@inproceedings{bb255800,
        AUTHOR = "Chokuwa, S. and Khan, M.H.",
        TITLE = "Divergent Domains, Convergent Grading: Enhancing Generalization in
Diabetic Retinopathy Grading",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3667-3677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250674"}

@inproceedings{bb255801,
        AUTHOR = "Takezaki, S. and Tanaka, K. and Uchida, S.",
        TITLE = "Self-Relaxed Joint Training: Sample Selection for Severity Estimation
with Ordinal Noisy Labels",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "368-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250675"}

@inproceedings{bb255802,
        AUTHOR = "Soliz, P. and Wigdahl, J. and Soliz, S. and Saint Lot, S. and Bhandarkar, A. and Bhatia, S. and Duran Valdez, E. and Schade, D.S.",
        TITLE = "Computer-Based Diagnosis of Early Signs of Diabetic Peripheral
Neuropathy in Thermal Videos of the Plantar Foot",
        BOOKTITLE = Southwest24,
        YEAR = "2024",
        PAGES = "25-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250676"}

@inproceedings{bb255803,
        AUTHOR = "Mok, D. and Bum, J. and Tai, L.D. and Choo, H.",
        TITLE = "Cross Feature Fusion of Fundus Image and Generated Lesion Map for
Referable Diabetic Retinopathy Classification",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "II: 39-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250677"}

@inproceedings{bb255804,
        AUTHOR = "Gaikwad, A. and Gautam, A.",
        TITLE = "Segmentation of Hard Exudates and Hemorrhages from Diabetic
Retinopathy Images Using Residual U-Net with Squeeze and Excite
Blocks",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3064-3069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250678"}

@inproceedings{bb255805,
        AUTHOR = "Cherukuri, T.K. and Shaik, N.S. and Ye, D.H.",
        TITLE = "Guided Context Gating: Learning To Leverage Salient Lesions in
Retinal Fundus Images",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3098-3104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250679"}

@inproceedings{bb255806,
        AUTHOR = "Zhu, W.H. and Qiu, P. and Chen, X. and Li, X. and Lepore, N. and Dumitrascu, O.M. and Wang, Y.L.",
        TITLE = "nnMobileNet: Rethinking CNN for Retinopathy Research",
        BOOKTITLE = EnhanceMedIm24,
        YEAR = "2024",
        PAGES = "2285-2294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250680"}

@inproceedings{bb255807,
        AUTHOR = "Poles, I. and d'Arnese, E. and Cellamare, L.G. and Santambrogio, M.D. and Yi, D.",
        TITLE = "Repurposing the Image Generative Potential: Exploiting GANs to Grade
Diabetic Retinopathy",
        BOOKTITLE = EnhanceMedIm24,
        YEAR = "2024",
        PAGES = "2305-2314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250681"}

@inproceedings{bb255808,
        AUTHOR = "Jwad, F.J. and Abdulmunem, A.A.",
        TITLE = "Diabetic Retinopathy Identification Depend On Deep Learning
Techniques: A comparative Study",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250682"}

@inproceedings{bb255809,
        AUTHOR = "Oulhadj, M. and Riffi, J. and Khodriss, C. and Mahraz, A.M. and Yahyaouy, A. and Abdellaoui, M. and Andaloussi, I.B. and Tairi, H.",
        TITLE = "Diabetic Retinopathy Prediction Based on a Hybrid Deep Learning
Approach",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250683"}

@inproceedings{bb255810,
        AUTHOR = "Galappaththige, C.J. and Kuruppu, G. and Khan, M.H.",
        TITLE = "Generalizing to Unseen Domains in Diabetic Retinopathy Classification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7670-7680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250684"}

@inproceedings{bb255811,
        AUTHOR = "ElHabebe, M. and ElKordi, S. and ElDin, A.G. and Adly, N. and Torki, M. and Elmassry, A. and Ahmed, I.S.",
        TITLE = "DR10K: Transfer Learning Using Weak Labels for Grading Diabetic
Retinopathy on DR10K Dataset",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7733-7743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250685"}

@inproceedings{bb255812,
        AUTHOR = "Castillo Munguia, A. and Benitez Garcia, G. and Olivares Mercado, J. and Takahashi, H.",
        TITLE = "Diabetic Retinopathy Grading based on a Sparse Network Fusion of
Heterogeneous ConvNeXt Models with Category Attention",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250686"}

@inproceedings{bb255813,
        AUTHOR = "Pranay, G. and Misra, O. and Mishra, S. and Rathore, S.S. and Bhattacharya, M.",
        TITLE = "Detection Analysis of Diabetic Retinopathy Using Modified DensNet-121",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250687"}

@inproceedings{bb255814,
        AUTHOR = "Panagiotou, M. and Papathanail, I. and Rahman, L.A. and Brigato, L. and Bez, N.S. and Vasiloglou, M.F. and Stathopoulou, T. and de Galan, B.E. and Pedersen Bjergaard, U. and van der Horst, K. and Mougiakakou, S.",
        TITLE = "A Complete AI-based System for Dietary Assessment and Personalized
Insulin Adjustment in Type 1 Diabetes Self-management",
        BOOKTITLE = CAIP23,
        YEAR = "2023",
        PAGES = "II:77-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250688"}

@inproceedings{bb255815,
        AUTHOR = "Guo, W.J. and Guo, R.S. and Du, X.N. and Zhao, Y.C. and Li, X.Y. and Toe, T.T.",
        TITLE = "Diabetic Retinopathy Detection Method Based on Improved Convolutional
Neural Network Using Fine-Tuning",
        BOOKTITLE = ICRVC22,
        YEAR = "2022",
        PAGES = "113-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250689"}

@inproceedings{bb255816,
        AUTHOR = "Chang, M.H. and Chen, C.Y. and Yu, C.H. and Shao, H.C.A. and Lin, C.W.",
        TITLE = "Vessel Segmentation and Dirt/Reflection Detection For Retinal Fundus
Photographs",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3953-3957",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250690"}

@inproceedings{bb255817,
        AUTHOR = "Wang, J. and Zhao, Y. and Qian, L.L. and Yu, X.H. and Gao, Y.S.",
        TITLE = "EAR-NET: Error Attention Refining Network for Retinal Vessel
Segmentation",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250691"}

@inproceedings{bb255818,
        AUTHOR = "Nandy, J. and Hs, W. and Le, M.L.",
        TITLE = "Distributional Shifts In Automated Diabetic Retinopathy Screening",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "255-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250692"}

@inproceedings{bb255819,
        AUTHOR = "Ioannou, G. and Papagiannis, T. and Tagaris, T. and Alexandridis, G. and Stafylopatis, A.",
        TITLE = "Visual interpretability analysis of Deep CNNs using an Adaptive
Threshold method on Diabetic Retinopathy images",
        BOOKTITLE = MIA-COVID19D21,
        YEAR = "2021",
        PAGES = "480-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250693"}

@inproceedings{bb255820,
        AUTHOR = "Sun, R. and Li, Y.H. and Zhang, T.Z. and Mao, Z.D. and Wu, F. and Zhang, Y.D.",
        TITLE = "Lesion-Aware Transformers for Diabetic Retinopathy Grading",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10933-10942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250694"}

@inproceedings{bb255821,
        AUTHOR = "Imran, A.A.Z. and Terzopoulos, D.",
        TITLE = "Progressive Adversarial Semantic Segmentation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4910-4917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250695"}

@inproceedings{bb255822,
        AUTHOR = "Niri, R. and Douzi, H. and Lucas, Y. and Treuillet, S.",
        TITLE = "A Superpixel-wise Fully Convolutional Neural Network Approach for
Diabetic Foot Ulcer Tissue Classification",
        BOOKTITLE = AIHA20,
        YEAR = "2020",
        PAGES = "308-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250696"}

@inproceedings{bb255823,
        AUTHOR = "Liu, Q. and Zhao, J.",
        TITLE = "The Classification of Diabetic Foot Based on Faster",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "585-591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250697"}

@inproceedings{bb255824,
        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#TT250698"}

@inproceedings{bb255825,
        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#TT250699"}

@inproceedings{bb255826,
        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#TT250700"}

@inproceedings{bb255827,
        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#TT250701"}

@inproceedings{bb255828,
        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#TT250702"}

@inproceedings{bb255829,
        AUTHOR = "Zhao, M. and Hamarneh, G.",
        TITLE = "Retinal Image Classification via Vasculature-Guided Sequential
Attention",
        BOOKTITLE = VRMI19,
        YEAR = "2019",
        PAGES = "381-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250703"}

@inproceedings{bb255830,
        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#TT250704"}

@inproceedings{bb255831,
        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#TT250705"}

@inproceedings{bb255832,
        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#TT250706"}

@inproceedings{bb255833,
        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#TT250707"}

@inproceedings{bb255834,
        AUTHOR = "Xiao, Q.Q. and Zou, J.X. and Yang, M.Q. 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#TT250708"}

@inproceedings{bb255835,
        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#TT250709"}

@inproceedings{bb255836,
        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#TT250710"}

@inproceedings{bb255837,
        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",
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@inproceedings{bb255838,
        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#TT250712"}

@inproceedings{bb255839,
        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#TT250713"}

@inproceedings{bb255840,
        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#TT250714"}

@inproceedings{bb255841,
        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#TT250715"}

@inproceedings{bb255842,
        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",
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@inproceedings{bb255843,
        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",
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@inproceedings{bb255844,
        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",
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        YEAR = "2016",
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@inproceedings{bb255845,
        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",
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@inproceedings{bb255846,
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        TITLE = "An integrated approach for Diabetic Retinopathy exudate segmentation
by using Genetic Algorithm and Switching Median Filter",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT250720"}

@inproceedings{bb255847,
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        BOOKTITLE = Southwest16,
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        TITLE = "Evaluation of feature sensitivity to training data inaccuracy in
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@inproceedings{bb255849,
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@inproceedings{bb255851,
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@inproceedings{bb255852,
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@inproceedings{bb255853,
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@inproceedings{bb255854,
        AUTHOR = "Carranza, C. and Murray, V. and Pattichis, M. and Barriga, E.S.",
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@inproceedings{bb255855,
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@inproceedings{bb255856,
        AUTHOR = "Murray, V. and Agurto, C. and Barriga, S. and Pattichis, M.S. and Soliz, P.",
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@article{bb255877,
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        PAGES = "580-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT250752"}

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        TITLE = "Automated method for the detection and segmentation of drusen in colour
fundus image for the diagnosis of age-related macular degeneration",
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        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT250753"}

@article{bb255880,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT250754"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT250756"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical854md1.html#TT250758"}

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        TITLE = "Improving AMD Diagnosis by the Simultaneous Identification of
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