Comput Math Methods Med - Examining similarity structure: multidimensional scaling and related approaches in neuroimaging.

Tópicos

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

Resumo

This paper covers similarity analyses, a subset of multivariate pattern analysis techniques that are based on similarity spaces defined by multivariate patterns. These techniques offer several advantages and complement other methods for brain data analyses, as they allow for comparison of representational structure across individuals, brain regions, and data acquisition methods. Particular attention is paid to multidimensional scaling and related approaches that yield spatial representations or provide methods for characterizing individual differences. We highlight unique contributions of these methods by reviewing recent applications to functional magnetic resonance imaging data and emphasize areas of caution in applying and interpreting similarity analysis methods.

Resumo Limpo

paper cover similar analys subset multivari pattern analysi techniqu base similar space defin multivari pattern techniqu offer sever advantag complement method brain data analys allow comparison represent structur across individu brain region data acquisit method particular attent paid multidimension scale relat approach yield spatial represent provid method character individu differ highlight uniqu contribut method review recent applic function magnet reson imag data emphas area caution appli interpret similar analysi method

Resumos Similares

Comput. Biol. Med. - Retinal artery and venular caliber grading: a semi-automated evaluation tool. ( 0,699042054396181 )
Comput. Biol. Med. - Quantifying subtle locomotion phenotypes of Drosophila larvae using internal structures based on FIM images. ( 0,691531686190585 )
Comput Methods Programs Biomed - Simple methods for segmentation and measurement of diabetic retinopathy lesions in retinal fundus images. ( 0,686522604196473 )
Comput Methods Programs Biomed - Automatic selection of arterial input function on dynamic contrast-enhanced MR images. ( 0,681463353490758 )
Comput Math Methods Med - Retrieval of brain tumors with region-specific bag-of-visual-words representations in contrast-enhanced MRI images. ( 0,671220826108055 )
Comput Methods Programs Biomed - MARGA: multispectral adaptive region growing algorithm for brain extraction on axial MRI. ( 0,670102338452473 )
Int J Comput Assist Radiol Surg - A Hessian-based filter for vascular segmentation of noisy hepatic CT scans. ( 0,662389067148178 )
Comput Methods Programs Biomed - Automatic segmentation of corpus callosum using Gaussian mixture modeling and Fuzzy C means methods. ( 0,661982006136137 )
J Med Syst - Identifying regions of interest in medical images using self-organizing maps. ( 0,65774843092974 )
J Med Syst - Brain MR image segmentation with spatial constrained K-mean algorithm and dual-tree complex wavelet transform. ( 0,653900267811375 )
IEEE Trans Image Process - VE-LLI-VO: vessel enhancement using local line integrals and variational optimization. ( 0,648910194167135 )
Int J Comput Assist Radiol Surg - 3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set. ( 0,646931091322035 )
Comput Methods Programs Biomed - Lung tumor segmentation in PET images using graph cuts. ( 0,646902153398107 )
Sci Data - A high-resolution 7-Tesla fMRI dataset from complex natural stimulation with an audio movie. ( 0,645141872166809 )
Comput Methods Programs Biomed - Teeth segmentation of dental periapical radiographs based on local singularity analysis. ( 0,64453085497512 )
Med Biol Eng Comput - Automatic segmentation of brain MR images using an adaptive balloon snake model with fuzzy classification. ( 0,643846608940555 )
Int J Comput Assist Radiol Surg - Acetabular cartilage segmentation in CT arthrography based on a bone-normalized probabilistic atlas. ( 0,643293618536252 )
Comput Math Methods Med - A hybrid method for pancreas extraction from CT image based on level set methods. ( 0,64259888811901 )
Comput Math Methods Med - Segmentation of the striatum from MR brain images to calculate the 99mTc-TRODAT-1 binding ratio in SPECT images. ( 0,642319921450285 )
Comput Methods Programs Biomed - Automated detection of endotracheal tubes in paediatric chest radiographs. ( 0,642314778569311 )
Comput Math Methods Med - A hybrid approach of using symmetry technique for brain tumor segmentation. ( 0,641398787856113 )
IEEE Trans Image Process - 3D superalloy grain segmentation using a multichannel edge-weighted centroidal Voronoi tessellation algorithm. ( 0,640756504940692 )
Med Biol Eng Comput - Performance assessment of isolation methods for geometrical cerebral aneurysm analysis. ( 0,640090518377771 )
Int J Comput Assist Radiol Surg - Spatially adaptive active contours: a semi-automatic tumor segmentation framework. ( 0,639276747954933 )
Comput Methods Programs Biomed - Segmentation of pituitary adenoma: a graph-based method vs. a balloon inflation method. ( 0,639179868160274 )
Comput. Biol. Med. - A computational framework to quantify tissue microstructural integrity using conventional MRI macrostructural volumetry. ( 0,638564179190761 )
Comput Math Methods Med - Liver segmentation based on Snakes Model and improved GrowCut algorithm in abdominal CT image. ( 0,637960711889702 )
Comput Methods Programs Biomed - A state of the art review on intima-media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound. ( 0,634623007045585 )
IEEE Trans Pattern Anal Mach Intell - Paired Regions for Shadow Detection and Removal. ( 0,633131005323185 )
Int J Comput Assist Radiol Surg - Automatic 3D segmentation of individual facial muscles using unlabeled prior information. ( 0,632042128707877 )
Comput. Biol. Med. - Three-dimensional thrombus segmentation in abdominal aortic aneurysms using graph search based on a triangular mesh. ( 0,630917965745183 )
Int J Comput Assist Radiol Surg - A geodesic deformable model for automatic segmentation of image sequences applied to radiation therapy. ( 0,630908308763638 )
Int J Comput Assist Radiol Surg - Automated aorta segmentation in low-dose chest CT images. ( 0,630830236632453 )
Int J Comput Assist Radiol Surg - An algorithm for calculi segmentation on ureteroscopic images. ( 0,629961195242703 )
Med Biol Eng Comput - Automatic segmentation of carotid B-mode images using fuzzy classification. ( 0,62957943674796 )
Comput. Biol. Med. - Segmentation of interest region in medical volume images using geometric deformable model. ( 0,629411706715098 )
Comput Methods Programs Biomed - Image registration and atlas-based segmentation of cardiac outflow velocity profiles. ( 0,629406546720463 )
IEEE Trans Image Process - Overlapping cell nuclei segmentation using a spatially adaptive active physical model. ( 0,625844817814715 )
Comput Methods Programs Biomed - Automatic classification of left ventricular wall segments in small animal ultrasound imaging. ( 0,625409595368978 )
Comput Math Methods Med - Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors. ( 0,624073578268456 )
Int J Comput Assist Radiol Surg - Automatic lung segmentation method for MRI-based lung perfusion studies of patients with chronic obstructive pulmonary disease. ( 0,623094762519297 )
Comput Methods Programs Biomed - Segmentation of ultrasound images of the carotid using RANSAC and cubic splines. ( 0,622469715337818 )
Comput Math Methods Med - A new multistage medical segmentation method based on superpixel and fuzzy clustering. ( 0,619429485063931 )
Int J Comput Assist Radiol Surg - GPU accelerated segmentation and centerline extraction of tubular structures from medical images. ( 0,618372028996077 )
Comput. Biol. Med. - 3D geometric split-merge segmentation of brain MRI datasets. ( 0,61831912697678 )
Med Biol Eng Comput - A fully automated human knee 3D MRI bone segmentation using the ray casting technique. ( 0,617750754205564 )
Comput. Biol. Med. - Accurate tumor localization and tracking in radiation therapy using wireless body sensor networks. ( 0,615557070884707 )
Comput. Biol. Med. - Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia. ( 0,614377364683887 )
Med Biol Eng Comput - Prosthetic component segmentation with blur compensation: a fast method for 3D fluoroscopy. ( 0,61413872232736 )
Comput Math Methods Med - A multiatlas segmentation using graph cuts with applications to liver segmentation in CT scans. ( 0,614025194357219 )
Comput. Biol. Med. - An improvement of independent component analysis with projection method applied to multi-task fMRI data. ( 0,612850084676096 )
Int J Comput Assist Radiol Surg - Automatic cardiac ventricle segmentation in MR images: a validation study. ( 0,612517453279606 )
Int J Comput Assist Radiol Surg - Liver segmentation for contrast-enhanced MR images using partitioned probabilistic model. ( 0,612101380652434 )
Comput Math Methods Med - Tract-based Bayesian multivariate analysis of mild traumatic brain injury. ( 0,611522414957673 )
Med Biol Eng Comput - Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model. ( 0,611075930496779 )
Int J Comput Assist Radiol Surg - Computer-aided nidus segmentation and angiographic characterization of arteriovenous malformations. ( 0,610207265868822 )
Comput Math Methods Med - Unsupervised cardiac image segmentation via multiswarm active contours with a shape prior. ( 0,609396175104347 )
Int J Comput Assist Radiol Surg - Automated segmentation of blood-flow regions in large thoracic arteries using 3D-cine PC-MRI measurements. ( 0,607900431112109 )
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. ( 0,607711874801418 )
Comput. Biol. Med. - Nearly automated motion artifacts correction between multi breath-hold short-axis and long-axis cine CMR images. ( 0,607710442289249 )
Comput. Biol. Med. - Boundary detection in carotid ultrasound images using dynamic programming and a directional Haar-like filter. ( 0,606821141955377 )
J Biomed Inform - A Web platform for the interactive visualization and analysis of the 3D fractal dimension of MRI data. ( 0,606266416663493 )
IEEE Trans Image Process - Repairing bad co-segmentation using its quality evaluation and segment propagation. ( 0,604739047849291 )
Comput Methods Programs Biomed - pSnakes: a new radial active contour model and its application in the segmentation of the left ventricle from echocardiographic images. ( 0,604542300828025 )
Int J Comput Assist Radiol Surg - Brain tumor detection and segmentation in a CRF (conditional random fields) framework with pixel-pairwise affinity and superpixel-level features. ( 0,604338971046091 )
Int J Comput Assist Radiol Surg - Fetal brain volumetry through MRI volumetric reconstruction and segmentation. ( 0,604069757679169 )
Comput Methods Programs Biomed - Enhancing classification accuracy utilizing globules and dots features in digital dermoscopy. ( 0,602993903533117 )
Int J Comput Assist Radiol Surg - Ameliorating slice gaps in multislice magnetic resonance images: an interpolation scheme. ( 0,602380654282581 )
Comput Math Methods Med - Scale-specific multifractal medical image analysis. ( 0,601637735902231 )
Comput Math Methods Med - Automated image analysis of lung branching morphogenesis from microscopic images of fetal rat explants. ( 0,601604543548418 )
IEEE Trans Image Process - Robust automatic rodent brain extraction using 3-D pulse-coupled neural networks (PCNN). ( 0,600557776184978 )
IEEE J Biomed Health Inform - Segmentation of the blood vessels and optic disk in retinal images. ( 0,599553009787209 )
Comput Math Methods Med - 3D data denoising via Nonlocal Means filter by using parallel GPU strategies. ( 0,599309153484195 )
Int J Comput Assist Radiol Surg - Voxel classification and graph cuts for automated segmentation of pathological periprosthetic hip anatomy. ( 0,597664902779612 )
AMIA Annu Symp Proc - Automatic selection of preprocessing methods for improving predictions on mass spectrometry protein profiles. ( 0,597269446859937 )
IEEE Trans Image Process - A novel rotationally invariant region-based hidden Markov model for efficient 3-D image segmentation. ( 0,595811436605452 )
Comput Methods Programs Biomed - Generalized rough fuzzy c-means algorithm for brain MR image segmentation. ( 0,593957731327542 )
Comput Math Methods Med - Automatic mapping extraction from multiecho T2-star weighted magnetic resonance images for improving morphological evaluations in human brain. ( 0,593071649003909 )
Comput. Biol. Med. - Estimating contrast agent motion from ultrasound images using an anisotropic diffusion-based optical flow technique. ( 0,592934182989062 )
Int J Comput Assist Radiol Surg - Automatic segmentation of the nasal cavity and paranasal sinuses from cone-beam CT images. ( 0,592202793114405 )
Comput Math Methods Med - Recent advances in morphological cell image analysis. ( 0,592006377972382 )
Comput. Biol. Med. - Optic disc segmentation using the sliding band filter. ( 0,591952654647865 )
Comput Methods Programs Biomed - A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. ( 0,591883450617884 )
Int J Comput Assist Radiol Surg - A computerized MRI biomarker quantification scheme for a canine model of Duchenne muscular dystrophy. ( 0,591570078258278 )
Comput. Biol. Med. - Unsupervised tumour segmentation in PET using local and global intensity-fitting active surface and alpha matting. ( 0,590975856502617 )
Comput Methods Programs Biomed - Robust information gain based fuzzy c-means clustering and classification of carotid artery ultrasound images. ( 0,590791900347743 )
Comput. Biol. Med. - A review on segmentation of positron emission tomography images. ( 0,590687116171186 )
Comput. Biol. Med. - Refinement of lung nodule candidates based on local geometric shape analysis and Laplacian of Gaussian kernels. ( 0,590573170318027 )
Comput Methods Programs Biomed - A novel method for pulmonary embolism detection in CTA images. ( 0,589865327849694 )
J Med Syst - Automated bleeding detection in capsule endoscopy videos using statistical features and region growing. ( 0,589704142126223 )
Int J Comput Assist Radiol Surg - Segmentation of iodine brachytherapy implants in fluoroscopy. ( 0,589163270692219 )
Comput Methods Programs Biomed - Obtaining optic disc center and pixel region by automatic thresholding methods on morphologically processed fundus images. ( 0,588659317918736 )
IEEE Trans Image Process - A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI. ( 0,588550664465508 )
IEEE J Biomed Health Inform - A spatiotemporal-based scheme for efficient registration-based segmentation of thoracic 4-D MRI. ( 0,58810379771814 )
Comput. Biol. Med. - Segmentation of anterior cruciate ligament in knee MR images using graph cuts with patient-specific shape constraints and label refinement. ( 0,58795540418506 )
Comput Math Methods Med - Parallelized seeded region growing using CUDA. ( 0,587681434781796 )
Int J Comput Assist Radiol Surg - Extreme leg motion analysis of professional ballet dancers via MRI segmentation of multiple leg postures. ( 0,587415056713664 )
Comput. Aided Surg. - A hybrid method based on level set and 3D region growing for segmentation of the thoracic aorta. ( 0,587262292539573 )
Comput Math Methods Med - Multimodal brain-tumor segmentation based on Dirichlet process mixture model with anisotropic diffusion and Markov random field prior. ( 0,586744372200654 )
Comput Methods Programs Biomed - Geometrical methods for level set based abdominal aortic aneurysm thrombus and outer wall 2D image segmentation. ( 0,585866496531061 )