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Detection of Hemorrhage from Fundus Images using Hybrid Method

Reshma M.Mulla, Chavan M.S.
<span title="2014-12-18">2014</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
Diabetic retinopathy is serious health issue in recent survey.  ...  There are two levels of diabetic retinopathy non proliferative and proliferative stage.non proliferative is first stage of diabetic retinopathy which include micro aneurysms and cotton wool spots. if it  ...  retinopathy and it improve the performance of computer-aided diagnosis of hemorrhage in DR.so the computer aided system can help accurate detection of DR which can prevent eyes from blindness. this automated  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/18804-0364">doi:10.5120/18804-0364</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gxatnterhva6dfvmca735lpgla">fatcat:gxatnterhva6dfvmca735lpgla</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706120032/http://research.ijcaonline.org/volume107/number12/pxc3900364.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/61/9261d4b54c57f593cfd7a24ea592245642650117.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/18804-0364"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fundus Image Classification Using VGG-19 Architecture with PCA and SVD

Muhammad Mateen, Junhao Wen, Nasrullah, Sun Song, Zhouping Huang
<span title="2018-12-20">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nzoj5rayr5hutlurimhzyjlory" style="color: black;">Symmetry</a> </i> &nbsp;
Diabetic retinopathy (DR) is a retinal disease that is diagnosed in diabetic patients.  ...  Deep neural network (DNN) is widely used to classify diabetic retinopathy from fundus images collected from suspected persons.  ...  [6] developed a computer-aided system for the classification of fundus images using random forests [7] . On the basis of deep learning methods, Kuen et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym11010001">doi:10.3390/sym11010001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5whoki33a5ajvmvueafrp5atdu">fatcat:5whoki33a5ajvmvueafrp5atdu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504110045/https://res.mdpi.com/symmetry/symmetry-11-00001/article_deploy/symmetry-11-00001.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2b/19/2b1991da2a10b30518c36a0020d18019a055ec42.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym11010001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Diabetic Retinopathy, an Eye Disease Prediction System: Survey

Sheetal Mutha
<span title="2019-01-31">2019</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
The Digital Retinal Fundus image is analysed for the classification of various stages of Diabetic Retinopathy (DR).  ...  Diabetic retinopathy is the most common complication caused by the diabetes, which affects the eyes and results in blindness.  ...  Computer Aided Diagnosis System For Diabetic Retinopathy 1) "Romany F.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.1035">doi:10.22214/ijraset.2019.1035</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k7w75y7vqbeepi6ji7xxomwbpm">fatcat:k7w75y7vqbeepi6ji7xxomwbpm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216041001/http://ijraset.com/fileserve.php?FID=19595" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4f/ef/4fef7c39ad2c2ff82a83f454810ee1a9b50ca2ba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.1035"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Diabetic Maculopathy Detection using Image Processing

<span title="2019-12-30">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h673cvfolnhl3mnbjxkhtxdtg4" style="color: black;">International Journal of Engineering and Advanced Technology</a> </i> &nbsp;
There are many physical tests like visual test, pupil dilation to detect retinopathy but all are time consuming processes. For diabetic retinopathy, it needs a continuous monitoring process.  ...  Diabetic maculopathy is detected using image processing technique.  ...  The main aim of computer aided systems is to give guidance to the ophthalmologist for the prediction of diabetic maculopathy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijeat.a1102.1291s419">doi:10.35940/ijeat.a1102.1291s419</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uhvpnqqmbzcahlwhnxwr5fxxzy">fatcat:uhvpnqqmbzcahlwhnxwr5fxxzy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210022204/https://www.ijeat.org/wp-content/uploads/papers/v9i1s4/A11021291S419.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fc/98/fc983f7c26a355860285d4a3a509c0a4f28ad8d6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijeat.a1102.1291s419"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Red Lesion Detection Using Hough Transform and KNN Classifier for Diabetic Retinopathy Screening

<span title="2017-07-05">2017</span> <i title="International Journal of Science and Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/odv46yibm5gf7evzoopmrrqr3q" style="color: black;">International Journal of Science and Research (IJSR)</a> </i> &nbsp;
Diabetic retinopathy is a major cause of blindness in the world.  ...  A computer assisted diagnosis system can help to reduce the burden on the ophthalmologist and rapidly identify the most severe cases.  ...  The research focuses on the analysis of different red lesion detection techniques used in available automatic telemedicine systems for computer aided screening and grading of DR.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/art20174218">doi:10.21275/art20174218</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ensprpbfqfdwroneemc3bvi7h4">fatcat:ensprpbfqfdwroneemc3bvi7h4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220227212111/https://www.ijsr.net/archive/v6i7/ART20174218.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dc/b9/dcb9afed7ced8b2db3845ff9e606330def731ac0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/art20174218"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey on Detection and Classification of Diabetic Retinopathy Techniques

Priyanka S. Nikam
<span title="2019-06-30">2019</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
The shape and size of these lesions are helpful to indicate the severity level of diabetic retinopathy. A computer-aided diagnosis system can help to reduce all these complications.  ...  People with diabetes mellitus need annual check-up to know the development of diabetic retinopathy (DR).  ...  So, there is a need to develop an automatic computer-aided diagnose system for detection of Diabetic Retinopathy to identify between normal and abnormal blood vessels present in the digital retinal image  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.6224">doi:10.22214/ijraset.2019.6224</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kp2c5plxyjbhvf5q3oyxghduf4">fatcat:kp2c5plxyjbhvf5q3oyxghduf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210100003/http://ijraset.com/fileserve.php?FID=23773" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/b6/22b689b68dfaa2b6eab0ddbafdba23f1a1487e96.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.6224"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Automatic Detection of Diabetic Retinopathy in Non-dilated RGB Retinal Fundus Images

SujithKumar SB, Vipula Singh
<span title="2012-06-30">2012</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
Here, we have discussed a method for the automatic detection of Diabetic Retinopathy (ADDR) in color fundus images. Different preprocessing, feature extraction and classification algorithms are used.  ...  To develop an automated diabetic retinopathy screening system, a detection of dark lesions in digital fundus photographs is needed.  ...  in fundus image analysis system for comprehensive analysis and grading of diabetic retinopathy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/7297-0511">doi:10.5120/7297-0511</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b74e3rkan5cuvkt22z2t2c3ypi">fatcat:b74e3rkan5cuvkt22z2t2c3ypi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160619160635/http://research.ijcaonline.org/volume47/number19/pxc3880511.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/29/d129d7c6b4de206d50b160d5e54a18d84d3cea5b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/7297-0511"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Computer aided quantification for retinal lesions in patients with moderate and severe non-proliferative diabetic retinopathy: a retrospective cohort study

Huiqun Wu, Xiaofeng Zhang, Xingyun Geng, Jiancheng Dong, Guomin Zhou
<span title="2014-10-31">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fk7hkiq7wzhunbmhiofsqfcny4" style="color: black;">BMC Ophthalmology</a> </i> &nbsp;
Conclusions: In conclusion, morphological features of lesion might be an image marker for NPDR grading and computer aided quantification of retinal lesion could be a practical way for clinicians to better  ...  investigates diabetic retinopathy.  ...  In this study, we proposed a computerized framework for automatic detection of exudate and microaneurysms and compared the morphological features in moderate and severe nonproliferative diabetic retinopathy  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2415-14-126">doi:10.1186/1471-2415-14-126</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/25359611">pmid:25359611</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4232650/">pmcid:PMC4232650</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fnw362gvijajro3a2yrlghxywy">fatcat:fnw362gvijajro3a2yrlghxywy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830045415/https://bmcophthalmol.biomedcentral.com/track/pdf/10.1186/1471-2415-14-126?site=http://bmcophthalmol.biomedcentral.com" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/9d/109d15c137aed3390d90a6f632ed2caeb2d8f82a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2415-14-126"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4232650" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Computer Classification of Nonproliferative Diabetic Retinopathy

Samuel C. Lee
<span title="2005-06-01">2005</span> <i title="American Medical Association (AMA)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xk3e6rxghbe6deizzubhwnayna" style="color: black;">Archives of Ophthalmology</a> </i> &nbsp;
diabetic retinopathy (NPDR) based on these 3 types of lesions.  ...  With additional research, this computer system could become a useful clinical aid to physicians and a tool for screening, diagnosing, and classifying NPDR.  ...  We also thank Dana Russell, Stacy Meuer, Michelle Roberts, and Cathy Morales for their assistance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1001/archopht.123.6.759">doi:10.1001/archopht.123.6.759</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/15955976">pmid:15955976</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tfju3g7z7fev3pqazw73a6xbku">fatcat:tfju3g7z7fev3pqazw73a6xbku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723011402/https://archopht.jamanetwork.com/journals/ophth/articlepdf/417076/ecs30248.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e4/aa/e4aab4f65c55d51b529dc6a7ac85212583c04b44.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1001/archopht.123.6.759"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Exudate and Blood Vessel Feature Extraction in Diabetic Retinopathy Patients using Morphology Operation

Siswo Wardoyo, Anggoro Suryo Pramudyo, Erika Diana Rizanti, Imamul Muttakin
<span title="2016-12-01">2016</span> <i title="Universitas Ahmad Dahlan"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/avuzjspx3nh5lboz3nsmpd3ba4" style="color: black;">TELKOMNIKA (Telecommunication Computing Electronics and Control)</a> </i> &nbsp;
Therefore, automatic feature detection can assist doctor in processing the retinal image in analyzing diabetic retinopathy disease.  ...  Diabetic Retinopathy is one of the retina complications caused by diabetic disease with observable symptoms such as emergence of exudate and new blood vessels.  ...  Screening program for diabetic retinopathy need computer assistance to analyze fundus images obtained from the fundus camera.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12928/telkomnika.v14i4.3714">doi:10.12928/telkomnika.v14i4.3714</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4o7udncmizbrnl4zeilhz63mfm">fatcat:4o7udncmizbrnl4zeilhz63mfm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180417202100/http://journal.uad.ac.id/index.php/TELKOMNIKA/article/viewFile/3714/3027" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/66/a466f5eb1643d49ca56d1fb134baa5a6ec4a5e5a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12928/telkomnika.v14i4.3714"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Eye Blindness Detection (Diabetic Retinopathy) using ResNet Convolutional Neural Network

Kiran T
<span title="2021-06-20">2021</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
This paper proposes a system to detect diabetic retinopathy faster using Resnet Convolutional neural network.  ...  Diabetic retinopathy affects up to 80 percent of those who have had diabetes for 20 years or more. At least 90% of new cases could be reduced with proper treatment and monitoring of the eyes.  ...  The proposed system showed us that ResNet could aid in the detection of the diabetic retinopathy disease .We constructed our model using various techniques such as data augmentation and windowing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2021.35237">doi:10.22214/ijraset.2021.35237</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ykstxvycb5g2fkfn5c5hmkyqta">fatcat:ykstxvycb5g2fkfn5c5hmkyqta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210623202713/https://www.ijraset.com/fileserve.php?FID=35237" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/90/63/90636f5a81d423f3c41b6396b986a8587b12dd79.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2021.35237"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Automatic detection of diabetic retinopathy using an artificial neural network: a screening tool

G G Gardner, D Keating, T H Williamson, A T Elliott
<span title="1996-11-01">1996</span> <i title="BMJ"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tqtoeyxaejdl5ar6n6esicrviy" style="color: black;">British Journal of Ophthalmology</a> </i> &nbsp;
Methods-147 diabetic and 32 normal images were captured from a fundus camera, stored on computer, and analysed using a back propagation neural network.  ...  Aits-To determine if neural networks can detect diabetic features in fundus images and compare the network against an ophthalmologist screening a set of fundus images.  ...  The system could be used as an aid to the screening of diabetic patients for retinopathy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1136/bjo.80.11.940">doi:10.1136/bjo.80.11.940</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/8976718">pmid:8976718</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC505667/">pmcid:PMC505667</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zuz5tclqizhmvgnu2vpzp72hue">fatcat:zuz5tclqizhmvgnu2vpzp72hue</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430054740/https://bjo.bmj.com/content/bjophthalmol/80/11/940.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/4e/a74e93f4cacbcb13a26384022f45f725311b8bb1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1136/bjo.80.11.940"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> bmj.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC505667" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

An Improved Segmentation Technique for Early Detection of Exudates of Diabetic Retinopathy Disease

Faleh H. Mahmood, Shahad Abdul-Jabbar Aziz
<span title="2019-11-27">2019</span> <i title="University of Baghdad College of Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jnmje5xlu5hrngctv2gffrg4ea" style="color: black;">Iraqi Journal of Science</a> </i> &nbsp;
Therefore, early detection of exudates is a crucial and essential step to prevent blindness and vision loss is in the analysis of digital diabetic retinopathy systems.  ...  The suggested system includes three stages; First, after image acquisition, it is pre-processed for preparing and improving its quality.  ...  Although computer analysis cannot replace the clinical diagnosis of ophthalmologist, but the system aims to help to early detect the diabetic retinopathy, identify fundus images with suspected lesions,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24996/ijs.2019.60.11.25">doi:10.24996/ijs.2019.60.11.25</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/djxht4ptxnfgrjafs6k45zkrfq">fatcat:djxht4ptxnfgrjafs6k45zkrfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715120118/https://ijs.uobaghdad.edu.iq/index.php/eijs/article/download/1257/676" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/83/e68342a79f0d1166ec1abc3059c5914435ff8c3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24996/ijs.2019.60.11.25"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Screening Diabetic Retinopathy in Developing Countries using Retinal Images

D. SIVA SUNDHARA RAJA, S. VASUKI
<span title="">2015</span> <i title="Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/njtxomv5vrhi7icvgtdozga24q" style="color: black;">Applied Medical Informatics</a> </i> &nbsp;
Its detection in an earlier stage is essential to prevent vision loss in type 2 diabetic patients. In this paper, the computer aided automatic screening system for diabetic retinopathy is proposed.  ...  The multi directional local histogram equalization is used to enhance the retinal image for better classification rate.  ...  Acknowledgements The authors would like to thank their friends and colleagues for their constant help and support throughout this research work and to obtain the results.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://doaj.org/article/fb4ba70a5d5b4975930b241d3e8f1835">doaj:fb4ba70a5d5b4975930b241d3e8f1835</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/er5spep3p5b2niashiqhsnrosy">fatcat:er5spep3p5b2niashiqhsnrosy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706013756/https://ami.info.umfcluj.ro/index.php/AMI/article/download/509/pdf_21/" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/05/c4/05c4094234b110561b4aef0433c3fae422398477.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Diabetic Retinopathy and Age Related Macular De-Generation Diseases Screening Using Local Binary Patterns Approach

Bhargavi K.V
<span title="2017-09-30">2017</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
Keywords: Age-related macular degeneration (AMD), diabetic retinopathy (DR), diagnosis aid system, fundus image, local binary patterns (LBP), retinal image, Support Vector Machine (SVM).  ...  The goal is to analyze the texture of the retina background distinguishing between diabetic retinopathy (DR), agerelated macular degeneration (AMD), and normal fundus.  ...  86 88 90 92 94 96 98 Performace Plot For Age Related macular degeneration Performace Plot for Diabetic Retinopathy Performance Analysis Sensitivity Specificity Accuracy  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2017.9102">doi:10.22214/ijraset.2017.9102</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bq57j3cxdjedxbbna3xpusmbam">fatcat:bq57j3cxdjedxbbna3xpusmbam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709073823/https://ijraset.com/fileserve.php?FID=9921" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ad/80/ad800e1211b4b59c5ad07f1c1a9fd06160981692.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2017.9102"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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