@article{bb184500, AUTHOR = "Patil, B.M. and Joshi, R.C. and Toshniwal, D.", TITLE = "Classification of type-2 diabetic patients by using Apriori and predictive Apriori", JOURNAL = IJCVR, VOLUME = "2", YEAR = "2011", NUMBER = "3", PAGES = "254-265", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179815"} @article{bb184501, AUTHOR = "Qureshi, R.J. and Kovacs, L. and Harangi, B. and Nagy, B. and Peto, T. and Hajdu, A.", TITLE = "Combining algorithms for automatic detection of optic disc and macula in fundus images", JOURNAL = CVIU, VOLUME = "116", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "138-145", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179816"} @article{bb184502, AUTHOR = "Akram, M.U. and Khalid, S. and Khan, S.A.", TITLE = "Identification and classification of microaneurysms for early detection of diabetic retinopathy", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "107-116", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179817"} @article{bb184503, AUTHOR = "Tavakoli, M. and Shahri, R.P. and Pourreza, H. and Mehdizadeh, A. and Banaee, T. and Toosi, M.H.B.", TITLE = "A complementary method for automated detection of microaneurysms in fluorescein angiography fundus images to assess diabetic retinopathy", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "10", MONTH = "October", PAGES = "2740-2753", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179818"} @article{bb184504, AUTHOR = "Ranamuka, N.G. and Meegama, R.G.N.", TITLE = "Detection of hard exudates from diabetic retinopathy images using fuzzy logic", JOURNAL = IET-IPR, VOLUME = "7", YEAR = "2013", NUMBER = "2", PAGES = "121-130", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179819"} @article{bb184505, AUTHOR = "Franklin, S.W. and Rajan, S.E.", TITLE = "Diagnosis of diabetic retinopathy by employing image processing technique to detect exudates in retinal images", JOURNAL = IET-IPR, VOLUME = "8", YEAR = "2014", NUMBER = "10", MONTH = "October", PAGES = "601-609", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179820"} @article{bb184506, AUTHOR = "Magdy, E. and Ibrahim, M. and Nguyen, Q.D. and Fahmy, A.S.", TITLE = "Computer-aided analysis of fluorescein angiograms using colour leakage maps", JOURNAL = IET-IPR, VOLUME = "9", YEAR = "2015", NUMBER = "6", PAGES = "486-495", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179821"} @inproceedings{bb184507, AUTHOR = "Magdy, E. and Agbedia, O.O. and Ibrahim, M. and Nguyen, Q.D. and Fahmy, A.S.", TITLE = "Quantitative assessment of Diabetic Macular Edema using fluorescein leakage maps", BOOKTITLE = ICIP12, YEAR = "2012", PAGES = "2833-2836", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179822"} @article{bb184508, AUTHOR = "Navarro, P.J. and Alonso, D. and Stathis, K.", TITLE = "Automatic detection of microaneurysms in diabetic retinopathy fundus images using the L*a*b color space", JOURNAL = JOSA-A, VOLUME = "33", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "74-83", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179823"} @article{bb184509, AUTHOR = "Seoud, L. and Hurtut, T. and Chelbi, J. and Cheriet, F. and Langlois, J.M.P.", TITLE = "Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening", JOURNAL = MedImg, VOLUME = "35", YEAR = "2016", NUMBER = "4", MONTH = "April", PAGES = "1116-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179824"} @inproceedings{bb184510, AUTHOR = "Shu, T. and Zhang, B. and Tang, Y.Y.", TITLE = "Using K-NN with weights to detect diabetes mellitus based on genetic algorithm feature selection", BOOKTITLE = ICWAPR16, YEAR = "2016", PAGES = "12-17", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179825"} @article{bb184511, AUTHOR = "Yoon, S.Y. and Park, S. and Kim, H.G. and Park, T.H. and Kim, S.M. and Hwang, Y.C. and Kim, G.Y. and Ryu, C.W. and Yoon, T.Y. and Jahng, G.H.", TITLE = "Quantitative susceptibility mapping in a diabetes mellitus rat model: Iron accumulation in the brain", JOURNAL = IJIST, VOLUME = "27", YEAR = "2017", NUMBER = "3", PAGES = "238-247", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179826"} @article{bb184512, AUTHOR = "Vogl, W.D. and Waldstein, S.M. and Gerendas, B.S. and Schmidt Erfurth, U. and Langs, G.", TITLE = "Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images", JOURNAL = MedImg, VOLUME = "36", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "1773-1783", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179827"} @article{bb184513, AUTHOR = "de la Torre, J. and Puig, D. and Valls, A.", TITLE = "Weighted kappa loss function for multi-class classification of ordinal data in deep learning", JOURNAL = PRL, VOLUME = "105", YEAR = "2018", PAGES = "144-154", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179828"} @article{bb184514, AUTHOR = "Zhou, L. and Zhao, Y. and Yang, J. and Yu, Q. and Xu, X.", TITLE = "Deep multiple instance learning for automatic detection of diabetic retinopathy in retinal images", JOURNAL = IET-IPR, VOLUME = "12", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "563-571", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179829"} @article{bb184515, AUTHOR = "Ghosh, S.K. and Ghosh, A. and Chakrabarti, A.", TITLE = "VEA: Vessel Extraction Algorithm by Active Contour Model and a Novel Wavelet Analyzer for Diabetic Retinopathy Detection", JOURNAL = IJIG, VOLUME = "18", YEAR = "2018", NUMBER = "02", PAGES = "1850008", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179830"} @article{bb184516, AUTHOR = "Kar, S.S. and Maity, S.P.", TITLE = "Gradation of diabetic retinopathy on reconstructed image using compressed sensing", JOURNAL = IET-IPR, VOLUME = "12", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "1956-1963", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179831"} @article{bb184517, AUTHOR = "Xiao, D. and Bhuiyan, A. and Frost, S. and Vignarajan, J. and Tay Kearney, M.L. and Kanagasingam, Y.", TITLE = "Major automatic diabetic retinopathy screening systems and related core algorithms: a review", JOURNAL = MVA, VOLUME = "30", YEAR = "2019", NUMBER = "3", MONTH = "April", PAGES = "423-446", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179832"} @article{bb184518, AUTHOR = "Leeza, M. and Farooq, H.", TITLE = "Detection of severity level of diabetic retinopathy using Bag of features model", JOURNAL = IET-CV, VOLUME = "13", YEAR = "2019", NUMBER = "5", MONTH = "August", PAGES = "523-530", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179833"} @article{bb184519, AUTHOR = "Verma, K. and Singh, B.K. and Agrawal, N.", TITLE = "Non-invasive technique of diabetes detection using iris images", JOURNAL = IJCVR, VOLUME = "9", YEAR = "2019", NUMBER = "4", PAGES = "351-367", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179834"} @article{bb184520, AUTHOR = "Shankar, G.S. and Manikandan, K.", TITLE = "Diagnosis of diabetes diseases using optimized fuzzy rule set by grey wolf optimization", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "432-438", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179835"} @article{bb184521, AUTHOR = "Khansari, M.M. and Zhang, J. and Qiao, Y. and Gahm, J.K. and Sarabi, M.S. and Kashani, A.H. and Shi, Y.", TITLE = "Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "236-245", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179836"} @article{bb184522, AUTHOR = "Wang, J.L. and Luo, J. and Liu, B. and Feng, R. and Lu, L. and Zou, H.", TITLE = "Automated diabetic retinopathy grading and lesion detection based on the modified R-FCN object-detection algorithm", JOURNAL = IET-CV, VOLUME = "14", YEAR = "2020", NUMBER = "1", MONTH = "February", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179837"} @article{bb184523, AUTHOR = "Li, X.M. and Hu, X.O. and Yu, L.Q. and Zhu, L. and Fu, C.W. and Heng, P.A.", TITLE = "CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading", JOURNAL = MedImg, VOLUME = "39", YEAR = "2020", NUMBER = "5", MONTH = "May", PAGES = "1483-1493", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179838"} @article{bb184524, AUTHOR = "Mousavi, E. and Kafieh, R. and Rabbani, H.", TITLE = "Classification of dry age-related macular degeneration and diabetic macular oedema from optical coherence tomography images using dictionary learning", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "8", MONTH = "June", PAGES = "1571-1579", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179839"} @article{bb184525, AUTHOR = "Shankar, K. and Sait, A.R.W. and Gupta, D. and Lakshmanaprabu, S.K. and Khanna, A. and Pandey, H.M.", TITLE = "Automated detection and classification of fundus diabetic retinopathy images using synergic deep learning model", JOURNAL = PRL, VOLUME = "133", YEAR = "2020", PAGES = "210-216", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179840"} @article{bb184526, AUTHOR = "Samanta, A. and Saha, A. and Satapathy, S.C. and Fernandes, S.L. and Zhang, Y.D.", TITLE = "Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset", JOURNAL = PRL, VOLUME = "135", YEAR = "2020", PAGES = "293-298", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179841"} @article{bb184527, AUTHOR = "Gonzalez Briceno, G. and Sanchez, A. and Ortega Cisneros, S. and Garcia Contreras, M.S. and Pinedo Diaz, G.A. and Moya Sanchez, E.U.", TITLE = "Artificial Intelligence-Based Referral System for Patients With Diabetic Retinopathy", JOURNAL = Computer, VOLUME = "53", YEAR = "2020", NUMBER = "10", MONTH = "October", PAGES = "77-87", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179842"} @article{bb184528, AUTHOR = "Nair, A.T. and Muthuvel, K.", TITLE = "Research Contributions with Algorithmic Comparison on the Diagnosis of Diabetic Retinopathy", JOURNAL = IJIG, VOLUME = "20", YEAR = "2020", NUMBER = "4", MONTH = "October", PAGES = "2050030", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179843"} @article{bb184529, AUTHOR = "Roshini, T.V. and Ravi, R.V. and Mathew, A.R. and Kadan, A.B. and Subbian, P.S.", TITLE = "Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network", JOURNAL = IJIST, VOLUME = "30", YEAR = "2020", NUMBER = "4", PAGES = "1173-1193", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179844"} @article{bb184530, AUTHOR = "He, A. and Li, T. and Li, N. and Wang, K. and Fu, H.", TITLE = "CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading", JOURNAL = MedImg, VOLUME = "40", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "143-153", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179845"} @inproceedings{bb184531, AUTHOR = "Luo, D. and Shen, L.", TITLE = "Vessel-Net: A Vessel-Aware Ensemble Network For Retinopathy Screening From Fundus Image", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "320-324", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179846"} @inproceedings{bb184532, AUTHOR = "Zhao, Z.Y. and Chopra, K. and Zeng, Z. and Li, X.L.", TITLE = "Sea-Net: Squeeze-and-Excitation Attention Net For Diabetic Retinopathy Grading", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "2496-2500", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179847"} @inproceedings{bb184533, AUTHOR = "Zhao, Z.Y. and Zhang, K. and Hao, X.J. and Tian, J. and Chua, M.C.H. and Chen, L. and Xu, X.", TITLE = "BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "1385-1389", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179848"} @inproceedings{bb184534, AUTHOR = "Rania, N. and Douzi, H. and Yves, L. and Sylvie, T.", TITLE = "Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in Dl Approaches", BOOKTITLE = ICISP20, YEAR = "2020", PAGES = "162-169", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179849"} @inproceedings{bb184535, AUTHOR = "Carvalho, C. and Pedrosa, J. and Maia, C. and Penas, S. and Carneiro, A. and Mendonca, L. and Mendonca, A.M. and Campilho, A.", TITLE = "A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images", BOOKTITLE = ICIAR20, YEAR = "2020", PAGES = "II:285-298", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179850"} @inproceedings{bb184536, AUTHOR = "Costa, P. and Araujo, T. and Aresta, G. and Galdran, A. and Mendonca, A.M. and Smailagic, A. and Campilho, A.", TITLE = "EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection", BOOKTITLE = MVA19, YEAR = "2019", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179851"} @inproceedings{bb184537, AUTHOR = "Eladawi, N. and Elmogy, M. and Ghazal, M. and Fraiwan, L. and Aboelfetouh, A. and Riad, A. and Sandhu, H. and Keynton, R. and El Baz, A.", TITLE = "Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "1390-1394", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179852"} @inproceedings{bb184538, AUTHOR = "Kind, A. and Azzopardi, G.", TITLE = "An Explainable AI-Based Computer Aided Detection System for Diabetic Retinopathy Using Retinal Fundus Images", BOOKTITLE = CAIP19, YEAR = "2019", PAGES = "I:457-468", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179853"} @inproceedings{bb184539, AUTHOR = "Smailagic, A. and Sharan, A. and Costa, P. and Galdran, A. and Gaudio, A. and Campilho, A.", TITLE = "Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images", BOOKTITLE = ICIAR19, YEAR = "2019", PAGES = "II:362-368", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179854"} @inproceedings{bb184540, AUTHOR = "Xiao, Q. and Zou, J. and Yang, M. and Gaudio, A. and Kitani, K. and Smailagic, A. and Costa, P. and Xu, M.", TITLE = "Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning", BOOKTITLE = ICIAR19, YEAR = "2019", PAGES = "II:333-344", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179855"} @inproceedings{bb184541, AUTHOR = "Hernandez, A. and Arteaga Marrero, N. and Villa, E. and Fabelo, H. and Callico, G.M. and Ruiz Alzola, J.", TITLE = "Automatic Segmentation Based on Deep Learning Techniques for Diabetic Foot Monitoring Through Multimodal Images", BOOKTITLE = CIAP19, YEAR = "2019", PAGES = "II:414-424", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179856"} @inproceedings{bb184542, AUTHOR = "Eladawi, N. and Elmogy, M. and Fraiwan, L. and Pichi, F. and Ghazal, M. and Aboelfetouh, A. and Riad, A. and Keynton, R. and Schaal, S. and El Baz, A.", TITLE = "Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "3886-3891", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179857"} @inproceedings{bb184543, AUTHOR = "Colomer, A. and Ruiz, P. and Naranjo, V. and Molina, R. and Katsaggelos, A.K.", TITLE = "Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "639-649", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179858"} @inproceedings{bb184544, AUTHOR = "Neira Tovar, L. and Rodriguez, I.C.", TITLE = "The Use of Virtual and Augmented Reality to Prevent the Physical Effects Caused by Diabetes Melitus Type 2: An Integrative Review", BOOKTITLE = VAMR18, YEAR = "2018", PAGES = "II: 126-133", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179859"} @inproceedings{bb184545, AUTHOR = "Bourouis, S. and Zaguia, A. and Bouguila, N.", TITLE = "Hybrid Statistical Framework for Diabetic Retinopathy Detection", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "687-694", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179860"} @inproceedings{bb184546, AUTHOR = "Melo, T. and Mendonca, A.M. and Campilho, A.", TITLE = "Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "669-678", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179861"} @inproceedings{bb184547, AUTHOR = "Gondal, W.M. and Kohler, J.M. and Grzeszick, R. and Fink, G.A. and Hirsch, M.", TITLE = "Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "2069-2073", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179862"} @inproceedings{bb184548, AUTHOR = "Komi, M. and Li, J. and Zhai, Y.X. and Zhang, X.G.", TITLE = "Application of data mining methods in diabetes prediction", BOOKTITLE = ICIVC17, YEAR = "2017", PAGES = "1006-1010", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179863"} @inproceedings{bb184549, AUTHOR = "Costa, P. and Campilho, A.", TITLE = "Convolutional bag of words for diabetic retinopathy detection from eye fundus images", BOOKTITLE = MVA17, YEAR = "2017", PAGES = "165-168", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179864"} @inproceedings{bb184550, AUTHOR = "Massich, J. and Rastgoo, M. and Lemaitre, G. and Cheung, C.Y. and Wong, T.Y. and Sidibe, D. and Meriaudeau, F.", TITLE = "Classifying DME vs normal SD-OCT volumes: A review", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1297-1302", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179865"} @inproceedings{bb184551, AUTHOR = "Soomro, T.A. and Gao, J.B. and Khan, M.A.U. and Khan, T.M. and Paul, M.", TITLE = "Role of Image Contrast Enhancement Technique for Ophthalmologist as Diagnostic Tool for Diabetic Retinopathy", BOOKTITLE = DICTA16, YEAR = "2016", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179866"} @inproceedings{bb184552, AUTHOR = "Kaur, A. and Kaur, P.", TITLE = "An integrated approach for Diabetic Retinopathy exudate segmentation by using Genetic Algorithm and Switching Median Filter", BOOKTITLE = ICIVC16, YEAR = "2016", PAGES = "119-123", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179867"} @inproceedings{bb184553, AUTHOR = "Agurto, C. and Chek, V. and Edwards, A. and Jarry, Z. and Barriga, S. and Simon, J. and Soliz, P.", TITLE = "A thermoregulation model to detect diabetic peripheral neuropathy", BOOKTITLE = Southwest16, YEAR = "2016", PAGES = "13-16", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179868"} @inproceedings{bb184554, AUTHOR = "Laaksonen, L. and Hannuksela, A. and Claridge, E. and Falt, P. and Hauta Kasari, M. and Uusitalo, H. and Lensu, L.", TITLE = "Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions", BOOKTITLE = IPTA16, YEAR = "2016", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179869"} @inproceedings{bb184555, AUTHOR = "Nguyen, U. and Laaksonen, L. and Uusitalo, H. and Lensu, L.", TITLE = "Reconstruction of retinal spectra from RGB data using a RBF network", BOOKTITLE = IPTA16, YEAR = "2016", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179870"} @inproceedings{bb184556, AUTHOR = "Falt, P. and Yamaguchi, M. and Murakami, Y. and Laaksonen, L. and Lensu, L. and Claridge, E. and Hauta Kasari, M. and Uusitalo, H.", TITLE = "Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions", BOOKTITLE = ICISP14, YEAR = "2014", PAGES = "52-60", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179871"} @inproceedings{bb184557, AUTHOR = "Velu, C.M. and Kashwan, K.R.", TITLE = "Multi-Level Counter Propagation Network for diabetes classification", BOOKTITLE = ICSIPR13, YEAR = "2013", PAGES = "190-194", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179872"} @inproceedings{bb184558, AUTHOR = "Akram, M.U. and Tariq, A. and Khan, S.A.", TITLE = "Detection of Neovascularization for Screening of Proliferative Diabetic Retinopathy", BOOKTITLE = ICIAR12, YEAR = "2012", PAGES = "II: 372-379", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179873"} @inproceedings{bb184559, AUTHOR = "Carranza, C. and Murray, V. and Pattichis, M. and Barriga, E.S.", TITLE = "Multiscale AM-FM decompositions with GPU acceleration for diabetic retinopathy screening", BOOKTITLE = Southwest12, YEAR = "2012", PAGES = "121-124", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179874"} @inproceedings{bb184560, AUTHOR = "Yu, H.G. and Agurto, C. and Barriga, S. and Nemeth, S.C. and Soliz, P. and Zamora, G.", TITLE = "Automated image quality evaluation of retinal fundus photographs in diabetic retinopathy screening", BOOKTITLE = Southwest12, YEAR = "2012", PAGES = "125-128", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179875"} @inproceedings{bb184561, AUTHOR = "Poddar, S. and Jha, B.K. and Chakraborty, C.", TITLE = "Quantitative clinical marker extraction from colour fundus images for non-proliferative Diabetic Retinopathy grading", BOOKTITLE = ICIIP11, YEAR = "2011", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179876"} @inproceedings{bb184562, AUTHOR = "Yano, V. and Ferrari, G. and Zimmer, A.", TITLE = "Using the Pupillary Reflex as a Diabetes Occurrence Screening Aid Tool through Neural Networks", BOOKTITLE = ICIAR11, YEAR = "2011", PAGES = "II: 40-47", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179877"} @inproceedings{bb184563, AUTHOR = "Ferreira, A. and Morgado, A.M. and Silva, J.S.", TITLE = "Automatic Corneal Nerves Recognition for Earlier Diagnosis and Follow-Up of Diabetic Neuropathy", BOOKTITLE = ICIAR10, YEAR = "2010", PAGES = "II: 60-69", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179878"} @inproceedings{bb184564, AUTHOR = "Hann, C.E. and Narbot, M. and MacAskill, M.", TITLE = "Diabetic Retinopathy detection using geometrical techniques related to the underlying physiology", BOOKTITLE = IVCNZ10, YEAR = "2010", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179879"} @inproceedings{bb184565, AUTHOR = "Ravishankar, S. and Jain, A. and Mittal, A.", TITLE = "Automated feature extraction for early detection of diabetic retinopathy in fundus images", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "210-217", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179880"} @inproceedings{bb184566, AUTHOR = "Falt, P. and Hiltunen, J. and Hauta Kasari, M. and Sorri, I. and Kalesnykiene, V. and Uusitalo, H.", TITLE = "Extending Diabetic Retinopathy Imaging from Color to Spectra", BOOKTITLE = SCIA09, YEAR = "2009", PAGES = "149-158", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179881"} @inproceedings{bb184567, AUTHOR = "Kauppi, T. and Kalesnykiene, V. and Kamarainen, J.K. and Lensu, L. and Sorri, I. and Raninen, A. and Voutilainen, R. and Uusitalo, H. and Kalviainen, H. and Pietila, J.", TITLE = "The DIARETDB1 diabetic retinopathy database and evaluation protocol", BOOKTITLE = BMVC07, YEAR = "2007", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179882"} @inproceedings{bb184568, AUTHOR = "Estabridis, K. and de Figueiredo, R.J.P.", TITLE = "Automatic Detection and Diagnosis of Diabetic Retinopathy", BOOKTITLE = ICIP07, YEAR = "2007", PAGES = "II: 445-448", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179883"} @inproceedings{bb184569, AUTHOR = "Xu, X.Y. and Li, B.X. and Florez, J.F. and Li, H.K.", TITLE = "Simulation of Diabetic Retinopathy Neovascularization in Color Digital Fundus Images", BOOKTITLE = ISVC06, YEAR = "2006", PAGES = "I: 421-433", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179884"} @inproceedings{bb184570, AUTHOR = "Zhang, X.H. and Chutatape, O.", TITLE = "Top-Down and Bottom-Up Strategies in Lesion Detection of Background Diabetic Retinopathy", BOOKTITLE = CVPR05, YEAR = "2005", PAGES = "II: 422-428", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179885"} @inproceedings{bb184571, AUTHOR = "Zhang, X.H. and Chutatape, O.", TITLE = "Detection and classification of bright lesions in color fundus images", BOOKTITLE = ICIP04, YEAR = "2004", PAGES = "I: 139-142", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179886"} @inproceedings{bb184572, AUTHOR = "Osareh, A. and Shadgar, B. and Markham, R.", TITLE = "Comparative Pixel-Level Exudate Recognition in Colour Retinal Images", BOOKTITLE = ICIAR05, YEAR = "2005", PAGES = "894-902", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179887"} @inproceedings{bb184573, AUTHOR = "Osareh, A. and Mirmehdi, M. and Thomas, B. and Markham, R.", TITLE = "Comparison of colour spaces for optic disc localisation in retinal images", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "I: 743-746", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179888"} @inproceedings{bb184574, AUTHOR = "Osareh, A. and Mirmehdi, M. and Thomas, B. and Markham, R.", TITLE = "Classification and Localisation of Diabetic-Related Eye Disease", BOOKTITLE = ECCV02, YEAR = "2002", PAGES = "IV: 502 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179889"} @inproceedings{bb184575, AUTHOR = "Butikova, J. and Bocchi, L. and Freivalds, T.", TITLE = "Texture analysis and optical anisotropy measurements of leukocytes for early diagnostics of diabetes mellitus", BOOKTITLE = ICIP03, YEAR = "2003", PAGES = "I: 1081-1084", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179890"} @inproceedings{bb184576, AUTHOR = "Byrne, M.J. and Graham, J.", TITLE = "Application of Model Based Image Interpretation Methods of Diabetic Neuropathy", BOOKTITLE = ECCV96, YEAR = "1996", PAGES = "II:272-282", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT179891"} @article{bb184577, AUTHOR = "Elsner, A.E. and Weber, A. and Cheney, M.C. and van Nasdale, D.A. and Miura, M.", TITLE = "Imaging polarimetry in patients with neovascular age-related macular degeneration", JOURNAL = JOSA-A, VOLUME = "24", YEAR = "2007", NUMBER = "5", MONTH = "May", PAGES = "1468-1480", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179892"} @article{bb184578, AUTHOR = "Quellec, G. and Lee, K. and Dolejsi, M. and Garvin, M.K. and Abramoff, M.D. and Sonka, M.", TITLE = "Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula", JOURNAL = MedImg, VOLUME = "29", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "1321-1330", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179893"} @article{bb184579, AUTHOR = "Tanter, M. and Touboul, D. and Gennisson, J.L. and Bercoff, J. and Fink, M.", TITLE = "High-Resolution Quantitative Imaging of Cornea Elasticity Using Supersonic Shear Imaging", JOURNAL = MedImg, VOLUME = "28", YEAR = "2009", NUMBER = "12", MONTH = "December", PAGES = "1881-1893", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179894"} @inproceedings{bb184580, AUTHOR = "Soliz, P. and Russell, S.R. and Abramoff, M.D. and Murillo, S. and Pattichis, M. and Davis, H.", TITLE = "Independent Component Analysis for Vision-inspired Classification of Retinal Images with Age-related Macular Degeneration", BOOKTITLE = Southwest08, YEAR = "2008", PAGES = "65-68", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179895"} @article{bb184581, AUTHOR = "Deepak, K.S. and Sivaswamy, J.", TITLE = "Automatic Assessment of Macular Edema From Color Retinal Images", JOURNAL = MedImg, VOLUME = "31", YEAR = "2012", NUMBER = "3", MONTH = "March", PAGES = "766-776", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179896"} @article{bb184582, AUTHOR = "Nasrulloh, A.V. and Willcocks, C.G. and Jackson, P.T.G. and Geenen, C. and Habib, M.S. and Steel, D.H.W. and Obara, B.", TITLE = "Multi-Scale Segmentation and Surface Fitting for Measuring 3-D Macular Holes", JOURNAL = MedImg, VOLUME = "37", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "580-589", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179897"} @article{bb184583, AUTHOR = "Mohaimin, S.M. and Saha, S.K. and Khan, A.M. and Arif, A.S.M. and Kanagasingam, Y.", TITLE = "Automated method for the detection and segmentation of drusen in colour fundus image for the diagnosis of age-related macular degeneration", JOURNAL = IET-IPR, VOLUME = "12", YEAR = "2018", NUMBER = "6", MONTH = "June", PAGES = "919-927", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179898"} @article{bb184584, AUTHOR = "Chen, Z.L. and Li, D.B. and Shen, H. and Mo, Y.F. and Wei, H. and Ouyang, P.B.", TITLE = "Automated retinal layer segmentation in OCT images of age-related macular degeneration", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "11", MONTH = "September", PAGES = "1824-1834", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179899"} @inproceedings{bb184585, AUTHOR = "Liu, H.Y. and Wong, D.W.K. and Fu, H. and Xu, Y. and Liu, J.", TITLE = "DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "V:625-640", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179900"} @inproceedings{bb184586, AUTHOR = "Hassan, T. and Akram, M.U. and Masood, M.F. and Yasin, U.", TITLE = "BIOMISA Retinal Image Database for Macular and Ocular Syndromes", BOOKTITLE = ICIAR18, YEAR = "2018", PAGES = "695-705", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179901"} @inproceedings{bb184587, AUTHOR = "Kumar, J.R.H. and Adhikari, R. and Kamath, Y. and Jampala, R. and Seelamantula, C.S.", TITLE = "Automatic delineation of macular regions based on a locally defined contrast function", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1362-1366", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179902"} @inproceedings{bb184588, AUTHOR = "Naz, S. and Ahmed, A. and Akram, M.U. and Khan, S.A.", TITLE = "Automated segmentation of RPE layer for the detection of age macular degeneration using OCT images", BOOKTITLE = IPTA16, YEAR = "2016", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179903"} @inproceedings{bb184589, AUTHOR = "Stankiewicz, A. and Marciniak, T. and Dabrowski, A. and Stopa, M. and Rakowicz, P. and Marciniak, E.", TITLE = "Automatic modeling and classification of vitreomacular traction pathology stages", BOOKTITLE = IPTA16, YEAR = "2016", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179904"} @inproceedings{bb184590, AUTHOR = "Ravenscroft, D. and Deng, J.J. and Xie, X.H. and Terry, L. and Margrain, T.H. and North, R.V. and Wood, A.", TITLE = "AMD Classification in Choroidal OCT Using Hierarchical Texton Mining", BOOKTITLE = ACIVS17, YEAR = "2017", PAGES = "237-248", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179905"} @inproceedings{bb184591, AUTHOR = "Deng, J.J. and Xie, X.H. and Terry, L. and Wood, A. and White, N. and Margrain, T.H. and North, R.V.", TITLE = "Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images", BOOKTITLE = ICIAR16, YEAR = "2016", PAGES = "707-715", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179906"} @inproceedings{bb184592, AUTHOR = "Morales, S. and Engan, K. and Naranjo, V. and Colomer, A.", TITLE = "Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4838-4842", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179907"} @inproceedings{bb184593, AUTHOR = "Phan, T.V. and Seoud, L. and Cheriet, F.", TITLE = "Towards an Automatic Clinical Classification of Age-Related Macular Degeneration", BOOKTITLE = ICIAR15, YEAR = "2015", PAGES = "352-359", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179908"} @inproceedings{bb184594, AUTHOR = "Liu, H.Y. and Xu, Y. and Wong, D.W.K. and Liu, J.", TITLE = "Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening", BOOKTITLE = ACCV14, YEAR = "2014", PAGES = "III: 483-498", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179909"} @inproceedings{bb184595, AUTHOR = "Liu, H.Y. and Xu, Y. and Wong, D.W.K. and Liu, J.", TITLE = "Growcut-based drusen segmentation for age-related macular degeneration detection", BOOKTITLE = VCIP14, YEAR = "2014", PAGES = "161-164", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179910"} @inproceedings{bb184596, AUTHOR = "Dufour, P.A. and de Zanet, S. and Wolf Schnurrbusch, U. and Kowal, J.", TITLE = "Classification of drusen positions in optical coherence tomography data from patients with age-related macular degeneration", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "2067-2070", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179911"} @inproceedings{bb184597, AUTHOR = "Cheng, J. and Wong, D.W.K. and Cheng, X.G. and Liu, J. and Tan, N.M. and Bhargava, M. and Cheung, C.M.G. and Wong, T.Y.", TITLE = "Early age-related macular degeneration detection by focal biologically inspired feature", BOOKTITLE = ICIP12, YEAR = "2012", PAGES = "2805-2808", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179912"} @inproceedings{bb184598, AUTHOR = "Rapantzikos, K. and Zervakis, M.", TITLE = "Nonlinear Enhancement and Segmentation Algorithm for the Detection of Age-related Macular Degeneration (AMD) in Human Eye's Retina", BOOKTITLE = ICIP01, YEAR = "2001", PAGES = "III: 1055-1058", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT179913"} @article{bb184599, AUTHOR = "Koozekanani, D. and Boyer, K.L. and Roberts, C.", TITLE = "Retinal thickness measurements from optical coherence tomography using a markov boundary model", JOURNAL = MedImg, VOLUME = "20", YEAR = "2001", NUMBER = "9", MONTH = "September", PAGES = "900-916", BIBSOURCE = "http://www.visionbib.com/bibliography/medical854oc1.html#TT179914"}