Comput. Biol. Med. - Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation.

Tópicos

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

Resumo

The objective of the present study is to explore prioritization methods in diagnostic imaging modalities to automatically determine the contents of medical images. In this paper, we propose an efficient prioritization of brain MRI. First, the visual perception of the radiologists is adapted to identify salient regions. Then this saliency information is used as an automatic label for accurate segmentation of brain lesion to determine the scientific value of that image. The qualitative and quantitative results prove that the rankings generated by the proposed method are closer to the rankings created by radiologists.

Resumo Limpo

object present studi explor priorit method diagnost imag modal automat determin content medic imag paper propos effici priorit brain mri first visual percept radiologist adapt identifi salient region salienc inform use automat label accur segment brain lesion determin scientif valu imag qualit quantit result prove rank generat propos method closer rank creat radiologist

Resumos Similares

IEEE Trans Image Process - Automatic craniofacial structure detection on cephalometric images. ( 0,860269441813673 )
J Med Syst - Computer assisted diagnostic system in tumor radiography. ( 0,848825154932633 )
IEEE Trans Image Process - Robust automatic rodent brain extraction using 3-D pulse-coupled neural networks (PCNN). ( 0,838598500257263 )
Int J Comput Assist Radiol Surg - Usability of unbiased nonlocal means for de-noising intraoperative magnetic resonance images in neurosurgery. ( 0,833978479875293 )
J Clin Monit Comput - A comparison of two algorithms for automated stone detection in clinical B-mode ultrasound images of the abdomen. ( 0,833210707459902 )
J Med Syst - Morphological multiscale enhancement, fuzzy filter and watershed for vascular tree extraction in angiogram. ( 0,826388420095514 )
Int J Comput Assist Radiol Surg - Patch-based label fusion segmentation of brainstem structures with dual-contrast MRI for Parkinson's disease. ( 0,818934104072303 )
Int J Comput Assist Radiol Surg - GPU accelerated segmentation and centerline extraction of tubular structures from medical images. ( 0,804503086083106 )
Comput Math Methods Med - A hybrid method for pancreas extraction from CT image based on level set methods. ( 0,792242303812717 )
IEEE Trans Image Process - Ultrasound despeckling for contrast enhancement. ( 0,786923922850888 )
Int J Comput Assist Radiol Surg - Vertebra identification using template matching modelmp and K-means clustering. ( 0,785859443713792 )
Comput. Biol. Med. - Fully automated gradient based breast boundary detection for digitized X-ray mammograms. ( 0,779803785640579 )
Comput. Biol. Med. - Refinement of lung nodule candidates based on local geometric shape analysis and Laplacian of Gaussian kernels. ( 0,779714657420563 )
Med Biol Eng Comput - Automated tracking and analysis of phospholipid vesicle contours in phase contrast microscopy images. ( 0,769539863197397 )
J Med Syst - Brain MR image segmentation with spatial constrained K-mean algorithm and dual-tree complex wavelet transform. ( 0,769487563974306 )
Int J Comput Assist Radiol Surg - Left ventricular myocardium segmentation on delayed phase of multi-detector row computed tomography. ( 0,76909037180295 )
Comput Methods Programs Biomed - Segmentation of cervical cell nuclei in high-resolution microscopic images: A new algorithm and a web-based software framework. ( 0,766279083164768 )
Comput. Biol. Med. - Standalone functional CAD system for multi-object case analysis in hepatic disorders. ( 0,765921043347718 )
IEEE Trans Image Process - Adaptive Perona-Malik model based on the variable exponent for image denoising. ( 0,762103975278834 )
Comput Math Methods Med - Segmentation of choroidal boundary in enhanced depth imaging OCTs using a multiresolution texture based modeling in graph cuts. ( 0,754483746128853 )
Comput. Biol. Med. - Unsupervised tumour segmentation in PET using local and global intensity-fitting active surface and alpha matting. ( 0,753689209082622 )
Comput. Biol. Med. - Fully automatic brain extraction algorithm for axial T2-weighted magnetic resonance images. ( 0,753272868807149 )
Comput. Biol. Med. - Nearly automated motion artifacts correction between multi breath-hold short-axis and long-axis cine CMR images. ( 0,752599661174518 )
J Digit Imaging - Dual-pass feature extraction on human vessel images. ( 0,751244615677781 )
IEEE J Biomed Health Inform - Adaptive shape prior constrained level sets for bladder MR image segmentation. ( 0,750337960304369 )
J Med Syst - 3-D surface rendering of myocardial SPECT images segmented by level set technique. ( 0,750217833289519 )
Comput. Biol. Med. - Segmentation of female pelvic organs in axial magnetic resonance images using coupled geometric deformable models. ( 0,749226405157725 )
Comput Methods Programs Biomed - Segmentation of pituitary adenoma: a graph-based method vs. a balloon inflation method. ( 0,743873624525392 )
IEEE Trans Image Process - Interpolation-dependent image downsampling. ( 0,743862465731756 )
Comput Methods Programs Biomed - Teeth segmentation of dental periapical radiographs based on local singularity analysis. ( 0,743150541460293 )
J Am Med Inform Assoc - Multiscale segmentation of the skull in MR images for MRI-based attenuation correction of combined MR/PET. ( 0,742750700707828 )
Comput. Biol. Med. - Boundary detection in carotid ultrasound images using dynamic programming and a directional Haar-like filter. ( 0,738541467618756 )
Comput. Biol. Med. - Breast cancer detection from MR images through an auto-probing discrete Fourier transform system. ( 0,73744167546939 )
Comput. Biol. Med. - Estimating contrast agent motion from ultrasound images using an anisotropic diffusion-based optical flow technique. ( 0,736886038039703 )
Med Biol Eng Comput - A fully automated human knee 3D MRI bone segmentation using the ray casting technique. ( 0,730136760116569 )
Comput. Biol. Med. - Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia. ( 0,729388494396214 )
Comput Math Methods Med - A hybrid approach of using symmetry technique for brain tumor segmentation. ( 0,728583099813147 )
Comput. Biol. Med. - 3D geometric split-merge segmentation of brain MRI datasets. ( 0,728471647908856 )
Med Biol Eng Comput - Automatic segmentation of carotid B-mode images using fuzzy classification. ( 0,728358298638414 )
Comput Math Methods Med - A new multistage medical segmentation method based on superpixel and fuzzy clustering. ( 0,72577562733466 )
Comput Math Methods Med - Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors. ( 0,725297319414864 )
IEEE J Biomed Health Inform - A spatiotemporal-based scheme for efficient registration-based segmentation of thoracic 4-D MRI. ( 0,724282188557547 )
Int J Comput Assist Radiol Surg - Segmentation of iodine brachytherapy implants in fluoroscopy. ( 0,723599078269204 )
IEEE Trans Image Process - Shadow removal using bilateral filtering. ( 0,723572865928299 )
Int J Comput Assist Radiol Surg - Liver segmentation for contrast-enhanced MR images using partitioned probabilistic model. ( 0,722704459840985 )
IEEE Trans Image Process - Incorporating anatomical side information into PET reconstruction using nonlocal regularization. ( 0,722654625880795 )
Comput Methods Programs Biomed - A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. ( 0,722425381734685 )
Int J Comput Assist Radiol Surg - Automatic left ventricle segmentation in volumetric SPECT data set by variational level set. ( 0,721655312643013 )
Comput. Biol. Med. - Automated retinal layers segmentation in SD-OCT images using dual-gradient and spatial correlation smoothness constraint. ( 0,72058167121495 )
Comput Math Methods Med - Multiple active contours guided by differential evolution for medical image segmentation. ( 0,719189949023762 )
Comput Methods Programs Biomed - A marker-based watershed method for X-ray image segmentation. ( 0,717540487298646 )
Comput Methods Programs Biomed - MARGA: multispectral adaptive region growing algorithm for brain extraction on axial MRI. ( 0,717217051517907 )
Comput Methods Programs Biomed - Robust information gain based fuzzy c-means clustering and classification of carotid artery ultrasound images. ( 0,716966634071339 )
Comput Math Methods Med - Retrieval of brain tumors with region-specific bag-of-visual-words representations in contrast-enhanced MRI images. ( 0,716547702147412 )
Int J Comput Assist Radiol Surg - Automatic 3D segmentation of individual facial muscles using unlabeled prior information. ( 0,715817835285944 )
Comput Math Methods Med - Vascular tree segmentation in medical images using Hessian-based multiscale filtering and level set method. ( 0,71469599043537 )
IEEE Trans Image Process - 3D superalloy grain segmentation using a multichannel edge-weighted centroidal Voronoi tessellation algorithm. ( 0,714647167097613 )
Med Biol Eng Comput - A review of ultrasound common carotid artery image and video segmentation techniques. ( 0,714614982881229 )
IEEE Trans Pattern Anal Mach Intell - FAIR: a Fast Algorithm for Document Image Restoration. ( 0,713759578792753 )
Med Biol Eng Comput - Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model. ( 0,713015797161509 )
Comput Methods Programs Biomed - Obtaining optic disc center and pixel region by automatic thresholding methods on morphologically processed fundus images. ( 0,712068806178746 )
J Med Syst - Combined Spline and B-spline for an improved automatic skin lesion segmentation in dermoscopic images using optimal color channel. ( 0,711774954904797 )
Comput Methods Programs Biomed - Metal artifact reduction in dental CT images using polar mathematical morphology. ( 0,710501442869393 )
Int J Comput Assist Radiol Surg - Fetal brain volumetry through MRI volumetric reconstruction and segmentation. ( 0,709361750796705 )
IEEE J Biomed Health Inform - Segmentation of the blood vessels and optic disk in retinal images. ( 0,709043905777445 )
Comput. Biol. Med. - A level-set based approach for anterior teeth segmentation in cone beam computed tomography images. ( 0,70887549842826 )
Int J Comput Assist Radiol Surg - Automatic lung segmentation method for MRI-based lung perfusion studies of patients with chronic obstructive pulmonary disease. ( 0,708267985709814 )
Int J Comput Assist Radiol Surg - Carotid vasculature modeling from patient CT angiography studies for interventional procedures simulation. ( 0,70569570699287 )
Comput Methods Programs Biomed - Image registration and atlas-based segmentation of cardiac outflow velocity profiles. ( 0,705553393923878 )
IEEE Trans Image Process - VE-LLI-VO: vessel enhancement using local line integrals and variational optimization. ( 0,705399866657552 )
Comput. Biol. Med. - Automatic brain extraction methods for T1 magnetic resonance images using region labeling and morphological operations. ( 0,705177273635078 )
Int J Comput Assist Radiol Surg - PNist: interactive volumetric measurements of plexiform neurofibromas in MRI scans. ( 0,705149064022786 )
Int J Comput Assist Radiol Surg - A 3D active model framework for segmentation of proximal femur in MR images. ( 0,703469795104017 )
Int J Comput Assist Radiol Surg - Automatic segmentation of the nasal cavity and paranasal sinuses from cone-beam CT images. ( 0,702731220902536 )
Med Biol Eng Comput - Enhancement of the ultrasound images by modified anisotropic diffusion method. ( 0,702491263934018 )
Med Biol Eng Comput - Automatic segmentation of brain MR images using an adaptive balloon snake model with fuzzy classification. ( 0,702444933579693 )
IEEE Trans Image Process - A unified spectral-domain approach for saliency detection and its application to automatic object segmentation. ( 0,702048106456247 )
Comput. Biol. Med. - Strain measurement from 3D micro-CT images of a breast-mimicking phantom. ( 0,702025216052465 )
Int J Comput Assist Radiol Surg - 3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set. ( 0,701981768067848 )
Int J Comput Assist Radiol Surg - Spatially adaptive active contours: a semi-automatic tumor segmentation framework. ( 0,701960480597359 )
Comput. Biol. Med. - Accurate tumor localization and tracking in radiation therapy using wireless body sensor networks. ( 0,701113473199446 )
Int J Comput Assist Radiol Surg - Statistical shape and texture model of quadrature phase information for prostate segmentation. ( 0,701052368421796 )
Comput Math Methods Med - Improving the performance of the prony method using a wavelet domain filter for MRI denoising. ( 0,700764888226735 )
Int J Comput Assist Radiol Surg - Acetabular cartilage segmentation in CT arthrography based on a bone-normalized probabilistic atlas. ( 0,700032319874431 )
Comput Methods Programs Biomed - pSnakes: a new radial active contour model and its application in the segmentation of the left ventricle from echocardiographic images. ( 0,699681254944636 )
Comput Methods Programs Biomed - Geometrical methods for level set based abdominal aortic aneurysm thrombus and outer wall 2D image segmentation. ( 0,699326003524662 )
Comput Math Methods Med - Esophagus segmentation from 3D CT data using skeleton prior-based graph cut. ( 0,699252092147097 )
Comput. Biol. Med. - Cascaded-Automatic Segmentation for Schistosoma japonicum eggs in images of fecal samples. ( 0,698667011687498 )
IEEE J Biomed Health Inform - A multistaged automatic restoration of noisy microscopy cell images. ( 0,697966425884112 )
Int J Comput Assist Radiol Surg - 3D ultrasound centerline tracking of abdominal vessels for?endovascular navigation. ( 0,697653005224225 )
Comput Math Methods Med - Nonlocal means-based denoising for medical images. ( 0,69732401067371 )
IEEE J Biomed Health Inform - Accurate segmentation of partially overlapping cervical cells based on dynamic sparse contour searching and GVF snake model. ( 0,695445452485287 )
Comput Methods Programs Biomed - Automated PET-guided liver segmentation from low-contrast CT volumes using probabilistic atlas. ( 0,695140260118973 )
IEEE Trans Neural Netw Learn Syst - Region-Based Object Recognition by Color Segmentation Using a Simplified PCNN. ( 0,693522038807617 )
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. ( 0,692598880666587 )
IEEE Trans Image Process - Automatic bootstrapping and tracking of object contours. ( 0,691910348929051 )
Comput. Biol. Med. - A review on segmentation of positron emission tomography images. ( 0,691719796863053 )
Comput Methods Programs Biomed - Enhancing classification accuracy utilizing globules and dots features in digital dermoscopy. ( 0,691251230808999 )
Comput. Biol. Med. - Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. ( 0,690991539771446 )
Comput Math Methods Med - An improved FCM medical image segmentation algorithm based on MMTD. ( 0,690663542567767 )