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1.
Graefes Arch Clin Exp Ophthalmol ; 254(5): 929-36, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26810838

RESUMO

BACKGROUND: To investigate the determinants of pupil diameter (PD), amplitude of pupil diameter change (PD-change) and speed of pupil constriction (SPC) using video anterior segment optical coherence tomography (AS-OCT) in a population-based sample of Chinese adults. METHODS: Chinese adults aged 40 to 80 years who were free from glaucoma were consecutively recruited from the population-based Singapore Chinese Eye Study. The SPC was measured by AS-OCT videography. Univariate and multivariate analyses were performed to examine the effects of demographic and ocular biometric factors (e.g., axial length [AL], anterior chamber depth [ACD], baseline PD, iris thickness at the area of the dilator muscle [ITDMR], iris area [IA], and iris bowing [IB]) on SPC, PD, and PD-change. RESULTS: A total of 266/302 (89.5 %) AS-OCT videos of eligible eyes were available for analysis. Among these subjects, 64.3 % were women, and the mean age (± standard deviation [SD]) was 56 ± 8.3 years. SPC was not associated with sex. In multiple regression analyses, SPC was independently associated with baseline PD (ß = 0.116, p = 0.006). Baseline PD was independently associated with ACD (ß = 0.341, p < 0.001), TISA 500 (ß = -4.513, p < 0.001), IA (ß = -2.796, p < 0.001), and ITDMR (ß = 6.573, p < 0.001). PD-change was independently associated with ACD (ß = 0.256, p < 0.001), IA (ß = -1.507, p < 0.001), IB (ß = 0.630, p = 0.011), and ITDMR (ß = 3.124, p < 0.001). CONCLUSIONS: Among normal eyes in an adult Chinese population, SPC was associated with larger baseline PD. Larger baseline PD and greater PD change form dark to light were associated with greater ACD, with smaller IA and thicker ITDMR.


Assuntos
Povo Asiático/etnologia , Iris/anatomia & histologia , Pupila/fisiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Visão de Cores , Feminino , Humanos , Masculino , Visão Mesópica , Pessoa de Meia-Idade , Variações Dependentes do Observador , Reprodutibilidade dos Testes , Singapura/epidemiologia , Tomografia de Coerência Óptica , Gravação em Vídeo
2.
Eur J Orthod ; 36(6): 657-64, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23771899

RESUMO

OBJECTIVES: To investigate the different effects of changes in the occlusal plane, incisors inclination, and maxillary intercanine width on the curvature of the smiling line. MATERIALS: Records of 46 subjects (28 females and 18 males, mean age 16.6 ± 4.2 years) with incisor class II division 1 malocclusions were selected. All subjects had four premolar extractions and were treated with preadjusted edgewise appliances. METHODS: Pre- and post-treatment maxillary dental digital models were virtually aligned via corresponding landmarks to the respective lateral cephalograms. Subsequent two-dimensional superimposition of the aligned cephalograms facilitated the three-dimensional superimposition of the pre- and post-treatment models. This process allowed the quantification of the curvature from a frontal perspective of the models. The change in curvature was then correlated with changes in the cephalometric inclination of the anterior occlusal plane (AOP), functional occlusal plane (FOP), maxillary central incisor (U1), and the intercanine width. RESULTS: Orthodontic correction in this sample resulted in the clockwise rotation of the anterior occlusal plane (5.84 degrees), reduction in proclination of the incisors (-14.39 degrees), increase in intercanine width (2.48mm), and a corresponding increase in the curvature of the smiling line (6.83 degrees). CONCLUSIONS: The change in curvature of the smiling line in these subjects was found to be related more significantly to the magnitude of difference in the inclination between the pre-treatment AOP and FOP than to the change in the inclination of the maxillary incisors. With orthodontic treatment, the smiling line can be correlated with cephalometric data to improve or maintain the curvature.


Assuntos
Incisivo/patologia , Má Oclusão Classe II de Angle/terapia , Ortodontia Corretiva/métodos , Sorriso , Adolescente , Adulto , Dente Pré-Molar/cirurgia , Cefalometria/métodos , Oclusão Dentária , Feminino , Humanos , Masculino , Má Oclusão Classe II de Angle/patologia , Maxila/patologia , Modelos Dentários , Adulto Jovem
3.
Neural Comput ; 25(10): 2709-33, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23895046

RESUMO

Effective learning and recovery of relevant source brain activity patterns is a major challenge to brain-computer interface using scalp EEG. Various spatial filtering solutions have been developed. Most current methods estimate an instantaneous demixing with the assumption of uncorrelatedness of the source signals. However, recent evidence in neuroscience suggests that multiple brain regions cooperate, especially during motor imagery, a major modality of brain activity for brain-computer interface. In this sense, methods that assume uncorrelatedness of the sources become inaccurate. Therefore, we are promoting a new methodology that considers both volume conduction effect and signal propagation between multiple brain regions. Specifically, we propose a novel discriminative algorithm for joint learning of propagation and spatial pattern with an iterative optimization solution. To validate the new methodology, we conduct experiments involving 16 healthy subjects and perform numerical analysis of the proposed algorithm for EEG classification in motor imagery brain-computer interface. Results from extensive analysis validate the effectiveness of the new methodology with high statistical significance.


Assuntos
Aprendizagem por Discriminação/fisiologia , Eletroencefalografia/estatística & dados numéricos , Imaginação/fisiologia , Movimento/fisiologia , Algoritmos , Inteligência Artificial , Interfaces Cérebro-Computador , Interpretação Estatística de Dados , Humanos , Aprendizagem , Modelos Estatísticos , Neurociências , Processamento de Sinais Assistido por Computador
4.
Graefes Arch Clin Exp Ophthalmol ; 250(9): 1353-9, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22290071

RESUMO

OBJECTIVE: To evaluate the speed of pupil constriction (SPC) in response to a standardized change in illumination from dark to light using anterior segment optical coherence tomography (AS-OCT) in eyes with closed angles, compared to those with open angles. METHODS: This was a prospective, comparative, observational study. Study subjects with primary angle-closure glaucoma (PACG) and/or primary angle-closure (PAC) were recruited along with a group of normal as controls. Videos of iris and anterior segment changes in response to illumination were captured with real-time video recording from AS-OCT and analysed frame by frame, beginning from a dilated to a constricted pupil. Customized software was used to measure speed of iris constriction, anterior chamber depth (ACD), anterior chamber width (ACW), iris thickness, and pupil diameter (PD). SPC was defined as the rate of pupil diameter change in response to illumination. RESULTS: One hundred and sixty three Chinese subjects were recruited in this study. A total of 137 of 163 eligible videos (82.5%) were available for analysis, comprising 87 subjects with closed angles (all had undergone laser peripheral iridotomies before) and 50 with open angles. SPC was less in eyes with closed angles (1.22 mm/sec vs 1.56 mm/sec, p<0.001), after adjusting for age and ACW, and was positively correlated with axial length, ACD, anterior chamber angle status, PD in the dark, and iris thickness in the dark, (all r>0.2, all p<0.05). In multivariate analysis, SPC was independently associated with anterior chamber angle status (closed angle vs open angle) (ß=0.276, p=0.016) and PD in dark (ß= 0.129, p=0.009), after adjusting for age, ACW, ACD, iris thickness and vertical cup-to-disc ratio. CONCLUSIONS: Compared to those with open angles, eyes with closed angles in Chinese subjects have slower speed of pupil constriction in response to dark-light change, even after adjusting for biometric factors associated with angle closure. The results suggest that differences in irido-pupillary dynamics may play a role in the pathogenesis of angle closure.


Assuntos
Glaucoma de Ângulo Fechado/fisiopatologia , Pupila/efeitos da radiação , Reflexo Pupilar/fisiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Povo Asiático/etnologia , Adaptação à Escuridão , Feminino , Glaucoma de Ângulo Fechado/etnologia , Glaucoma de Ângulo Fechado/cirurgia , Humanos , Pressão Intraocular/fisiologia , Iridectomia , Iris/fisiologia , Luz , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Tomografia de Coerência Óptica , Gravação em Vídeo , Campos Visuais/fisiologia
5.
Tissue Eng ; 13(7): 1455-68, 2007 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17518743

RESUMO

Three-dimensional (3D) hepatocyte spheroids mimicking the structural and functional characteristics of hepatocytes in vivo were self-assembled onto a galactosylated polyethylene terephthalate (PET) substratum, and the dynamic process of spheroid formation was investigated using time-lapse confocal microscopy. Hepatocytes cultured on this galactosylated substratum formed small cell-aggregates within 12 h, which gradually merged into "island-like" clusters at approximately 1 day and spread to form prespheroid monolayer within 2 days; the prespheroid monolayer was stretched to fold into compact and larger 3D spheroids after 3 days. We compared the expressions of F-actin (cytoskeleton), phosphorylated focal adhesion kinase (p-FAK, cell-substratum interactions) and E-cadherin (cell-cell interactions) during the dynamic process of 3D hepatocyte spheroid formation with the dynamic process of 2D hepatocyte monolayer formation on collagen substratum. Hepatocytes in the prespheroid monolayer stage exhibited the strongest cell-substratum interactions of all 4 stages during spheroid formation with cell-cell interactions and F-actin distribution comparable with those of the 3D hepatocyte spheroids. The prespheroid monolayer also exhibited better hepatocyte polarity (multidrug resistance protein 2) and tight junction (zonula occludens-1) formation, more-differentiated hepatocyte functions (albumin production and cytochrome P450 1 A activity), and higher sensitivity to hepatotoxicity than the conventional 2D hepatocyte monolayer. The transient prespheroid 3D monolayer could be stabilized on a hybrid glycine-arginine-glycine-aspartic acid-serine (GRGDS)/galactose-PET substratum for up to 1 week and destabilized to form 3D spheroids in excess soluble GRGDS peptide.


Assuntos
Materiais Biocompatíveis , Galactose , Hepatócitos , Engenharia Tecidual , Animais , Adesão Celular , Técnicas de Cultura de Células , Células Cultivadas , Hepatócitos/fisiologia , Masculino , Polietilenotereftalatos , Ratos , Ratos Wistar
6.
J Microbiol Methods ; 68(1): 11-8, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16837087

RESUMO

Malaria is a serious global health problem and rapid, precise determination of parasitemia is necessary for malaria research and in clinical settings. Manual counting by light microscopy is the most widely used technique for parasitemia determination but it is a time-consuming and laborious process. The aim of our study was to develop an automated image analysis-based system for the rapid and accurate determination of parasitemia. We have developed, for the first time, a software, MalariaCount, that automatically generates parasitemias from images of Giemsa-stained blood smears. The potential application and robustness of MalariaCount was tested in normal and drug-treated in vitro cultures of Plasmodium falciparum. The results showed a tight correlation between MalariaCount and manual count parasitemia values. These findings suggest that MalariaCount can potentially be used as a tool to provide rapid and accurate determination of parasitemia in research laboratories where frequent, large-scale, efficient determination of parasitemia is required.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Malária Falciparum/parasitologia , Parasitemia/parasitologia , Plasmodium falciparum/isolamento & purificação , Animais , Eritrócitos/parasitologia , Humanos , Malária Falciparum/sangue , Parasitemia/sangue , Software
7.
Int J Oral Maxillofac Implants ; 32(6): 1273­1280, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28518181

RESUMO

PURPOSE: Soft and hard tissue volumes are critical for implant placement and long-term stability. Although the literature has adequately addressed tissue biotypes of Western populations, pertinent information about Asian populations is limited. This study aimed to evaluate the soft and hard tissue profiles of the maxillary anterior teeth of the Taiwanese population using a semi-automatic algorithm. MATERIALS AND METHODS: Cone beam computed tomography images of 11 adults with well-aligned maxillary anterior teeth were overlaid with those of cast models, based on the tooth crowns manually outlined by two independent observers. Each tooth was digitally trisected mesiodistally and apicocoronally. The thicknesses of the labial gingiva and alveolar bone were measured using a customized software program. RESULTS: No obvious difference between the observers was noted regarding the dimension of tooth crowns. The average thicknesses of the labial gingiva, the labial alveolar bone, and the palatal alveolar bone were 1.76 ± 0.11 mm, 1.02 ± 0.12 mm, and 1.80 ± 0.31 mm, respectively, with no significant differences between teeth. All parameters were thicker in the apical region than in the cervical region, and the alveolar bone was thinner in the midlabial region of incisors than in the interproximal regions. The thinnest areas were the midcervical compartment of the right central incisor (0.53 ± 0.33 mm) for the labial gingiva, the midcervical compartment of the right lateral incisor (0.23 ± 0.10 mm) for the labial alveolar bone, and the mesiocervical compartment of the left central incisor (0.33 ± 0.09 mm) for the palatal alveolar bone. CONCLUSION: This study presents an objective and comprehensive methodology for evaluating the soft and hard tissue profiles of maxillary anterior teeth and may be of value for presurgical planning for immediate implant placement. The results suggest that profiles of the Taiwanese subjects are similar to profiles of Western populations.


Assuntos
Processo Alveolar/anatomia & histologia , Implantes Dentários , Gengiva/anatomia & histologia , Maxila/anatomia & histologia , Adulto , Algoritmos , Processo Alveolar/diagnóstico por imagem , Tomografia Computadorizada de Feixe Cônico/métodos , Feminino , Gengiva/diagnóstico por imagem , Humanos , Masculino , Maxila/diagnóstico por imagem , Pessoa de Meia-Idade , Palato , Software , Coroa do Dente
8.
Tissue Eng ; 12(8): 2181-91, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16968159

RESUMO

Liver tissue constructs with excretory function are crucial to developing realistic hepatocyte models for engineering effective bioartificial liver-assisted devices and for modeling the in vivo tissue. Current hepatocyte in vitro models suffer from limited or inefficient hepatocyte repolarization, which results in poor removal of xenobiotics and other waste products from the cells. We hypothesized that the temporal and spatial presentation of the cell matrix and cell-cell contacts as polarity cues would be important to define the axis of polarization to improve the excretory function of hepatocytes. The spatial presentation of polarity cues can be best achieved with sandwich configuration. We improve the temporal presentation of polarity cues by introducing the collagen overlay immediately in synchrony with cell-cell contacts instead of after 24 h in conventional sandwich culture. We demonstrate that the immediate presentation of the collagen matrix overlay enhances the formation of apicobasolateral domains, tight junctions, and the recovery of the functional activity of 2 canalicular transporters, the multidrug resistance-associated protein (Mrp2) and P-glycoprotein (P-gp) at 48 h of culture, and enhances the albumin secretion, urea production, and 7-ethoxyresorufin-O-deethylation cytochrome P450 activities of hepatocytes over 14 days of culture as compared to the 24-h overlay controls. The improvement in the excretory function of hepatocytes for the removal of waste products deleterious to cells may improve the functional maintenance and the in vivo fidelity of tissue-engineered liver constructs.


Assuntos
Polaridade Celular/fisiologia , Matriz Extracelular/fisiologia , Hepatócitos/fisiologia , Animais , Adesão Celular/fisiologia , Células Cultivadas , Colágeno/fisiologia , Masculino , Ratos , Ratos Wistar
9.
IEEE Trans Pattern Anal Mach Intell ; 28(12): 2042-8, 2006 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17108378

RESUMO

A novel similarity measure for edge-detection that is robust to varying luminance and contrast is presented. It incorporates a regularization term and employs directional FIR edge filters with hyperbolic tangent profiles to ensure improved noise performance and edge localization compared to classical methods.


Assuntos
Algoritmos , Inteligência Artificial , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Armazenamento e Recuperação da Informação/métodos , Reconhecimento Automatizado de Padrão/métodos , Técnica de Subtração , Luz , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
10.
Stud Health Technol Inform ; 119: 96-8, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-16404023

RESUMO

In vertebroplasty, physician relies on both sight and feel to properly place the bone needle through various tissue types and densities, and to help monitor the injection of PMMA or cement into the vertebra. Incorrect injecting and reflux of the PMMA into areas where it should not go can result in detrimental clinical complication. This paper focuses on the human-computer interaction for simulating PMMA injection in our virtual spine workstation. Fluoroscopic images are generated from the CT patient volume data and simulated volumetric flow using a time varying 4D volume rendering algorithm. The user's finger movement is captured by a data glove. Immersion CyberGrasp is used to provide the variable resistance felt during injection by constraining the user's thumb. Based on our preliminary experiments with our interfacing system comprising simulated fluoroscopic imaging and haptic interaction, we found that the former has a larger impact on the user's control during injection.


Assuntos
Simulação por Computador , Injeções , Destreza Motora , Polimetil Metacrilato/administração & dosagem , Coluna Vertebral/cirurgia , Estados Unidos
11.
Int J Comput Assist Radiol Surg ; 10(8): 1269-77, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25503593

RESUMO

PURPOSE: A patient-specific upper airway model is important for clinical, education, and research applications. Cone-beam computed tomography (CBCT) is used for imaging the upper airway but automatic segmentation is limited by noise and the complex anatomy. A multi-step level set segmentation scheme was developed for CBCT volumetric head scans to create a 3D model of the nasal cavity and paranasal sinuses. METHODS: Gaussian mixture model thresholding and morphological operators are first employed to automatically locate the region of interest and to initialize the active contour. Second, the active contour driven by the Kullback-Leibler (K-L) divergence energy in a level set framework to segment the upper airway. The K-L divergence asymmetry is used to directly minimize the K-L divergence energy on the probability density function of the image intensity. Finally, to refine the segmentation result, an anisotropic localized active contour is employed which defines the local area based on shape prior information. The method was tested on ten CBCT data sets. The results were evaluated by the Dice coefficient, the volumetric overlap error (VOE), precision, recall, and F-score and compared with expert manual segmentation and existing methods. RESULTS: The nasal cavity and paranasal sinuses were segmented in CBCT images with a median accuracy of 95.72 % [93.82-96.72 interquartile range] by Dice, 8.73 % [6.79-12.20] by VOE, 94.69 % [93.80-94.97] by precision, 97.73 % [92.70-98.79] by recall, and 95.72 % [93.82-96.69] by F-score. CONCLUSION: Automated CBCT segmentation of the airway and paranasal sinuses was highly accurate in a test sample of clinical scans. The method may be useful in a variety of clinical, education, and research applications.


Assuntos
Tomografia Computadorizada de Feixe Cônico/métodos , Cavidade Nasal/diagnóstico por imagem , Seios Paranasais/diagnóstico por imagem , Humanos , Interpretação de Imagem Radiográfica Assistida por Computador , Reprodutibilidade dos Testes
12.
Comput Med Imaging Graph ; 38(8): 683-95, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25158997

RESUMO

Contrast-enhanced C-arm CT is routinely used for intra-operative guidance during the trans-catheter aortic valve implantation (TAVI); however, the requirement for contrast agent injection is not preferable, especially for patients with renal insufficiencies. To address this problem, we present a novel framework for fully automatic registration of pre-operative CT and non-contrast-enhanced C-arm CT. The proposed framework provides an improved workflow and minimizes the usage of contrast agent in the TAVI procedure. Our framework consists of three steps: coarse rigid-body alignment, anatomical knowledge-based prior deformation field generation, and fine deformable registration. We validated the proposed framework on 20 real patient data sets. Based on the 20 data sets, the mesh-to-mesh errors at the aortic root from different methods are measured. Our proposed method significantly outperforms the other state-of-the-art methods. Specifically, we achieve the registration accuracy at 1.76±0.43 mm which is clinically plausible. Quantitative evaluation on real non-contrast enhanced C-arm CT data sets confirms the applicability in the clinical usage. The proposed heart registration method is generic and hence can be easily applied to other cardiac applications.


Assuntos
Valva Aórtica/diagnóstico por imagem , Valva Aórtica/cirurgia , Reconhecimento Automatizado de Padrão/métodos , Técnica de Subtração , Cirurgia Assistida por Computador/métodos , Tomografia Computadorizada por Raios X/métodos , Substituição da Valva Aórtica Transcateter/métodos , Pontos de Referência Anatômicos/diagnóstico por imagem , Meios de Contraste , Humanos , Cuidados Pré-Operatórios/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Processamento de Sinais Assistido por Computador
13.
Comput Biol Med ; 50: 116-28, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24853776

RESUMO

Cone beam CT (CBCT) has gained popularity in dentistry for 3D imaging of the jaw bones and teeth due to its high resolution and relatively lower radiation exposure compared to multi-slice CT (MSCT). However, image segmentation of the tooth from CBCT is more complex than from MSCT due to lower bone signal-to-noise. This paper describes a level-set method to extract tooth shape from CBCT images of the head. We improve the variational level set framework with three novel energy terms: (1) dual intensity distribution models to represent the two regions inside and outside the tooth; (2) a robust shape prior to impose a shape constraint on the contour evolution; and (3) using the thickness of the tooth dentine wall as a constraint to avoid leakage and shrinkage problems in the segmentation process. The proposed method was compared with several existing methods and was shown to give improved segmentation accuracy.


Assuntos
Tomografia Computadorizada de Feixe Cônico/métodos , Imageamento Tridimensional/métodos , Arcada Osseodentária/diagnóstico por imagem , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Dente/diagnóstico por imagem , Algoritmos , Humanos , Distribuição Normal , Reprodutibilidade dos Testes , Software , Coroa do Dente/patologia
14.
J Neural Eng ; 11(5): 056020, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25242018

RESUMO

OBJECTIVE: Session-to-session nonstationarity is inherent in brain-computer interfaces based on electroencephalography. The objective of this paper is to quantify the mismatch between the training model and test data caused by nonstationarity and to adapt the model towards minimizing the mismatch. APPROACH: We employ a tensor model to estimate the mismatch in a semi-supervised manner, and the estimate is regularized in the discriminative objective function. MAIN RESULTS: The performance of the proposed adaptation method was evaluated on a dataset recorded from 16 subjects performing motor imagery tasks on different days. The classification results validated the advantage of the proposed method in comparison with other regularization-based or spatial filter adaptation approaches. Experimental results also showed that there is a significant correlation between the quantified mismatch and the classification accuracy. SIGNIFICANCE: The proposed method approached the nonstationarity issue from the perspective of data-model mismatch, which is more direct than data variation measurement. The results also demonstrated that the proposed method is effective in enhancing the performance of the feature extraction model.


Assuntos
Mapeamento Encefálico/métodos , Eletrocardiografia/métodos , Potencial Evocado Motor/fisiologia , Imaginação/fisiologia , Modelos Neurológicos , Córtex Motor/fisiologia , Movimento/fisiologia , Algoritmos , Simulação por Computador , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
15.
Int J Comput Assist Radiol Surg ; 8(5): 723-32, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23397281

RESUMO

PURPOSE: Extraction of the mandible from 3D volumetric images is frequently required for surgical planning and evaluation. Image segmentation from MRI is more complex than CT due to lower bony signal-to-noise. An automated method to extract the human mandible body shape from magnetic resonance (MR) images of the head was developed and tested. METHODS: Anonymous MR images data sets of the head from 12 subjects were subjected to a two-stage rule-constrained region growing approach to derive the shape of the body of the human mandible. An initial thresholding technique was applied followed by a 3D seedless region growing algorithm to detect a large portion of the trabecular bone (TB) regions of the mandible. This stage is followed with a rule-constrained 2D segmentation of each MR axial slice to merge the remaining portions of the TB regions with lower intensity levels. The two-stage approach was replicated to detect the cortical bone (CB) regions of the mandibular body. The TB and CB regions detected from the preceding steps were merged and subjected to a series of morphological processes for completion of the mandibular body region definition. Comparisons of the accuracy of segmentation between the two-stage approach, conventional region growing method, 3D level set method, and manual segmentation were made with Jaccard index, Dice index, and mean surface distance (MSD). RESULTS: The mean accuracy of the proposed method is [Formula: see text] for Jaccard index, [Formula: see text] for Dice index, and [Formula: see text] mm for MSD. The mean accuracy of CRG is [Formula: see text] for Jaccard index, [Formula: see text] for Dice index, and [Formula: see text] mm for MSD. The mean accuracy of the 3D level set method is [Formula: see text] for Jaccard index, [Formula: see text] for Dice index, and [Formula: see text] mm for MSD. The proposed method shows improvement in accuracy over CRG and 3D level set. CONCLUSION: Accurate segmentation of the body of the human mandible from MR images is achieved with the proposed two-stage rule-constrained seedless region growing approach. The accuracy achieved with the two-stage approach is higher than CRG and 3D level set.


Assuntos
Algoritmos , Imageamento Tridimensional , Imageamento por Ressonância Magnética/métodos , Mandíbula/anatomia & histologia , Humanos , Reprodutibilidade dos Testes
16.
IEEE Trans Biomed Eng ; 60(6): 1499-508, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23362243

RESUMO

Late gadolinium enhanced (LGE) cardiac magnetic resonance (CMR) can directly visualize nonviable myocardium with hyperenhanced intensities with respect to normal myocardium. For heart attack patients, it is crucial to facilitate the decision of appropriate therapy by analyzing and quantifying their LGE CMR images. To achieve accurate quantification, LGE CMR images need to be processed in two steps: segmentation of the myocardium followed by classification of infarcts within the segmented myocardium. However, automatic segmentation is difficult usually due to the intensity heterogeneity of the myocardium and intensity similarity between the infarcts and blood pool. Besides, the slices of an LGE CMR dataset often suffer from spatial and intensity distortions, causing further difficulties in segmentation and classification. In this paper, we present a comprehensive 3-D framework for automatic quantification of LGE CMR images. In this framework, myocardium is segmented with a novel method that deforms coupled endocardial and epicardial meshes and combines information in both short- and long-axis slices, while infarcts are classified with a graph-cut algorithm incorporating intensity and spatial information. Moreover, both spatial and intensity distortions are effectively corrected with specially designed countermeasures. Experiments with 20 sets of real patient data show visually good segmentation and classification results that are quantitatively in strong agreement with those manually obtained by experts.


Assuntos
Gadolínio , Imageamento Tridimensional/métodos , Imagem Cinética por Ressonância Magnética/métodos , Infarto do Miocárdio/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Artefatos , Bases de Dados Factuais , Feminino , Coração/anatomia & histologia , Coração/fisiologia , Coração/fisiopatologia , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/patologia
17.
Int J Comput Assist Radiol Surg ; 8(6): 1015-25, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23649730

RESUMO

PURPOSE: The use of projector-based augmented reality (AR) in surgery may enable surgeons to directly view anatomical models and surgical data from the patient's surface (skin). It has the advantages of a consistent viewing focus on the patient, an extended field of view and augmented interaction. This paper presents an AR guidance mechanism with a projector-camera system to provide the surgeon with direct visual feedback for supervision of robotic needle insertion in radiofrequency (RF) ablation treatment. METHODS: The registration of target organ models to specific positions on the patient body is performed using a surface-matching algorithm and point-based registration. An algorithm based on the extended Kalman filter and spatial transformation is used to intraoperatively compute the virtual needle's depth in the patient's body for AR display. RESULTS: Experiments of this AR system on a mannequin were conducted to evaluate AR visualization and accuracy of virtual RF needle insertion. The average accuracy of 1.86 mm for virtual needle insertion met the clinical requirement of 2 mm or better. The feasibility of augmented interaction with a surgical robot using the proposed open AR interface with active visual feedback was demonstrated. CONCLUSIONS: The experimental results demonstrate that this guidance system is effective in assisting a surgeon to perform a robot-assisted radiofrequency ablation procedure. The novelty of the work lies in establishing a navigational procedure for percutaneous surgical augmented intervention integrating a projection-based AR guidance and robotic implementation for surgical needle insertion.


Assuntos
Ablação por Cateter/métodos , Agulhas , Robótica/instrumentação , Cirurgia Assistida por Computador/métodos , Ablação por Cateter/instrumentação , Humanos , Modelos Anatômicos , Software , Cirurgia Assistida por Computador/instrumentação
18.
Med Image Anal ; 17(6): 685-97, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23562069

RESUMO

Automatic segmentation of the left ventricle (LV) in late gadolinium enhanced (LGE) cardiac MR (CMR) images is difficult due to the intensity heterogeneity arising from accumulation of contrast agent in infarcted myocardium. In this paper, we present a comprehensive framework for automatic 3D segmentation of the LV in LGE CMR images. Given myocardial contours in cine images as a priori knowledge, the framework initially propagates the a priori segmentation from cine to LGE images via 2D translational registration. Two meshes representing respectively endocardial and epicardial surfaces are then constructed with the propagated contours. After construction, the two meshes are deformed towards the myocardial edge points detected in both short-axis and long-axis LGE images in a unified 3D coordinate system. Taking into account the intensity characteristics of the LV in LGE images, we propose a novel parametric model of the LV for consistent myocardial edge points detection regardless of pathological status of the myocardium (infarcted or healthy) and of the type of the LGE images (short-axis or long-axis). We have evaluated the proposed framework with 21 sets of real patient and four sets of simulated phantom data. Both distance- and region-based performance metrics confirm the observation that the framework can generate accurate and reliable results for myocardial segmentation of LGE images. We have also tested the robustness of the framework with respect to varied a priori segmentation in both practical and simulated settings. Experimental results show that the proposed framework can greatly compensate variations in the given a priori knowledge and consistently produce accurate segmentations.


Assuntos
Gadolínio , Ventrículos do Coração/patologia , Interpretação de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Infarto do Miocárdio/patologia , Disfunção Ventricular Esquerda/patologia , Adulto , Algoritmos , Meios de Contraste , Feminino , Humanos , Aumento da Imagem/métodos , Masculino , Infarto do Miocárdio/complicações , Reconhecimento Automatizado de Padrão/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Disfunção Ventricular Esquerda/complicações
19.
Comput Med Imaging Graph ; 37(7-8): 450-8, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24070670

RESUMO

Transfer functions play a key role in volume rendering of medical data, but transfer function manipulation is unintuitive and can be time-consuming; achieving an optimal visualization of patient anatomy or pathology is difficult. To overcome this problem, we present a system for automatic transfer function design based on visibility distribution and projective color mapping. Instead of assigning opacity directly based on voxel intensity and gradient magnitude, the opacity transfer function is automatically derived by matching the observed visibility distribution to a target visibility distribution. An automatic color assignment scheme based on projective mapping is proposed to assign colors that allow for the visual discrimination of different structures, while also reflecting the degree of similarity between them. When our method was tested on several medical volumetric datasets, the key structures within the volume were clearly visualized with minimal user intervention.


Assuntos
Algoritmos , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Cor , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
20.
JAMA Ophthalmol ; 131(1): 44-9, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23307207

RESUMO

OBJECTIVE: To evaluate changes in the speed of pupil constriction and in anterior segment parameters after laser peripheral iridotomy (LPI) in patients with angle closure using anterior segment optical coherence tomography. METHODS: In this prospective observational study, videos of pupil and anterior segment changes in response to illumination were captured with real-time video recording using anterior segment optical coherence tomography and were analyzed frame by frame before and after LPI. Customized software was used to measure the speed of pupil constriction and changes in anterior chamber depth and anterior chamber area, as well as iris thickness at 750 µm from the scleral spur, at the sphincter muscle region (0.75 mm from the pupillary margin), and at the mid-iris location (half the distance between the scleral spur and the pupillary margin). Pupil diameter, angle opening distance, and trabecular-iris space area at 500 µm from the scleral spur were determined. The speed of pupil constriction was defined as the rate of pupil diameter change in response to illumination. RESULTS: Twenty-nine patients were included. Most were Chinese (26 of 29 [90%]) and female (18 of 29 [62%]). The anterior chamber area, angle opening distance at 500 µm from the scleral spur, and trabecular-iris space area at 500 µm from the scleral spur were significantly higher after LPI (P < .001). A significant increase was observed in the speed of pupil constriction after LPI (P < .005). In response to illumination, the rate of change in iris thickness at the sphincter muscle region and at 750 µm from the scleral spur was faster after LPI (P < .05). Similarly, an increase was observed in the speed of change of angle-opening distance at 500 µm from the scleral spur in response to illumination after LPI (P < .05). CONCLUSIONS: In patients with angle closure, changes in dynamic iridopupillary behavior are observed after LPI. The speed of pupillary constriction is faster after LPI.


Assuntos
Glaucoma de Ângulo Fechado/cirurgia , Iridectomia , Iris/cirurgia , Terapia a Laser/métodos , Lasers de Estado Sólido/uso terapêutico , Pupila/fisiologia , Adulto , Idoso , Câmara Anterior/patologia , Comprimento Axial do Olho/patologia , Biometria , Paquimetria Corneana , Feminino , Glaucoma de Ângulo Fechado/fisiopatologia , Humanos , Pressão Intraocular/fisiologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Tomografia de Coerência Óptica , Tonometria Ocular , Acuidade Visual/fisiologia
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