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1.
Indian J Ophthalmol ; 70(8): 2877-2882, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35918935

RESUMO

Purpose: To compare image characteristics of retinal nerve fiber layer (RNFL) between glaucoma patients and healthy controls using adaptive optics scanning laser ophthalmoscopy (AOSLO). Methods: This was a cross-sectional pilot study with two groups: a glaucoma group with patients with moderate or severe glaucoma as per the Hodapp-Parrish-Anderson classification system and a control group with healthy individuals. The optic nerve damage in moderate glaucoma was predominantly located in only one hemisphere; the other hemisphere was un- or minimally affected on optical coherence tomography and automated perimetry and is referred to as early glaucoma. The structure of RNFL bundles and gain (%) in RNFL images with mean pixel values between 15 and 35 were analyzed. Imaging was performed one degree away from the optic disc margin at two and four cardinal clock positions in the glaucoma and control groups, respectively. The field of view was 1.3° at 2.3 µ resolution. We studied one eye per participant. Results: There were 11 glaucoma patients and 7 healthy controls. Imaging was successful at 88% of the locations in controls and early glaucoma; the reflectivity differed significantly (0.51 and 0.56, respectively, P < 0.001) but not the structure of RNFL bundles (Cohen's Kappa 0.11) between them. In patients with moderate and severe glaucoma, imaging was successful only at 46% of the locations; RNFL bundles were not discernible, and RNFL reflectivity did not differ from those with early glaucoma (P < 0.11). Conclusion: The recorded gain (%) of RNFL images obtained using AOSLO could be an objective indicator of early glaucoma.


Assuntos
Glaucoma , Fibras Nervosas , Estudos Transversais , Diagnóstico Precoce , Glaucoma/diagnóstico , Humanos , Lasers , Oftalmoscopia/métodos , Projetos Piloto , Tomografia de Coerência Óptica/métodos
2.
Bioengineering (Basel) ; 9(1)2022 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-35049735

RESUMO

Computational modelling of damage and rupture of non-connective and connective soft tissues due to pathological and supra-physiological mechanisms is vital in the fundamental understanding of failures. Recent advancements in soft tissue damage models play an essential role in developing artificial tissues, medical devices/implants, and surgical intervention practices. The current article reviews the recently developed damage models and rupture models that considered the microstructure of the tissues. Earlier review works presented damage and rupture separately, wherein this work reviews both damage and rupture in soft tissues. Wherein the present article provides a detailed review of various models on the damage evolution and tear in soft tissues focusing on key conceptual ideas, advantages, limitations, and challenges. Some key challenges of damage and rupture models are outlined in the article, which helps extend the present damage and rupture models to various soft tissues.

4.
Curr Eye Res ; 46(10): 1482-1488, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33745401

RESUMO

Aim: To report the temperature differences on the ocular surface using infrared thermal imaging (TI) in thyroid eye disease (TED) and healthy eyesMethods: Prospective, consecutive, comparative case series comparing TI parameters between active and inactive TED with healthy controls. The data captured included baseline demography, activity of TED and the TI parameters. Area under the receiver operating characteristic curves (AUROC) were calculated for the temperature values to determine the sensitivity and specificity in distinguishing active from inactive TED. The Youden index and the predictor cut off values were also reported.Results: The study included 11 eyes with active TED, 46 eyes with inactive TED and 40 eyes healthy patients. Temperatures of pre-determined points on the ocular surface in degrees were compared between the three groups. Temperature at the caruncle, medial and lateral conjunctiva was noted to be significantly higher in the active TED group compared to inactive TED and healthy eyes. The most favorable Youden index (0.7) was noted for the caruncle with an AUROC value of 0.91, a sensitivity of 91% and a specificity of 79%. Correlation coefficient for the caruncular temperature with the corresponding CAS (clinical activity score) was 0.65 (95% C.I. 0.45 to 0.78, p < .0001).Conclusion: Thermal imaging in TED is an objective way of documenting surface inflammation by the surrogate marker of temperature change. It supplements CAS in clinically evident cases and could be useful in staging eyes with subtle clinical signs as well as those where signs have reduced following initiation of treatment.


Assuntos
Temperatura Corporal/fisiologia , Túnica Conjuntiva/fisiologia , Córnea/fisiologia , Pálpebras/fisiologia , Oftalmopatia de Graves/fisiopatologia , Órbita/fisiologia , Termografia/métodos , Adulto , Área Sob a Curva , Feminino , Voluntários Saudáveis , Humanos , Raios Infravermelhos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Curva ROC , Sensibilidade e Especificidade
5.
Br J Ophthalmol ; 105(11): 1520-1524, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-32917628

RESUMO

AIM: To report the foveal cone count in eyes with resolved endophthalmitis vis-à-vis normal fellow eyes using an indigenous adaptive optics scanning laser ophthalmoscopy (AO-SLO). METHODS: In a prospective cross-sectional comparative pilot study, we recruited patients with resolved endophthalmitis in one eye (study eye) and a normal fellow eye (control eye). Collected data included measurement of the best-corrected visual acuity (BCVA), spectral-domain optical coherence tomography (OCT) imaging and AO-SLO imaging and cone counting at the fovea in both eyes. RESULTS: The study included 12 eyes of 6 patients. The mean age was 51.66±11.97 years (median 56 years). BCVA in all control eyes was 20/20 (logarithm of the minimum angle of resolution (LogMAR) 0), and in the study, eyes was 0.21±0.13 (median 0.19, Snellen 20/30; p=0.001; 95% CI -0.39 to -0.09). The follow-up was 18.66±12.32 (median 20 months). The cone count at the fovea in the control eye was 4356.33±1993.93 (median 4498), and in the study eye, it was 2357.16±1541.17 (median 2187.5; p=0.03; 95% CI -3556 to -1082). CONCLUSIONS: Eyes with resolved endophthalmitis with near-normal vision have reduced number of foveal cones even in absence of OCT-detected gross structural changes. TRANSLATIONAL RELEVANCE: The current work describes the application of cellular-level imaging technique called adaptive optics scanning laser ophthalmoscopy (AO-SLO) to the clinical condition of resolved endophthalmitis. The study of retinal cell biology at the cellular level is possible using the emerging technology of AO-SLO. This new investigative modality that has the potential to image the retina at the cellular level until the photoreceptors is more likely to unravel the pathophysiology of a variety of retinal diseases.


Assuntos
Endoftalmite/diagnóstico por imagem , Microscopia Confocal/métodos , Oftalmoscopia/métodos , Células Fotorreceptoras Retinianas Cones/patologia , Adulto , Estudos Transversais , Diagnóstico por Imagem , Feminino , Humanos , Lasers , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Estudos Prospectivos
6.
J Glaucoma ; 30(1): 5-9, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-32969921

RESUMO

PRECIS: With a newly designed blade, slicing of the Ahmed glaucoma valve (AGV) leaflets helped to convert the flow-restrictive AGV into a non-flow-restrictive device. Flow characteristics by our in-vitro study confirmed the loss of resistance of AGV valve leaflets. PURPOSE: To describe a new blade to destroy the valve leaflets of AGV and to report the in-vitro flow characteristics of AGV after valve destruction. METHODS: All the newly opened AGV implants and the Aurolab aqueous drainage implants (AADI, used as controls) were tested by connecting to a 27-G cannula, open manometer, digital manometer, and automated infusion pump. Data logging was done using a digital manometer at 4 Hz using computerized software. When the AGV's flow characterization reached the steady phase, their valve functionality was destroyed by disrupting the valve leaflets, using a specially designed blade. The flow characteristics after valve slicing were compared with that of AADI. RESULTS: A total of 5 FP7 AGVs and 2 AADIs were tested. After initial resistance to flow (5, 8 mm Hg) observed in the case of AADI for 1 to 3 hours, it dropped to 1 mm Hg in both the implants. The flow-restrictive AGV showed 3 distinct phases in the flow characterization. The first phase included the transient phase followed by the steady phase wherein the pressure was 11.2±2.6 (min 7, max 14) mm Hg. The pressure resistance of the AGV dropped significantly (P<0.001) to a mean of 0.4±0.54 mm Hg (1 mm Hg in 2 devices and 0 mm Hg in 3 devices) after the valve functionality was destroyed. The average time taken for this drop in pressure resistance after valve slicing was 10.2±3.0 minutes (min 7, max 15). CONCLUSIONS: It was possible to convert the flow-restrictive AGV into a non-flow-restrictive device by destroying the functionality of the valve leaflets. The pressure of the AGVs was similar to AADI after destroying its valve functionality.


Assuntos
Implantes para Drenagem de Glaucoma , Glaucoma , Catéteres , Glaucoma/cirurgia , Humanos , Pressão Intraocular , Implantação de Prótese
7.
BMJ Case Rep ; 13(5)2020 May 13.
Artigo em Inglês | MEDLINE | ID: mdl-32404372

RESUMO

A 5-year-old boy with failed combined trabeculotomy and trabeculectomy underwent Ahmed glaucoma valve (AGV) implantation and presented 5 weeks postoperatively, with sudden onset proptosis downward displacement of the globe, limited extraocular movements and displacement of tube from anterior chamber. CT scan of the orbits showed a large cystic bleb with posterior dislocation of the implant and was explanted. In vitro testing of implant for fluid flow characteristics revealed a dysfunctional valve with anterior leak, which could have possibly lead to anterior and inferior fluid accumulation resulting in displacement of implant, a probable cause for this rare complication. The case was successfully managed later with the Aurolab aqueous drainage device implantation. This case report cautions the surgeon for the possibility of a large cystic bleb following abnormal leak in AGV resulting in orbital complications like proptosis, motility limitation and impending optic nerve compression.


Assuntos
Exoftalmia , Implantes para Drenagem de Glaucoma , Glaucoma , Pré-Escolar , Humanos , Masculino , Diagnóstico Diferencial , Exoftalmia/diagnóstico por imagem , Exoftalmia/etiologia , Exoftalmia/cirurgia , Glaucoma/congênito , Glaucoma/diagnóstico por imagem , Glaucoma/cirurgia , Implantes para Drenagem de Glaucoma/efeitos adversos , Falha de Prótese
9.
Cont Lens Anterior Eye ; 43(3): 256-260, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-31813766

RESUMO

PURPOSE: To report the role of Bulls eye drop applicator device in self-instillation of eye drops and in prevention of wastage of medicine. METHODS: A small pocket sized device "Bulls eye drop applicator" was developed, which is a simple, handy, mirror-based attachment which can be attached to any eye drop bottle to help in accurate self-instillation of the drops in the eye. The prototype of this device was tried in ten volunteer subjects (Group 1) and 15 patients (Group 2); they were asked to use lubricating eye drops (5 ml bottle) in one eye without the device (N) and in the other eye with the device (M). The numbers of attempts for the application of eye drops were noted and the residual eye drops in the returned bottles were measured for quantitative assessment. RESULTS: Ten volunteers and 11/15 patients completed the study. At the completion of the study, there were a total of 232 applications of eye drops in the Group 1 N (without device) and 1 M (with device). To achieve these 232 applications, there were 330 attempts without the device and 266 attempts of instillation were needed with the device (P < 0.0001). In Group 2, there were a total of 544 applications of eye drops; to achieve this, there were 879 attempts in Group 2 N and 685 attempts of instillation in Group 2 M (p < 0.0001). The cumulative quantity of residual drops in the returned bottles collected from Group 2 N was 5.1 ml and it was 19.7 ml in Group 2 M (p = 0.001). CONCLUSIONS: The number of attempts of instillation reduced significantly with the use of the eye drop applicator device. The use of eye drops applicator device reduced the wastage of drops from 42.2% to 14.6% in Group 1 N Vs Group 1 M and saving of about 35.7 % in Group 2 M compared to Group 2 N.


Assuntos
Anti-Hipertensivos/administração & dosagem , Glaucoma/tratamento farmacológico , Acuidade Visual , Administração Tópica , Desenho de Equipamento , Feminino , Humanos , Lubrificantes Oftálmicos/farmacologia , Masculino , Soluções Oftálmicas/farmacologia
10.
J Glaucoma ; 28(6): 507-511, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30950966

RESUMO

PRECIS: We checked 190 tonometers every month and repaired faulty ones. Calibration error (CE) frequency reduced from 23% to 0.6% at 1 year. Tonometers needing one or >1 CE repair differed in survival but not in age. PURPOSE: The purpose of this study was to report the outcomes of a comprehensive program to maintain calibration status of the Goldmann applanation tonometer. METHODS: This prospective cohort study was carried out at 2 tertiary eye care referral centers. We included 190 slit-lamp mounted Goldmann applanation tonometers (Model AT 900 C/M). Health care providers (error checking and reporting) and clinical engineers (maintenance) participated. The team carried out CE check once a month, and repair of faulty tonometers, if any, within 24 hours. Failure of tonometer was defined as development of unacceptable CE beyond the third repair. The main outcome measures were the frequency of CE and survival function of the tonometer over 1 year. RESULTS: The median age of the tonometers was 10.7 (range, 0.2 to 25.1) years. The total number of repairs was 86. The proportion (95% confidence interval) of faulty tonometers reduced from 23.1% (17.7, 29.6) in the first month to 0.6% (0.1, 3.3) at 1 year (P<0.01). The median age of the tonometer did not differ between those needing (n=63, 9.4 y) and not needing (n=127, 10.7 y; P=0.24) repair. All tonometers requiring 1 CE repair (n=49, 25.7%) survived until 1 year. The survival of tonometers requiring >1 CE repair (n=14, 7.3%) was 40% at 1 year. CONCLUSIONS: Our in-house program maintained 92.6% tonometers error free. Number of repairs rather than age determined the need for replacement/sending back the tonometer to the manufacturer. Our simple and easy to follow maintenance program has the potential for wide application.


Assuntos
Utilização de Equipamentos e Suprimentos/organização & administração , Centros de Atenção Terciária/organização & administração , Tonometria Ocular/instrumentação , Tonometria Ocular/normas , Calibragem , Estudos de Coortes , Desenho de Equipamento , Falha de Equipamento/estatística & dados numéricos , Utilização de Equipamentos e Suprimentos/normas , Utilização de Equipamentos e Suprimentos/estatística & dados numéricos , Humanos , Pressão Intraocular , Manutenção/métodos , Manutenção/organização & administração , Oftalmologia/organização & administração , Oftalmologia/normas , Oftalmologia/estatística & dados numéricos , Avaliação de Resultados em Cuidados de Saúde , Avaliação de Programas e Projetos de Saúde , Estudos Prospectivos , Reprodutibilidade dos Testes , Centros de Atenção Terciária/normas , Centros de Atenção Terciária/estatística & dados numéricos , Tonometria Ocular/estatística & dados numéricos
11.
Annu Int Conf IEEE Eng Med Biol Soc ; 2019: 2091-2094, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31946313

RESUMO

Various ophthalmic procedures critically depend on high-quality images. For instance, efficiency of teleophthalmology, a framework to bring advanced eye care to remote regions, is determined by the capability of assessing diagnostic quality of ocular fundus photographs (FPs), and rejecting poor-quality ones at the source. In this context, we study algorithmic methods of classifying high- and low-quality FPs. Crucially, diagnostic quality (DQ) - determined by clinically, but not necessarily perceptually, significant structures - is not synonymous with perceptual appeal. Yet, traditional methods handpick features individually (or in small subsets) to meet certain ad hoc perceptual requirements. In contrast, we investigate the efficacy of a comprehensive set of structure-preserving features, systematically generated by a deep scattering network (ScatNet). Specifically, we consider three advanced machine learning classifiers, train each using ScatNet as well as traditional features separately, and demonstrate that the former ensure significantly superior performance for each classifier under multiple criteria including classification accuracy.


Assuntos
Técnicas de Diagnóstico Oftalmológico , Olho/diagnóstico por imagem , Fundo de Olho , Aprendizado de Máquina , Fotografação , Algoritmos , Humanos , Oftalmologia , Telemedicina
12.
Comput Methods Programs Biomed ; 167: 1-12, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30501855

RESUMO

BACKGROUND AND OBJECTIVE: In current ophthalmological practices, assessment of graft condition post Descemet's stripping automated endothelial keratoplasty (DSAEK) is performed qualitatively using few (four) anterior-segment optical coherence tomography (AS-OCT) radial B-scans. From those scans, clinicians need to mentally synthesize the graft in 3D, and estimate its overall condition. In contrast, quantitative representation of 360° thickness profile would facilitate better visualization of graft condition, and hence medical decision making. Consequently, clinicians seek to quantify potential detachments in 3D from the aforementioned sparse B-scans. Against this backdrop, aiming to assist doctors in making an accurate postoperative assessment, we attempted at 3D visualization and quantification of donor lenticule separation (DLS) using only four AS-OCT radial B-scans. METHODS: We developed an automated methodology to model and quantify DLS in 3D using only four AS-OCT B-scans. Firstly, we demonstrated that detachment can be viewed as a tubular vessel-like structure and hence can be detected using Hessian matrix analysis. Secondly, a two-stage interpolation was employed for determining the 3D profile of the detachment. Finally, various clinically significant parameters including type of separation (communicative and non-communicative), volume and 360° thickness profile of the detachment, thickness (central and peripheral) of the recipient cornea and donor graft were also obtained. Accuracy of the proposed algorithm was substantiated via thorough statistical analysis, specifically, vis-á-vis intra- and inter-observer repeatability using Dice coefficient (DC). RESULTS: On twenty seven eyes of 27 patients (male and female), four radial OCT B-scans with 45° angular separation taken per eye, proposed algorithm found that donor graft detached completely in 3 eyes and detached one side (communicative) in remaining 24 eyes which is in agreement with expert's opinion. Quantitatively, proposed algorithm achieves a mean DC of 81.35% with manual reference which is close to the corresponding inter-observer repeatability value of 86.77%. Volume estimation of the detachment indicates that 11 eyes had 0-25%, 9 had 25-50%, 5 had 50-75% and 2 had 75-100% detachment. CONCLUSIONS: Accuracy of the proposed methodology was corroborated vis-à-vis observer delineation. This model of image analysis may aid in prognostication of graft outcome in patients with graft detachment after DSAEK.


Assuntos
Córnea/diagnóstico por imagem , Transplante de Córnea/efeitos adversos , Reconhecimento Automatizado de Padrão/métodos , Algoritmos , Endotélio Corneano , Feminino , Sobrevivência de Enxerto , Humanos , Masculino , Informática Médica/métodos , Modelos Estatísticos , Variações Dependentes do Observador , Reprodutibilidade dos Testes , Doadores de Tecidos , Tomografia de Coerência Óptica
13.
Transl Vis Sci Technol ; 7(3): 19, 2018 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-29946493

RESUMO

PURPOSE: To investigate the mechanism of action and consistency in flow characteristics of the Ahmed glaucoma valve (AGV) under simulated physiological conditions in-vitro and to evaluate whether resistance during priming has any effect on performance of the device. METHODS: Each newly opened AGV device was connected to a digital manometer and was primed with normal saline. The device was then placed in a saline bath and connected to an open manometer, a digital manometer, and an infusion pump. Saline was infused at a rate of 3 µL/min for 24 hours. Digital manometer readings were recorded at 4 Hz. RESULTS: Data obtained from 9 devices are presented as medians (ranges). The priming pressure was 1130 (835, 1625) mm Hg. Pressure versus time curves showed two distinct phases; transient and steady phases. The transient phase peak pressure was 24 (13, 45) mm Hg. In the steady phase, opening and closing pressures were 13 (10, 17) and 7 (4, 9) mm Hg, respectively; the valve leaflets briefly opened every 73.9 (51, 76.6) minutes and the fluctuation of pressure (difference between opening and closing pressures) was 6 (3, 9) mm Hg. The Spearman correlation coefficient between priming and opening and priming and closing pressure was ρ = -0.13 (P = 0.72) and ρ = -0.36 (P = 0.33), respectively. CONCLUSIONS: The device showed functionality like a valve. The resistance during priming did not affect opening and closing pressures of the AGV. This study showed variable in vitro performance of the AGV. TRANSLATIONAL RELEVANCE: These laboratory findings might, at least partly, explain the variability in the clinical outcome of the device.

14.
Sci Rep ; 8(1): 8997, 2018 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-29880905

RESUMO

A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has been fixed in the paper.

15.
Sci Rep ; 8(1): 6461, 2018 04 24.
Artigo em Inglês | MEDLINE | ID: mdl-29691426

RESUMO

Conventionally rendered optical coherence tomography (OCT) images of the posterior segment contain shadows which influence the visualization of deep structures such as the choroid. The purpose of this study was to determine whether OCT shadow compensation (SC) alters the appearance of the choroid and the apparent choroidal vascularity index (CVI), an OCT-derived estimated ratio of luminal to total choroidal volume. All scans were shadow compensated using a previously published algorithm, binarized using a novel validated algorithm and extracted binarized choroid to estimate CVI. On 27 raw swept-source OCT volume-scans of healthy subjects, the effect of SC on CVI was established both qualitatively and quantitatively. In shadow compensated scans, the choroid was visualized with greater brightness than the neurosensory retina and the masking of deep tissues by retinal blood vessels was greatly reduced. Among study subjects, significant mean difference in CVI of -0.13 was observed between raw and shadow compensated scans. Conventionally acquired OCT underestimates both choroidal reflectivity and calculated CVI. Quantitative analysis based on subjective grading demonstrated that SC increased the contrast between stromal and luminal regions and are in agreement with true tissue regions. This study is warranted to determine the effects of SC on CVI in diseased eyes.


Assuntos
Corioide/diagnóstico por imagem , Tomografia de Coerência Óptica/métodos , Adulto , Algoritmos , Corioide/irrigação sanguínea , Feminino , Voluntários Saudáveis , Humanos , Masculino , Retina/diagnóstico por imagem , Vasos Retinianos/diagnóstico por imagem , Acuidade Visual/fisiologia
16.
Comput Methods Biomech Biomed Engin ; 21(3): 287-296, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29602301

RESUMO

The optical performance of the human cornea under intraocular pressure (IOP) is the result of complex material properties and their interactions. The measurement of the numerous material parameters that define this material behavior may be key in the refinement of patient-specific models. The goal of this study was to investigate the relative contribution of these parameters to the biomechanical and optical responses of human cornea predicted by a widely accepted anisotropic hyperelastic finite element model, with regional variations in the alignment of fibers. Design of experiments methods were used to quantify the relative importance of material properties including matrix stiffness, fiber stiffness, fiber nonlinearity and fiber dispersion under physiological IOP. Our sensitivity results showed that corneal apical displacement was influenced nearly evenly by matrix stiffness, fiber stiffness and nonlinearity. However, the variations in corneal optical aberrations (refractive power and spherical aberration) were primarily dependent on the value of the matrix stiffness. The optical aberrations predicted by variations in this material parameter were sufficiently large to predict clinically important changes in retinal image quality. Therefore, well-characterized individual variations in matrix stiffness could be critical in cornea modeling in order to reliably predict optical behavior under different IOPs or after corneal surgery.


Assuntos
Córnea/fisiologia , Fenômenos Ópticos , Anisotropia , Fenômenos Biomecânicos , Análise de Elementos Finitos , Humanos , Pressão Intraocular , Modelos Biológicos , Reprodutibilidade dos Testes , Estresse Mecânico , Tonometria Ocular
17.
PLoS One ; 13(3): e0193324, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29513735

RESUMO

OBJECTIVE: To develop an algorithm for automated quantification of Haller's layer in choroid using swept-source optical coherence tomography (OCT). BACKGROUND: So far, to understand the association of various diseases with structural changes of choroid, only gross indicators such as thickness, volume and vascularity index have been examined. However, certain diseases affect specific sublayers of the choroid. Accordingly, a need for targeted quantitation arises. In particular, there is significant interest in understanding Haller's layer, a choroidal sublayer comprising relatively large blood vessels. Unfortunately, its intricate vasculature makes, manual quantitation difficult, tedious, and error-prone. To surmount this difficulty, it is imperative to develop an algorithmic method. METHODOLOGY: The primary contribution of this work consists in developing an approach for detecting the boundary between Haller's and Sattler's layers, the latter comprising medium-sized vessels. The proposed algorithm estimates vessel cross-sections using exponentiation-based binarization, and labels a vessel large if its cross-section exceeds certain statistically determined threshold. Finally, the desired boundary is obtained as a smooth curve joining the innermost points of such large vessels. On 50 OCT B-scans (of 50 healthy eyes), our algorithm was validated both qualitatively and quantitatively, by comparing with intra-observer variability. Extensive statistical analysis was performed using metrics including Dice coefficient (DC), correlation coefficient (CC) and absolute difference (AD). RESULTS: The proposed algorithm achieved a mean DC of 89.48% (SD:5.03%) in close agreement with the intra-observer repeatability of 89.12% (SD:5.68%). Corresponding mean AD and mean CC were of 17.54 µm (SD:16.45µm) and 98.10% (SD:1.60%) which too approximate the respective intra-observer repeatability values 19.19 µm (SD:17.69 µm) and 98.58% (SD:1.12%). CONCLUSION: High correlation between algorithmic and manual delineations indicates suitability of our algorithm for clinically analyzing choroid in greater finer details, especially, in diseased eyes.


Assuntos
Algoritmos , Plexo Corióideo/diagnóstico por imagem , Olho/diagnóstico por imagem , Interpretação de Imagem Assistida por Computador/métodos , Reconhecimento Automatizado de Padrão/métodos , Tomografia de Coerência Óptica/métodos , Vasos Sanguíneos/diagnóstico por imagem , Plexo Corióideo/irrigação sanguínea , Olho/irrigação sanguínea , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
18.
BMC Ophthalmol ; 17(1): 172, 2017 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-28931389

RESUMO

BACKGROUND: Hard exudates (HEs) are the classical sign of diabetic retinopathy (DR) which is one of the leading causes of blindness, especially in developing countries. Accordingly, disease screening involves examining HEs qualitatively using fundus camera. However, for monitoring the treatment response, quantification of HEs becomes crucial and hence clinicians now seek to measure the area of HEs in the digital colour fundus (CF) photographs. Against this backdrop, we proposed an algorithm to quantify HEs using CF images and compare with previously reported technique using ImageJ. METHODS: CF photographs of 30 eyes (20 patients) with diabetic macular edema were obtained. A robust semi-automated algorithm was developed to quantify area covered by HEs. In particular, the proposed algorithm, a two pronged methodology, involved performing top-hat filtering, second order statistical filtering, and thresholding of the colour fundus images. Subsequently, two masked observers performed HEs measurements using previously reported ImageJ-based protocol and compared with those obtained through proposed method. Intra and inter-observer grading was performed for determining percentage area of HEs identified by the individual algorithm. RESULTS: Of the 30 subjects, 21 were males and 9 were females with a mean age of the 50.25 ± 7.80 years (range 33-66 years). The correlation between the two measurements of semi-automated and ImageJ were 0.99 and 0.99 respectively. Previously reported method detected only 0-30% of the HEs area in 9 images, 30-60% in 12 images and 60-90% in remaining images, and more than 90% in none. In contrast, proposed method, detected 60-90% of the HEs area in 13 images and 90-100% in remaining 17 images. CONCLUSION: Proposed method semi-automated algorithm achieved acceptable accuracy, qualitatively and quantitatively, on a heterogeneous dataset. Further, quantitative analysis performed based on intra- and inter-observer grading showed that proposed methodology detects HEs more accurately than previously reported ImageJ-based technique. In particular, we proposed algorithm detect faint HEs also as opposed to the earlier method.


Assuntos
Algoritmos , Retinopatia Diabética/diagnóstico , Exsudatos e Transudatos/diagnóstico por imagem , Edema Macular/diagnóstico , Adulto , Idoso , Retinopatia Diabética/classificação , Feminino , Humanos , Edema Macular/classificação , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Fotografação/métodos , Estudos Retrospectivos , Sensibilidade e Especificidade , Acuidade Visual/fisiologia
19.
J Biomed Opt ; 21(9): 96004, 2016 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-27618288

RESUMO

Optical coherence tomography (OCT) enables us to monitor alterations in the thickness of the retinal layer as disease progresses in the human retina. However, subtle morphological changes in the retinal layers due to early disease progression often may not lead to detectable alterations in the thickness. OCT images encode depth-dependent backscattered intensity distribution arising due to the depth distributions of the refractive index from tissue microstructures. Here, such depth-resolved refractive index variations of different retinal layers were analyzed using multifractal detrended fluctuation analysis, a special class of multiresolution analysis tools. The analysis extracted and quantified microstructural multifractal information encoded in normal as well as diseased human retinal OCT images acquired

Assuntos
Fractais , Processamento de Imagem Assistida por Computador/métodos , Retina/diagnóstico por imagem , Tomografia de Coerência Óptica/métodos , Retinopatia Diabética/diagnóstico por imagem , Humanos , Edema Macular/diagnóstico por imagem , Processamento de Sinais Assistido por Computador
20.
Comput Biol Med ; 69: 52-60, 2016 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-26720266

RESUMO

A variety of vision ailments are indicated by structural changes in the retinal substructures of the posterior segment of the eye. In particular, integrity of the inner-segment/outer-segment (IS/OS) junction directly relates to the visual acuity. In the en-face optical coherence tomography (OCT) image, IS/OS damage manifests as a dark spot in the foveal region, and its quantification, usually performed by experts, assumes diagnostic significance. In this context, in view of the general scarcity of experts, it becomes imperative to develop algorithmic methods to reduce expert time and effort. Accordingly, we propose a semi-automated method based on level sets. As the energy function, we adopt mutual information which exploits the difference in statistical properties of the lesion and its surroundings. On a dataset of 27 en-face OCT images, segmentation obtained by the proposed algorithm exhibits close visual agreement with that obtained manually. Importantly, our results also match manual results in various statistical criteria. In particular, we achieve a mean Dice coefficient of 85.69%, desirably close to the corresponding observer repeatability index of 89.45%. Finally, we quantify algorithmic accuracy in terms of two quotient measures, defined relative to observer repeatability, which could be used as bases for comparison with future algorithms, even if the latter are tested on disparate datasets.


Assuntos
Algoritmos , Bases de Dados Factuais , Processamento de Imagem Assistida por Computador/métodos , Retina/patologia , Telangiectasia Retiniana/patologia , Tomografia de Coerência Óptica/métodos , Feminino , Humanos , Masculino
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