTA image data identification method, device and storage medium
CN112862787B (en) CTA image data processing method, device and storage medium
Jabbar et al. Liver fibrosis detection and classification for shear wave elastography (SWE) images based on convolutional neural network (CNN)
Amritha et al. Liver tumor segmentation and classification using deep learning
Złahoda-Huzior et al. Automatic aorta and left ventricle segmentation for TAVI procedure planning using convolutional neural networks
Humady et al. Efficient liver segmentation with 3D CNN using computed tomography scans
Gu et al. Novel multistage three-dimensional medical image segmentation: Methodology and validation
Pawar et al. Detection and Segmentation of Kidney from Ultrasound Image Using GVF
Alzahrani Convolutional Neural Networks for Breast Ultrasound Image Segmentation
Thombre et al. Deep learning model for the brain tumour detection and classification
Jaenputra et al. Heart Disease Detection from PSAX Echocardiography View using Ultrasound Portable Based on Machine Learning Method
Huang et al. 3D shape decomposition and comparison for gallbladder modeling
Oria Computational Intelligence for Abdominal Aortic Aneurysm Imaging Analysis
Lee et al. Deep Learning Techniques for Ultrasound Image Enhancement and Segmentation
da Silva Segmentation of Cardiac Tissue in CT for Coronary Artery Disease Screening
Gomalavalli et al. Feature Extraction of kidney Tumor implemented with Fuzzy Inference System