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BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252302"}
@article{bb257439,
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YEAR = "2022",
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AUTHOR = "Yadav, N.",
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AUTHOR = "Yu, M. and Wang, Y.",
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AUTHOR = "Gour, M. and Jain, S. and Kaushal, S.",
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AUTHOR = "Naveen, J. and Selvam, S. and Selvam, B.",
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AUTHOR = "Das, S.K. and Namasudra, S. and Kumar, A. and Moparthi, N.R.",
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AUTHOR = "Zhang, X.F. and Zhang, J.M. and Zhang, Y.T. and Jia, M. and Li, H. and Liu, X.M.",
TITLE = "Adaptive learning Unet-based adversarial network with CNN and
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JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "11",
PAGES = "3337-3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252319"}
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AUTHOR = "Xia, X. and Zhan, K. and Fang, Y.M. and Jiang, W.H. and Shen, F.",
TITLE = "Lesion-aware network for diabetic retinopathy diagnosis",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
PAGES = "1914-1928",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252320"}
@article{bb257457,
AUTHOR = "Almattar, W. and Luqman, H. and Khan, F.A.",
TITLE = "Diabetic retinopathy grading review:
Current techniques and future directions",
JOURNAL = IVC,
VOLUME = "139",
YEAR = "2023",
PAGES = "104821",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252321"}
@article{bb257458,
AUTHOR = "Radha, K. and Karuna, Y.",
TITLE = "Retinal vessel segmentation to diagnose diabetic retinopathy using
fundus images: A survey",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e22945",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252322"}
@article{bb257459,
AUTHOR = "Bapatla, S. and Harikiran, J.",
TITLE = "Deer Hunting Optimization with 3D-Convolutional Neural Network for
Diabetic Retinopathy Classification Model",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "2450009",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252323"}
@article{bb257460,
AUTHOR = "Macsik, P. and Pavlovicova, J. and Kajan, S. and Goga, J. and Kurilova, V.",
TITLE = "Image preprocessing-based ensemble deep learning classification of
diabetic retinopathy",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "3",
PAGES = "807-828",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252324"}
@article{bb257461,
AUTHOR = "Ji, Z.X. and Ma, X. and Leng, T. and Rubin, D.L. and Chen, Q.",
TITLE = "Mirrored X-Net: Joint classification and contrastive learning for
weakly supervised GA segmentation in SD-OCT",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110507",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252325"}
@article{bb257462,
AUTHOR = "Joseph, J. and Sreela, S.R.",
TITLE = "MODCN: Fine-Tuned Deep Convolutional Neural Network with GAN Deployed
to Forecast Diabetic Eye Damage in Fundus Retinal Images",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "3",
MONTH = "May",
PAGES = "2450029",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252326"}
@article{bb257463,
AUTHOR = "Kulkarni, G. and Manike, C.",
TITLE = "Heuristic-Based Ensemble Model Selection Strategy with Parameter Tuning
for Optimal Diabetes Mellitus Prediction",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "4",
MONTH = "July",
PAGES = "2450046",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252327"}
@article{bb257464,
AUTHOR = "Zhang, Y.H. and Ma, X. and Huang, K. and Li, M.C. and Heng, P.A.",
TITLE = "Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy
Grading on Fundus Images",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "2960-2969",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252328"}
@article{bb257465,
AUTHOR = "Rawat, A. and Singh, M.P. and Sharma, R.R.",
TITLE = "Data-driven 2D-EWT based diabetic retinopathy identification using
hybrid neural network",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105194",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252329"}
@article{bb257466,
AUTHOR = "Devi, Y.S. and Kumar, S.P.",
TITLE = "Diabetic Retinopathy (DR) Image Synthesis Using DCGAN and
Classification of DR Using Transfer Learning Approaches",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "5",
MONTH = "September",
PAGES = "2340009",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252330"}
@article{bb257467,
AUTHOR = "Gargi, M. and Namburu, A.",
TITLE = "Severity Detection of Diabetic Retinopathy: A Review",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "5",
MONTH = "September",
PAGES = "2340007",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252331"}
@article{bb257468,
AUTHOR = "Sachdeva, J. and Mishra, P. and Katoch, D.",
TITLE = "Diabetic retinopathy data augmentation and vessel segmentation
through deep learning based three fully convolution neural networks",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105284",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252332"}
@article{bb257469,
AUTHOR = "Soren, V.N. and Prajwal, H.S. and Sundaresan, V.",
TITLE = "Automated grading of diabetic retinopathy and Radiomics analysis on
ultra-wide optical coherence tomography angiography scans",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105292",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252333"}
@article{bb257470,
AUTHOR = "Zhang, J.C. and Jin, R. and Liu, W.Q.",
TITLE = "Enhancing semi-supervised contrastive learning through saliency map
for diabetic retinopathy grading",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "8",
PAGES = "1127-1137",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252334"}
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AUTHOR = "Ma, Y. and Gu, Y. and Guo, S. and Qin, X. and Wen, S.J. and Shi, N.F. and Dai, W.W. and Chen, Y.Q.",
TITLE = "Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier
Discrepancy Minimization for Diabetic Retinopathy Grading",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1115-1126",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252335"}
@article{bb257472,
AUTHOR = "Butt, M. and NurFatimah, D.N.F. and Khan, M.A. and Latif, G. and Bashar, A.",
TITLE = "MEDCnet: A Memory Efficient Approach for Processing High-Resolution
Fundus Images for Diabetic Retinopathy Classification Using CNN",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
PAGES = "e70063",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252336"}
@article{bb257473,
AUTHOR = "Bi, Q. and Yi, J.J. and Zheng, H. and Zhan, H.L. and Huang, Y.W. and Ji, W. and Li, Y.X. and Zheng, Y.F.",
TITLE = "GAD: Domain generalized diabetic retinopathy grading by grade-aware
de-stylization",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111484",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252337"}
@article{bb257474,
AUTHOR = "Lin, Y.X. and Dou, X.Y. and Luo, X.L. and Wu, Z.H. and Liu, C.L. and Luo, T.Y. and Wen, J. and Ling, B.W.K. and Xu, Y. and Wang, W.",
TITLE = "Multi-view diabetic retinopathy grading via cross-view spatial
alignment and adaptive vessel reinforcing",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111487",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252338"}
@article{bb257475,
AUTHOR = "Bhat, P. and Anoop, B.K.",
TITLE = "Improved Invasive Weed Social Ski-Driver Optimization-Based Deep
Convolution Neural Network for Diabetic Retinopathy Classification",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "2",
MONTH = "March",
PAGES = "2550012",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252339"}
@article{bb257476,
AUTHOR = "Soomro, D.B. and Wang, C.L. and Ashraf, M. and AlHammadi, D.A. and Alsubai, S. and Medaglia, C. and Innab, N. and Umer, M.",
TITLE = "Automated dual CNN-based feature extraction with SMOTE for imbalanced
diabetic retinopathy classification",
JOURNAL = IVC,
VOLUME = "159",
YEAR = "2025",
PAGES = "105537",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252340"}
@article{bb257477,
AUTHOR = "Chen, M.H. and Xu, S.Y. and Zhou, J. and Wang, H.W. and Yi, S.",
TITLE = "An Enhanced Double-Unet Segmentation Framework for the Early
Detection of Diabetic Retinopathy",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70096",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252341"}
@article{bb257478,
AUTHOR = "Zhang, J. and Jiang, X.Y. and Ni, S.T. and Liu, S. and Zou, W.",
TITLE = "Microaneurysm Segmentation Method for Diabetic Retinopathy Fundus
Lesions Based on the Multi-Scale Feature Subtraction Fusion Network",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
PAGES = "e70140",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252342"}
@article{bb257479,
AUTHOR = "Alhussein, M. and Aurangzeb, K. and Fareed, K. and Islam, M. and Alharthi, R.S.",
TITLE = "LiteVessel: In-Depth Exploration of Lightweight Deep Neural Network
Models for Retinal Vessel Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
PAGES = "e70145",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252343"}
@article{bb257480,
AUTHOR = "Mounika, S. and RaviSankar, V.",
TITLE = "Multi-Class Classification of Diabetic Retinopathy Diseases From
Fundus Images Using Criss-Cross Attention Based Deep Residual Squeeze
and Excitation Assisted Vision Transformer Model",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70199",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252344"}
@article{bb257481,
AUTHOR = "Cai, R. and Li, J.X. and Wang, F.Z. and Li, X.Y. and Guo, J.M. and Dai, J. and Shen, Y.S.",
TITLE = "A Hybrid Swin Transformer and EfficientNetB2-Based Framework for
Automated ROP Detection in Premature Infants",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70191",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252345"}
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AUTHOR = "Kocak, I. and Bayramoglu, S.E. and Sayin, N. and Thalib, L.",
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Learning Models: Evaluating Vision Transformers and ResNet
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JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70174",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252346"}
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JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "8583-8597",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252347"}
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AUTHOR = "Zhao, J. and Zhang, X.Q. and Zhang, J.W. and Sun, H.X. and Nie, Q.S. and Xiao, Z.J. and Xiao, L. and Zhang, F.Y. and Hu, Y. and Liu, J.",
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balanced loss for imbalanced diabetic retinopathy grading",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112194",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252348"}
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AUTHOR = "Su, W.X. and Tang, S. and Liu, X.F. and Yi, X.J. and Ye, M. and Zu, C.X. and Li, J.H. and Zhu, X.T.",
TITLE = "Domain Adaptive Diabetic Retinopathy Grading with Model Absence and
Flowing Data",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "28337-28346",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252349"}
@inproceedings{bb257486,
AUTHOR = "Chen, L. and Nie, D. and Pan, J.J. and Yan, J. and Tang, Z.Y.",
TITLE = "Generalized Zero-Shot Classification via Semantics-Free Inter-Class
Feature Generation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20286-20295",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252350"}
@inproceedings{bb257487,
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#TT252351"}
@inproceedings{bb257488,
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#TT252352"}
@inproceedings{bb257489,
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.",
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BOOKTITLE = Southwest24,
YEAR = "2024",
PAGES = "25-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252353"}
@inproceedings{bb257490,
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#TT252354"}
@inproceedings{bb257491,
AUTHOR = "Gaikwad, A. and Gautam, A.",
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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#TT252355"}
@inproceedings{bb257492,
AUTHOR = "Cherukuri, T.K. and Shaik, N.S. and Ye, D.H.",
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Retinal Fundus Images",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3098-3104",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252356"}
@inproceedings{bb257493,
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#TT252357"}
@inproceedings{bb257494,
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
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BOOKTITLE = EnhanceMedIm24,
YEAR = "2024",
PAGES = "2305-2314",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252358"}
@inproceedings{bb257495,
AUTHOR = "Jwad, F.J. and Abdulmunem, A.A.",
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Techniques: A comparative Study",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252359"}
@inproceedings{bb257496,
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.",
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Approach",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT252360"}
@inproceedings{bb257497,
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#TT252361"}
@inproceedings{bb257498,
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#TT252362"}
@inproceedings{bb257499,
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#TT252363"}
Last update:Nov 26, 2025 at 20:24:09