Fully automatic tumor segmentation of breast ultrasound images with deep learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13863
Abstract: Abstract Background Breast ultrasound (BUS) imaging is one of the most prevalent approaches for the detection of breast cancers. Tumor segmentation of BUS images can facilitate doctors in localizing tumors and is a necessary step… read more here.
Keywords: breast ultrasound; fully automatic; tumor segmentation; bus ... See more keywords
Invited Discussion on: “The value of Capsule thickness on breast ultrasound as indicator of the severity of capsular contracture and its correlation to the Baker Classification” by Jae Hong Kim et al.
Sign Up to like & getrecommendations! Published in 2021 at "Aesthetic Plastic Surgery"
DOI: 10.1007/s00266-021-02598-5
Abstract: Level of Evidence V This journal requires that authors assign a level of evidence to each article. For a full description of these evidence-based medicine ratings, please refer to the Table of read more here.
Keywords: invited discussion; breast ultrasound; discussion value; capsule thickness ... See more keywords
A novel breast ultrasound image automated segmentation algorithm based on seeded region growing integrating gradual equipartition threshold
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-07884-8
Abstract: Automatic breast ultrasound (BUS) lesions segmentation based on seeded region growing (SRG) algorithm needs to solve two critical procedures: automatic selection of seed points and the segmentation threshold without manual intervention. For the former procedure,… read more here.
Keywords: seeded region; seed; breast ultrasound; segmentation ... See more keywords
A method for segmentation of tumors in breast ultrasound images using the variant enhanced deep learning
Sign Up to like & getrecommendations! Published in 2021 at "Biocybernetics and Biomedical Engineering"
DOI: 10.1016/j.bbe.2021.05.007
Abstract: Abstract Background Breast cancer is a deadly disease responsible for statistical yearly global death. Identification of cancer tumors is quite tasking, as a result, concerted efforts are thus devoted. Clinicians have used ultrasounds as a… read more here.
Keywords: breast ultrasound; variant enhanced; method; bus images ... See more keywords
Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2021.106018
Abstract: BACKGROUND AND OBJECTIVE The capability of deep learning radiomics (DLR) to extract high-level medical imaging features has promoted the use of computer-aided diagnosis of breast mass detected on ultrasound. Recently, generative adversarial network (GAN) has… read more here.
Keywords: radiomics model; breast ultrasound; breast; semi supervised ... See more keywords
Utility of routine use of breast ultrasound following contrast-enhanced spectral mammography.
Sign Up to like & getrecommendations! Published in 2018 at "Clinical radiology"
DOI: 10.1016/j.crad.2018.05.031
Abstract: AIM To evaluate whether breast ultrasound (US) is routinely indicated following contrast-enhanced spectral mammography (CESM). MATERIALS AND METHODS Consecutive screening and diagnostic CESM examinations with concurrent breast US were collected retrospectively (May 2012 to February… read more here.
Keywords: cesm; breast ultrasound; suspicious appearing; following contrast ... See more keywords
Impact of radiomics on the breast ultrasound radiologist's clinical practice: From lumpologist to data wrangler.
Sign Up to like & getrecommendations! Published in 2020 at "European journal of radiology"
DOI: 10.1016/j.ejrad.2020.109197
Abstract: OBJECTIVE The study aims to assess the impact of radiomics in the clinical practice of breast ultrasound, to determine which lesions are undetermined by the software, and to discuss the future of the radiologist's role.… read more here.
Keywords: breast ultrasound; clinical practice; radiologist; impact ... See more keywords
Classification of breast ultrasound with human-rating BI-RADS scores using mined diagnostic patterns and optimized neuro-network
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.104
Abstract: Abstract Breast ultrasound (BUS) is a powerful screening tool for examination of breast lesions. Recently, research attention has been paid to combining doctor’s opinions and machine learning technology to build up a better computer-aided diagnosis… read more here.
Keywords: breast ultrasound; diagnostic patterns; rating rads; rads scores ... See more keywords
Breast cancer detection in automated 3D breast ultrasound using iso‐contours and cascaded RUSBoosts
Sign Up to like & getrecommendations! Published in 2017 at "Ultrasonics"
DOI: 10.1016/j.ultras.2017.04.008
Abstract: HIGHLIGHTSA new method based on iso‐contours has been proposed for mass candidate detection.Optimized Bayesian Non‐Local Mean (OBNLM) filter improves the detection rate.A novel ensemble classification based on RUSBoost classifier has been presented.This system achieved region‐based… read more here.
Keywords: detection; iso contours; breast; breast ultrasound ... See more keywords
Best Practice Guideline - DEGUM Recommendations on Breast Ultrasound - Part I - Examination technique, DEGUM ultrasound criteria, and documentation.
Sign Up to like & getrecommendations! Published in 2021 at "Ultraschall in der Medizin"
DOI: 10.1055/a-1634-5021
Abstract: For many years, breast ultrasound has been used in addition to mammography as an important method for clarifying breast findings. However, differences in the interpretation of findings continue to be problematic 1 2. These differences… read more here.
Keywords: degum; best practice; breast ultrasound; ultrasound criteria ... See more keywords
Analysis of background parenchymal echogenicity on breast ultrasound
Sign Up to like & getrecommendations! Published in 2017 at "Medicine"
DOI: 10.1097/md.0000000000007850
Abstract: Abstract The purpose of this study was to analyze the background parenchymal echotexture (BP echo) on breast ultrasound in detail and to evaluate the relation BP echo with menopausal status. In addition, we correlated BP… read more here.
Keywords: mgd; breast ultrasound; bpe; background parenchymal ... See more keywords