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

Ni et al., 2014 - Google Patents

Standard plane localization in ultrasound by radial component model and selective search

Ni et al., 2014

Document ID
3634946707816404148
Author
Ni D
Yang X
Chen X
Chin C
Chen S
Heng P
Li S
Qin J
Wang T
Publication year
Publication venue
Ultrasound in medicine & biology

External Links

Snippet

Acquisition of the standard plane is crucial for medical ultrasound diagnosis. However, this process requires substantial experience and a thorough knowledge of human anatomy. Therefore it is very challenging for novices and even time consuming for experienced …
Continue reading at www.sciencedirect.com (other versions)

Classifications

    • 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
    • G06K9/6268—Classification techniques relating to the classification paradigm, e.g. parametric or non-parametric approaches
    • 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
    • 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
    • G06K9/4604—Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes, intersections
    • 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
    • G06K9/52—Extraction of features or characteristics of the image by deriving mathematical or geometrical properties from the whole image
    • G06K9/527—Scale-space domain transformation, e.g. with wavelet analysis
    • 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
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • 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
    • G06K9/6201—Matching; Proximity measures
    • G06K9/6202—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • 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
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268—Feature extraction; Face representation
    • G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • 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
    • G06K2209/051—Recognition of patterns in medical or anatomical images of internal organs
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • 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
    • G06K9/20—Image acquisition
    • 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
    • G06K9/00362—Recognising human body or animal bodies, e.g. vehicle occupant, pedestrian; Recognising body parts, e.g. hand

Similar Documents

Publication Publication Date Title
Ni et al. Standard plane localization in ultrasound by radial component model and selective search
Tilve et al. Pneumonia detection using deep learning approaches
Chen et al. Standard plane localization in fetal ultrasound via domain transferred deep neural networks
Wang et al. Automated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural network
Golan et al. Lung nodule detection in CT images using deep convolutional neural networks
Sridar et al. Decision fusion-based fetal ultrasound image plane classification using convolutional neural networks
Zhang et al. Detecting anatomical landmarks for fast Alzheimer’s disease diagnosis
Chen et al. Automatic fetal ultrasound standard plane detection using knowledge transferred recurrent neural networks
US8369593B2 (en) Systems and methods for robust learning based annotation of medical radiographs
Qadri et al. OP-convNet: a patch classification-based framework for CT vertebrae segmentation
US7831074B2 (en) System and method for using a similarity function to perform appearance matching in image pairs
US11701066B2 (en) Device and method for detecting clinically important objects in medical images with distance-based decision stratification
US11896407B2 (en) Medical imaging based on calibrated post contrast timing
Zhou et al. Automatic localization of solid organs on 3D CT images by a collaborative majority voting decision based on ensemble learning
Ben-Ari et al. Domain specific convolutional neural nets for detection of architectural distortion in mammograms
Maicas et al. Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
Ni et al. Selective search and sequential detection for standard plane localization in ultrasound
Ashkani Chenarlogh et al. Fast and accurate U-net model for fetal ultrasound image segmentation
Wu et al. Prostate segmentation based on variant scale patch and local independent projection
Igual et al. Automatic brain caudate nuclei segmentation and classification in diagnostic of attention-deficit/hyperactivity disorder
Krishna et al. Automated classification of common maternal fetal ultrasound planes using multi-layer perceptron with deep feature integration
Kisilev et al. Semantic description of medical image findings: structured learning approach.
US11410309B2 (en) Method, device, and computer program product for deep lesion tracker for monitoring lesions in four-dimensional longitudinal imaging
Zhao et al. Ensemble learning for the detection of facial dysmorphology
Maffei et al. Radiomics classifier to quantify automatic segmentation quality of cardiac sub-structures for radiotherapy treatment planning