Med Biol Eng Comput - A review of ultrasound common carotid artery image and video segmentation techniques.


{ imag(2675) segment(2577) method(1081) }
{ design(1359) user(1324) use(1319) }
{ motion(1329) object(1292) video(1091) }
{ research(1085) discuss(1038) issu(1018) }
{ imag(2830) propos(1344) filter(1198) }
{ treatment(1704) effect(941) patient(846) }
{ measur(2081) correl(1212) valu(896) }
{ can(981) present(881) function(850) }
{ method(1969) cluster(1462) data(1082) }
{ sequenc(1873) structur(1644) protein(1328) }
{ network(2748) neural(1063) input(814) }
{ chang(1828) time(1643) increas(1301) }
{ control(1307) perform(991) simul(935) }
{ decis(3086) make(1611) patient(1517) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ howev(809) still(633) remain(590) }
{ blood(1257) pressur(1144) flow(957) }
{ data(2317) use(1299) case(1017) }
{ group(2977) signific(1463) compar(1072) }
{ process(1125) use(805) approach(778) }
{ imag(1947) propos(1133) code(1026) }
{ error(1145) method(1030) estim(1020) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ featur(1941) imag(1645) propos(1176) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ system(1050) medic(1026) inform(1018) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ spatial(1525) area(1432) region(1030) }
{ model(3480) simul(1196) paramet(876) }
{ ehr(2073) health(1662) electron(1139) }
{ gene(2352) biolog(1181) express(1162) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ drug(1928) target(777) effect(648) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ model(2220) cell(1177) simul(1124) }
{ method(984) reconstruct(947) comput(926) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ studi(1410) differ(1259) use(1210) }
{ perform(999) metric(946) measur(919) }
{ import(1318) role(1303) understand(862) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ studi(1119) effect(1106) posit(819) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ activ(1452) weight(1219) physic(1104) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }


The determination of the wall thickness [intima-media thickness (IMT)], the delineation of the atherosclerotic carotid plaque, the measurement of the diameter in the common carotid artery (CCA), as well as the grading of its stenosis are important for the evaluation of the atherosclerosis disease. All these measurements are also considered to be significant markers for the clinical evaluation of the risk of stroke. A number of CCA segmentation techniques have been proposed in the last few years either for the segmentation of the intima-media complex (IMC), the lumen of the CCA, or for the atherosclerotic carotid plaque from ultrasound images or videos of the CCA. The present review study proposes and discusses the methods and systems introduced so far in the literature for performing automated or semi-automated segmentation in ultrasound images or videos of the CCA. These are based on edge detection, active contours, level sets, dynamic programming, local statistics, Hough transform, statistical modeling, neural networks, and an integration of the above methods. Furthermore, the performance of these systems is evaluated and discussed based on various evaluation metrics. We finally propose the best performing method that can be used for the segmentation of the IMC and the atherosclerotic carotid plaque in ultrasound images and videos. We end the present review study with a discussion of the different image and video CCA segmentation techniques, future perspectives, and further extension of these techniques to ultrasound video segmentation and wall tracking of the CCA. Future work on the segmentation of the CCA will be focused on the development of integrated segmentation systems for the complete segmentation of the CCA as well as the segmentation and motion analysis of the plaque and or the IMC from ultrasound video sequences of the CCA. These systems will improve the evaluation, follow up, and treatment of patients affected by advanced atherosclerosis disease conditions.

Resumo Limpo

determin wall thick intimamedia thick imt delin atherosclerot carotid plaqu measur diamet common carotid arteri cca well grade stenosi import evalu atherosclerosi diseas measur also consid signific marker clinic evalu risk stroke number cca segment techniqu propos last year either segment intimamedia complex imc lumen cca atherosclerot carotid plaqu ultrasound imag video cca present review studi propos discuss method system introduc far literatur perform autom semiautom segment ultrasound imag video cca base edg detect activ contour level set dynam program local statist hough transform statist model neural network integr method furthermor perform system evalu discuss base various evalu metric final propos best perform method can use segment imc atherosclerot carotid plaqu ultrasound imag video end present review studi discuss differ imag video cca segment techniqu futur perspect extens techniqu ultrasound video segment wall track cca futur work segment cca will focus develop integr segment system complet segment cca well segment motion analysi plaqu imc ultrasound video sequenc cca system will improv evalu follow treatment patient affect advanc atherosclerosi diseas condit

Resumos Similares

Int J Comput Assist Radiol Surg - Vertebra identification using template matching modelmp and K-means clustering. ( 0,82188764811833 )
Comput Methods Programs Biomed - A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. ( 0,813214273405418 )
Int J Comput Assist Radiol Surg - 3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set. ( 0,809397377024103 )
Med Biol Eng Comput - Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model. ( 0,80834232759011 )
IEEE J Biomed Health Inform - A spatiotemporal-based scheme for efficient registration-based segmentation of thoracic 4-D MRI. ( 0,807003818788028 )
Comput. Biol. Med. - Refinement of lung nodule candidates based on local geometric shape analysis and Laplacian of Gaussian kernels. ( 0,804860459896862 )
Comput Math Methods Med - A hybrid method for pancreas extraction from CT image based on level set methods. ( 0,798122658527433 )
Int J Comput Assist Radiol Surg - Automatic segmentation of the nasal cavity and paranasal sinuses from cone-beam CT images. ( 0,794307435311801 )
IEEE Trans Image Process - Automatic craniofacial structure detection on cephalometric images. ( 0,794241552585455 )
Comput Methods Programs Biomed - Segmentation of pituitary adenoma: a graph-based method vs. a balloon inflation method. ( 0,791105547681863 )
Med Biol Eng Comput - Automatic segmentation of carotid B-mode images using fuzzy classification. ( 0,791069337950494 )
Int J Comput Assist Radiol Surg - Automatic 3D segmentation of individual facial muscles using unlabeled prior information. ( 0,787400166324862 )
Comput. Biol. Med. - 3D geometric split-merge segmentation of brain MRI datasets. ( 0,787297236714557 )
Comput. Biol. Med. - Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia. ( 0,786765202168628 )
Comput. Biol. Med. - Nearly automated motion artifacts correction between multi breath-hold short-axis and long-axis cine CMR images. ( 0,782038420836421 )
Med Biol Eng Comput - A fully automated human knee 3D MRI bone segmentation using the ray casting technique. ( 0,780186434704974 )
Comput Math Methods Med - A hybrid approach of using symmetry technique for brain tumor segmentation. ( 0,779640391529185 )
Int J Comput Assist Radiol Surg - GPU accelerated segmentation and centerline extraction of tubular structures from medical images. ( 0,77578211346973 )
IEEE Trans Image Process - Incorporating anatomical side information into PET reconstruction using nonlocal regularization. ( 0,775426758178922 )
Int J Comput Assist Radiol Surg - Fetal brain volumetry through MRI volumetric reconstruction and segmentation. ( 0,775324446168779 )
Comput. Biol. Med. - Retinal vessel segmentation using a multi-scale medialness function. ( 0,773484395460413 )
Int J Comput Assist Radiol Surg - Computer-aided nidus segmentation and angiographic characterization of arteriovenous malformations. ( 0,773476579865372 )
Int J Comput Assist Radiol Surg - Carotid vasculature modeling from patient CT angiography studies for interventional procedures simulation. ( 0,771917047083202 )
Int J Comput Assist Radiol Surg - Acetabular cartilage segmentation in CT arthrography based on a bone-normalized probabilistic atlas. ( 0,770840970075205 )
Int J Comput Assist Radiol Surg - Liver segmentation for contrast-enhanced MR images using partitioned probabilistic model. ( 0,769684626200739 )
IEEE Trans Image Process - Spatio-temporal video segmentation with shape growth or shrinkage constraint. ( 0,768843781972399 )
IEEE J Biomed Health Inform - Segmentation of tumor and edema along with healthy tissues of brain using wavelets and neural networks. ( 0,768150188044079 )
Comput. Biol. Med. - A level-set based approach for anterior teeth segmentation in cone beam computed tomography images. ( 0,768093261650862 )
Comput. Biol. Med. - Automatic measurements of arterial input and venous output functions on cerebral computed tomography perfusion images: a preliminary study. ( 0,767603777187134 )
IEEE Trans Image Process - Robust automatic rodent brain extraction using 3-D pulse-coupled neural networks (PCNN). ( 0,767530563282553 )
Comput Math Methods Med - Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors. ( 0,766514208636807 )
Comput Methods Programs Biomed - Image registration and atlas-based segmentation of cardiac outflow velocity profiles. ( 0,766451945306518 )
Int J Comput Assist Radiol Surg - Automatic left ventricle segmentation in volumetric SPECT data set by variational level set. ( 0,766406003618772 )
Comput Methods Programs Biomed - MARGA: multispectral adaptive region growing algorithm for brain extraction on axial MRI. ( 0,766122276228072 )
IEEE J Biomed Health Inform - Adaptive shape prior constrained level sets for bladder MR image segmentation. ( 0,766085598893036 )
J Med Syst - Automated bleeding detection in capsule endoscopy videos using statistical features and region growing. ( 0,76517429318581 )
Int J Comput Assist Radiol Surg - Regional image analysis of the tongue color spectrum. ( 0,764895281449369 )
IEEE Trans Image Process - Repairing bad co-segmentation using its quality evaluation and segment propagation. ( 0,764797157410205 )
Int J Comput Assist Radiol Surg - Automatic lung segmentation method for MRI-based lung perfusion studies of patients with chronic obstructive pulmonary disease. ( 0,764618602708192 )
Comput Methods Programs Biomed - Automatic selection of arterial input function on dynamic contrast-enhanced MR images. ( 0,759687621329664 )
Comput. Biol. Med. - Accurate tumor localization and tracking in radiation therapy using wireless body sensor networks. ( 0,757478386864198 )
Comput. Biol. Med. - A review on segmentation of positron emission tomography images. ( 0,756280931208847 )
Int J Comput Assist Radiol Surg - Local/non-local regularized image segmentation using graph-cuts: application to dynamic and multispectral MRI. ( 0,755181106324079 )
Int J Comput Assist Radiol Surg - PNist: interactive volumetric measurements of plexiform neurofibromas in MRI scans. ( 0,754333896136862 )
Comput. Biol. Med. - Estimating contrast agent motion from ultrasound images using an anisotropic diffusion-based optical flow technique. ( 0,754333877161272 )
Int J Comput Assist Radiol Surg - Segmentation of iodine brachytherapy implants in fluoroscopy. ( 0,753244918012075 )
Int J Comput Assist Radiol Surg - Automated aorta segmentation in low-dose chest CT images. ( 0,752148624373046 )
Comput. Biol. Med. - Gallbladder shape extraction from ultrasound images using active contour models. ( 0,751999680961728 )
Comput Methods Programs Biomed - pSnakes: a new radial active contour model and its application in the segmentation of the left ventricle from echocardiographic images. ( 0,751894154090883 )
IEEE J Biomed Health Inform - Segmentation of the blood vessels and optic disk in retinal images. ( 0,751534950767448 )
Comput Methods Programs Biomed - Automatic segmentation of corpus callosum using Gaussian mixture modeling and Fuzzy C means methods. ( 0,750315431119218 )
J Med Syst - Computer assisted diagnostic system in tumor radiography. ( 0,750281548558098 )
J Med Syst - Brain MR image segmentation with spatial constrained K-mean algorithm and dual-tree complex wavelet transform. ( 0,747825004294467 )
Comput. Biol. Med. - Lung nodule segmentation and recognition using SVM classifier and active contour modeling: a complete intelligent system. ( 0,746319504149225 )
Comput Math Methods Med - Diabetic retinopathy grading by digital curvelet transform. ( 0,745761203150202 )
Int J Comput Assist Radiol Surg - A computerized MRI biomarker quantification scheme for a canine model of Duchenne muscular dystrophy. ( 0,745321902278406 )
IEEE Trans Image Process - 3D superalloy grain segmentation using a multichannel edge-weighted centroidal Voronoi tessellation algorithm. ( 0,744402972726818 )
Int J Comput Assist Radiol Surg - Left ventricular myocardium segmentation on delayed phase of multi-detector row computed tomography. ( 0,744398760024262 )
IEEE Trans Image Process - Overlapping cell nuclei segmentation using a spatially adaptive active physical model. ( 0,743706127006087 )
Comput Methods Programs Biomed - A novel method for pulmonary embolism detection in CTA images. ( 0,743694033939648 )
Comput Math Methods Med - Esophagus segmentation from 3D CT data using skeleton prior-based graph cut. ( 0,743212197032204 )
Int J Comput Assist Radiol Surg - Patch-based label fusion segmentation of brainstem structures with dual-contrast MRI for Parkinson's disease. ( 0,741580790588589 )
Med Biol Eng Comput - Automatic segmentation of brain MR images using an adaptive balloon snake model with fuzzy classification. ( 0,741171855130437 )
Comput. Biol. Med. - Automated retinal layers segmentation in SD-OCT images using dual-gradient and spatial correlation smoothness constraint. ( 0,740799179984339 )
Comput Math Methods Med - Retrieval of brain tumors with region-specific bag-of-visual-words representations in contrast-enhanced MRI images. ( 0,73840110952494 )
Int J Comput Assist Radiol Surg - Extreme leg motion analysis of professional ballet dancers via MRI segmentation of multiple leg postures. ( 0,737975651680425 )
Int J Comput Assist Radiol Surg - Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification. ( 0,735971552106584 )
Comput Math Methods Med - A new multistage medical segmentation method based on superpixel and fuzzy clustering. ( 0,734893712566291 )
Comput. Biol. Med. - Automatic brain extraction methods for T1 magnetic resonance images using region labeling and morphological operations. ( 0,732877660429758 )
Comput Methods Programs Biomed - Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas. ( 0,732355623711243 )
Sci Data - Reliability of brain volume measurements: a test-retest dataset. ( 0,732176359909409 )
Comput. Biol. Med. - Reducing redundancy in wireless capsule endoscopy videos. ( 0,731852391331596 )
Methods Inf Med - ML segmentation strategies for object interference compensation in FDG-PET lesion quantification. ( 0,729915765382873 )
J Clin Monit Comput - A comparison of two algorithms for automated stone detection in clinical B-mode ultrasound images of the abdomen. ( 0,729370122572217 )
IEEE Trans Image Process - Robust interactive image segmentation using convex active contours. ( 0,728326280070172 )
Int J Comput Assist Radiol Surg - An algorithm for calculi segmentation on ureteroscopic images. ( 0,728294842363008 )
BMC Med Inform Decis Mak - Automatic segmentation of meningioma from non-contrasted brain MRI integrating fuzzy clustering and region growing. ( 0,727652022856609 )
Med Biol Eng Comput - Automatic detection and segmentation of bovine corpora lutea in ultrasonographic ovarian images using genetic programming and rotation invariant local binary patterns. ( 0,7272304137572 )
IEEE Trans Image Process - Automatic bootstrapping and tracking of object contours. ( 0,726873555984318 )
Int J Comput Assist Radiol Surg - Automated liver lesion detection in CT images based on multi-level geometric features. ( 0,726156777789381 )
Int J Comput Assist Radiol Surg - A 3D active model framework for segmentation of proximal femur in MR images. ( 0,726064273053554 )
Int J Neural Syst - Self-supervised MRI tissue segmentation by discriminative clustering. ( 0,723107781669505 )
Comput. Biol. Med. - Optic disc segmentation using the sliding band filter. ( 0,722399941638507 )
Med Biol Eng Comput - Detection of the intima and media layer thickness of ultrasound common carotid artery image using efficient active contour segmentation technique. ( 0,721527908904816 )
IEEE Trans Pattern Anal Mach Intell - Paired Regions for Shadow Detection and Removal. ( 0,721100457053206 )
Int J Comput Assist Radiol Surg - Usability of unbiased nonlocal means for de-noising intraoperative magnetic resonance images in neurosurgery. ( 0,718505133127919 )
Comput. Biol. Med. - Boundary detection in carotid ultrasound images using dynamic programming and a directional Haar-like filter. ( 0,718439144519453 )
Comput Methods Programs Biomed - A review of atlas-based segmentation for magnetic resonance brain images. ( 0,71820446846028 )
Comput Methods Programs Biomed - Bone drilling methodology and tool based on position measurements. ( 0,71815082652222 )
Comput Math Methods Med - Multimodal brain-tumor segmentation based on Dirichlet process mixture model with anisotropic diffusion and Markov random field prior. ( 0,717571278862533 )
Med Biol Eng Comput - Multiplane spectroscopic whole-body photoacoustic imaging of small animals in vivo. ( 0,716547058066838 )
Comput. Biol. Med. - Unsupervised tumour segmentation in PET using local and global intensity-fitting active surface and alpha matting. ( 0,715451036577005 )
Comput. Biol. Med. - Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation. ( 0,714614982881229 )
Artif Intell Med - A segmentation framework for abdominal organs from CT scans. ( 0,714180445732841 )
Comput Math Methods Med - Automatic mapping extraction from multiecho T2-star weighted magnetic resonance images for improving morphological evaluations in human brain. ( 0,713650653712822 )
IEEE J Biomed Health Inform - Automated Localization of Multiple Pelvic Bone Structures on MRI. ( 0,713223298421575 )
Comput Methods Programs Biomed - Geometrical methods for level set based abdominal aortic aneurysm thrombus and outer wall 2D image segmentation. ( 0,71308362717329 )
Int J Comput Assist Radiol Surg - Nasopharyngeal carcinoma segmentation using a region growing technique. ( 0,712686658677135 )
IEEE Trans Image Process - An edge embedded marker-based watershed algorithm for high spatial resolution remote sensing image segmentation. ( 0,712577175373856 )
IEEE Trans Vis Comput Graph - GazeVis: Interactive 3D Gaze Visualization for Contiguous Cross-sectional Medical Images. ( 0,712043580369971 )