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Improving image segmentation performance and quantitative analysis via a computer-aided grading methodology for optical coherence tomography retinal image analysis
2010
Journal of Biomedical Optics
We demonstrate quantitative analysis and error correction of optical coherence tomography ͑OCT͒ retinal images by using a custom-built, computer-aided grading methodology. ...
The measurement accuracy range of the OCT retinal image analysis ͑OCTRIMA͒ algorithm is between 0.27 and 1.47 m and 0.6 and 1.76 m for the intragrader and intergrader reproducibility tests, respectively ...
Acknowledgments This study was supported in part by a Juvenile Diabetes Research Foundation grant ͑JDRF 2007-727͒, a NIH center grant P30-EY014801, and by an unrestricted grant to the University of Miami ...
doi:10.1117/1.3470116
pmid:20799817
pmcid:PMC3188636
fatcat:tywc5mngoncsdftzqmgppaz47y
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size – An automated system for quantification of retinal vessels morphology
2015
Expert systems with applications
QUARTZ : Quantitative Analysis of Retinal Vessel Topology and size An automated system for quantification of retinal vessels morphology, Expert Systems with Applications (2015), doi: http://dx.Abstract ...
Several retinal image analysis (RIA) systems have been developed. ...
Several software packages to analyse adult retinal images have been developed, including the System for the Integration of Retinal Image Understanding Services (SIRUS), Interactive Vessel Analysis (IVAN ...
doi:10.1016/j.eswa.2015.05.022
fatcat:b56dx3rbirhnzhib4vx2pm43vu
Front Matter: Volume 10134
2017
Medical Imaging 2017: Computer-Aided Diagnosis
Publication of record for individual papers is online in the SPIE Digital Library. SPIEDigitalLibrary.org Paper Numbering: Proceedings of SPIE follow an e-First publication model. ...
using a Base 36 numbering system employing both numerals and letters. ...
for computer-aided detection in CT
colonography [10134-16]
10134 0I
A study of oral contrast coating on the surface of polyps: an implication for
computer-aided detection and classification of polyps ...
doi:10.1117/12.2277119
dblp:conf/micad/X17
fatcat:ika7pheqxngdxejyvkss4dkbv4
Front Matter: Volume 9785
2016
Medical Imaging 2016: Computer-Aided Diagnosis
Publication of record for individual papers is online in the SPIE Digital Library. SPIEDigitalLibrary.org Paper Numbering: Proceedings of SPIE follow an e-First publication model. ...
using a Base 36 numbering system employing both numerals and letters. ...
predict short-term breast cancer
risk based on deep learning technology [9785-72]
vii
Proc. of SPIE Vol. 9785 978501-7
Computer-aided global breast MR image feature analysis for prediction of tumor ...
doi:10.1117/12.2240961
dblp:conf/micad/X16
fatcat:b5addnksdrgp3ixwvbjt53xeqe
An Intelligent Information Management System for Retinal Image Storage and Recognition in Chronic Disease using Digital Signal and Image Processing
2021
Informatica (Ljubljana, Tiskana izd.)
The results showed that the retinal image PACS system constructed in Browser/Server mode can effectively store and transmit DICOM images. ...
In this work, the medical digital image transmission protocol Digital Imaging & Communications in Medicine (DICOM) version 3.0 and the retinal image Picture Archiving & Communication System (PACS) were ...
Another important purpose of the design of retinal image DICOM-SR is to provide a basis for Computer aided diagnosis (CAD). ...
doi:10.31449/inf.v45i5.3556
fatcat:cf5crcvkdza7zl2dywvu2lu7he
Front Matter: Volume 7260
2009
Medical Imaging 2009: Computer-Aided Diagnosis
(United States) 7260 2D Multi-modality computer-aided diagnosis system for axillary lymph node (ALN) staging: segmentation of ALN on ultrasound images [7260-83] L. ...
München (Germany) LUNG IMAGING I 7260 07 An adaptive knowledge-driven medical image search engine for interactive diffuse parenchymal lung disease quantification [7260-06] Y. ...
"Bob's career was dedicated to the development of consensus measurement methods for the assessment of medical imaging systems, quantitative medical imaging and tissue characterization, and computer-aided ...
doi:10.1117/12.829302
dblp:conf/micad/X09
fatcat:jgk7ro3fazeuhl7j7zo3y57aki
Interactive segmentation for geographic atrophy in retinal fundus images
2008
2008 42nd Asilomar Conference on Signals, Systems and Computers
In this paper we leverage the watershed transform and generalized non-linear gradient operators for interactive segmentation and present an intuitive and simple approach for geographic atrophy segmentation ...
The problem of automatic segmentation of pathological images still remains an unsolved problem. ...
In this paper we present an interactive segmentation approach for geographic atrophy segmentation in retinal fundus images using the watershed transform (WT) algorithm. ...
doi:10.1109/acssc.2008.5074488
pmid:21866210
pmcid:PMC3159193
fatcat:a2tfg44xofgqrgvqpmw77sqmda
Disease Prediction Based On Retinal Images using Neural Network Classification
2019
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE
Computer-aided analyzed the image of the retina for the diagnostic purpose of the malady. ...
The image of the retina will be captured comparatively with a camera now each day with digital imaging technology there's abundantly advanced within the technology of computer analysis of the retinal pictures ...
with digital imaging technology there is much advanced in the technology of computer analysis for identifying the effects of diseases like cardiovascular diseases in the human system. ...
doi:10.35940/ijitee.k2491.0981119
fatcat:3azwnfw6bvgupog76o2b5g4t6i
OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization
2018
Journal of digital imaging
browsing, length/angle
Ophthalmic Diseases Detection and Analysis Computer-aided detection (CADe) is indispensable in the medical applications and effective CADe systems. ...
RESULTS We have successfully developed an integrated software system for ophthalmic image processing, analysis and visualization. ...
doi:10.1007/s10278-017-0047-6
pmid:30187316
fatcat:gwx63bm4argu5cb7vch6ewmdjy
A system for computerised retinal haemorrhage analysis
2009
BMC Research Notes
Our aim was to develop an objective computerised system for measuring different types of retinal haemorrhages in differing digital images, for use as a research tool. ...
an interactive system of haemorrhage assessment based on this. ...
Acknowledgements We would like to thank Caroline Williams for her invaluable help in formatting and proofreading the document. ...
doi:10.1186/1756-0500-2-196
pmid:19785742
pmcid:PMC2760568
fatcat:3qjyye6jdrhezk3jadhdxcbmdi
Segmentation of the Surfaces of the Retinal Layer from OCT Images
[chapter]
2006
Lecture Notes in Computer Science
We have developed a method for the automated segmentation of the internal limiting membrane and the pigment epithelium in 3-D OCT retinal images. ...
For example, for the internal limiting membrane, 4% of the 2-D scans had minor failures with no major failures using our approach, but 19% of the 2-D scans using the Stratus OCT-3 scanner had minor or ...
However, to date, very little has been reported on the automated analysis of such images [2] . ...
doi:10.1007/11866565_98
fatcat:ypfrrnj7hzh5dd5t5isyloytjq
Automatic diagnosis of retinal diseases from color retinal images
[article]
2010
arXiv
pre-print
The main goal of the proposed system is to diagnose the type of disease in the retina and to automatically detect and segment retinal diseases without human supervision or interaction. ...
For patients, it can reduce the need for travel and provide the access to a superspecialist. Ophthalmology lends itself easily to telemedicine as it is a largely image based diagnosis. ...
Computer aided diagnosis of retinal diseases is one of the most important tasks when dealing with a huge population. ...
arXiv:1002.2408v1
fatcat:3xeprd5t2neajepfb5mth2rnsa
Progress towards automated diabetic ocular screening: A review of image analysis and intelligent systems for diabetic retinopathy
2002
Medical and Biological Engineering and Computing
In summary, the advent of digital data sets has made image analysis more accessible, although questions regarding the assessment of individual algorithms and whole systems are only just being addressed ...
Most research has been undertaken in identification of the retinal vasculature and analysis of early pathological changes. ...
Acknowledgments~he retinal image in Fig. 1 was provided courtesy of the ETDRS and DRS Research Groups. ...
doi:10.1007/bf02347689
pmid:11954703
fatcat:q5snz2mjmzb5vloucpwbrmlltq
Retinal Vasculature Identification and Characterization Using OCT Imaging
[chapter]
2018
OCT - Applications in Ophthalmology
This chapter presents an analysis of the characteristics of the optical coherence tomography imaging and its potential for the retinal vascular identification and characterization. ...
For this reason, the analysis and diagnosis of many relevant diseases that affect the circulatory system, for example, reference, hypertension, diabetes or arteriosclerosis can be supported by the use ...
In this chapter, we provide an analysis of the characteristics of the OCT image modality and its potential for the retinal vessel tree identification and characterization, which are necessary for many ...
doi:10.5772/intechopen.78292
fatcat:fmdr44er5zah7jpmy6cximxbku
Accuracy Assessment of Intra- and Intervisit Fundus Image Registration for Diabetic Retinopathy Screening
2015
Investigative Ophthalmology and Visual Science
Highly accurate registration methods, such as WEVAR, may potentially be used for more efficient human grading and in computer-aided screening systems for detecting DR progression. ...
Fundus images of 70 diabetic patients who visited the Rotterdam Eye Hospital in 2012 and 2013 for a DR screening program were registered by all three programs. ...
Bryan for her advice on the statistical modeling used in this study. ...
doi:10.1167/iovs.14-15949
pmid:25650416
fatcat:74vznxxyybaf5akrjjmujbd36m
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