@article{bb269900,
AUTHOR = "Huang, S.Q. and Li, J.A. and Xiao, Y.Z. and Shen, N. and Xu, T.F.",
TITLE = "RTNet: Relation Transformer Network for Diabetic Retinopathy
Multi-Lesion Segmentation",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "1596-1607",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264685"}
@article{bb269901,
AUTHOR = "Nagaraj, P. and Deepalakshmi, P.",
TITLE = "An intelligent fuzzy inference rule-based expert recommendation
system for predictive diabetes diagnosis",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "4",
PAGES = "1373-1396",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264686"}
@article{bb269902,
AUTHOR = "Wang, C.L. and Li, D.H.",
TITLE = "Diabetes Noninvasive Recognition via Improved Capsule Network",
JOURNAL = IEICE,
VOLUME = "E105-D",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "1464-1471",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264687"}
@inproceedings{bb269903,
AUTHOR = "Ahourag, A. and El Moutaouakil, K. and Chellak, S. and Baizri, H. and Cheggour, M.",
TITLE = "Multi-criteria optimization for optimal nutrition of Moroccan
diabetics",
BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264688"}
@article{bb269904,
AUTHOR = "Yadav, N.",
TITLE = "A deep data-driven approach for enhanced segmentation of blood vessel
for diabetic retinopathy",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "5",
PAGES = "1696-1708",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264689"}
@article{bb269905,
AUTHOR = "Yu, M. and Wang, Y.",
TITLE = "Intelligent detection and applied research on diabetic retinopathy
based on the residual attention network",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "5",
PAGES = "1789-1800",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264690"}
@article{bb269906,
AUTHOR = "Tajudin, N.M.A. and Kipli, K. and Mahmood, M.H. and Lim, L.T. and Mat, D.A.A. and Sapawi, R. and Sahari, S.K. and Lias, K. and Jali, S.K. and Hoque, M.E.",
TITLE = "Deep learning in the grading of diabetic retinopathy: A review",
JOURNAL = IET-CV,
VOLUME = "16",
YEAR = "2022",
NUMBER = "8",
PAGES = "667-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264691"}
@article{bb269907,
AUTHOR = "Yang, Y.H. and Shang, F.X. and Wu, B.H. and Yang, D. and Wang, L. and Xu, Y. and Zhang, W.S. and Zhang, T.Z.",
TITLE = "Robust Collaborative Learning of Patch-Level and Image-Level
Annotations for Diabetic Retinopathy Grading From Fundus Image",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "11407-11417",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264692"}
@article{bb269908,
AUTHOR = "Padmapriya, M. and Pasupathy, S.",
TITLE = "Supervised learning software model for the diagnosis of diabetic
retinopathy",
JOURNAL = IJCVR,
VOLUME = "13",
YEAR = "2023",
NUMBER = "1",
PAGES = "116-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264693"}
@article{bb269909,
AUTHOR = "Gour, M. and Jain, S. and Kaushal, S.",
TITLE = "XCapsNet: A deep neural network for automated detection of diabetic
retinopathy",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "3",
PAGES = "1014-1027",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264694"}
@article{bb269910,
AUTHOR = "Naveen, J. and Selvam, S. and Selvam, B.",
TITLE = "FO-DPSO Algorithm for Segmentation and Detection of Diabetic Mellitus
for Ulcers",
JOURNAL = IJIG,
VOLUME = "23",
YEAR = "2023",
NUMBER = "3 2023",
PAGES = "2240011",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264695"}
@article{bb269911,
AUTHOR = "Lin, C.L. and Jiang, Z.X.",
TITLE = "Development of preprocessing methods and revised EfficientNet for
diabetic retinopathy detection",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
PAGES = "1450-1466",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264696"}
@article{bb269912,
AUTHOR = "Das, S.K. and Namasudra, S. and Kumar, A. and Moparthi, N.R.",
TITLE = "AESPNet: Attention Enhanced Stacked Parallel Network to improve
automatic Diabetic Foot Ulcer identification",
JOURNAL = IVC,
VOLUME = "138",
YEAR = "2023",
PAGES = "104809",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264697"}
@article{bb269913,
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
transformer for segmentation of hard exudates in diabetes retinopathy",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "11",
PAGES = "3337-3348",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264698"}
@article{bb269914,
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#TT264699"}
@article{bb269915,
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#TT264700"}
@article{bb269916,
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#TT264701"}
@article{bb269917,
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#TT264702"}
@article{bb269918,
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#TT264703"}
@article{bb269919,
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#TT264704"}
@article{bb269920,
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#TT264705"}
@article{bb269921,
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#TT264706"}
@article{bb269922,
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#TT264707"}
@article{bb269923,
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#TT264708"}
@article{bb269924,
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#TT264709"}
@article{bb269925,
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#TT264710"}
@article{bb269926,
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#TT264711"}
@article{bb269927,
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#TT264712"}
@article{bb269928,
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#TT264713"}
@article{bb269929,
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#TT264714"}
@article{bb269930,
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#TT264715"}
@article{bb269931,
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#TT264716"}
@article{bb269932,
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#TT264717"}
@article{bb269933,
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#TT264718"}
@article{bb269934,
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#TT264719"}
@article{bb269935,
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#TT264720"}
@article{bb269936,
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#TT264721"}
@article{bb269937,
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#TT264722"}
@article{bb269938,
AUTHOR = "Kocak, I. and Bayramoglu, S.E. and Sayin, N. and Thalib, L.",
TITLE = "Detection of Plus Disease in Retinopathy of Prematurity Using Deep
Learning Models: Evaluating Vision Transformers and ResNet
Architectures",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70174",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264723"}
@article{bb269939,
AUTHOR = "Wang, J.T. and Mateen, M. and Xiang, D. and Zhu, W.F. and Shi, F. and Huang, J. and Sun, K. and Dai, J. and Xu, J.C. and Zhang, S. and Chen, X.J.",
TITLE = "Task Augmentation-Based Meta-Learning Segmentation Method for
Retinopathy",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "8583-8597",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264724"}
@article{bb269940,
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.",
TITLE = "Token pyramid pooling-driven style adapter learning with dual-view
balanced loss for imbalanced diabetic retinopathy grading",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112194",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264725"}
@inproceedings{bb269941,
AUTHOR = "Xiao, M.X. and Fang, S.D. and Wang, F.",
TITLE = "A Diabetes Screening Algorithm Embedded with Inception Deep
Convolution in Swin Transformer",
BOOKTITLE = ICIVC25,
YEAR = "2025",
PAGES = "482-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264726"}
@article{bb269942,
AUTHOR = "Chen, Y. and Yang, L. and Long, J. and Bao, T.",
TITLE = "Diffusion model-based imbalanced diabetic retinal image
classification",
JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105805",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264727"}
@article{bb269943,
AUTHOR = "Li, X. and Ma, D. and Wu, X.Q.",
TITLE = "WFDENet: Wavelet-based frequency decomposition and enhancement
network for diabetic retinopathy lesion segmentation",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112492",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264728"}
@article{bb269944,
AUTHOR = "Zhang, Y.M. and Zhu, H.Q. and Qian, T.W. and Hou, T. and Chen, N. and Xu, X. and Huang, B.",
TITLE = "Adaptive Evidential Fusion of Light-Dark Features With Multi-Scan
Mamba for Automated Macular Edema Diagnosis",
JOURNAL = IJIST,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
PAGES = "e70265",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264729"}
@article{bb269945,
AUTHOR = "Verma, P. and Elango, S. and Singh, K.",
TITLE = "DR-TrustNet: Enhancing diabetic retinopathy detection using reliable
efficient networks and uncertainty quantification",
JOURNAL = IVC,
VOLUME = "168",
YEAR = "2026",
PAGES = "105921",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264730"}
@article{bb269946,
AUTHOR = "Das, S.K. and Bhuyan, P. and Moparthi, N.R. and Namasudra, S.",
TITLE = "A lightweight shallow convolution neural network for automatic
identification of Diabetic Foot Ulcers",
JOURNAL = IVC,
VOLUME = "168",
YEAR = "2026",
PAGES = "105925",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264731"}
@article{bb269947,
AUTHOR = "Yi, S. and Yang, C.C. and Ma, L.",
TITLE = "L-MedViT: A hierarchical hybrid network for fine-grained diabetic
retinopathy grading",
JOURNAL = IVC,
VOLUME = "170",
YEAR = "2026",
PAGES = "105970",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264732"}
@article{bb269948,
AUTHOR = "Kumari, P. and Saxena, P.",
TITLE = "An efficient hybrid model for localisation and grading of diabetic
retinopathy using fundus images",
JOURNAL = IJCVR,
VOLUME = "16",
YEAR = "2026",
NUMBER = "4",
PAGES = "411-426",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264733"}
@article{bb269949,
AUTHOR = "Wong, W.K. and Liu, W.Z. and Zhou, X. and Hou, J.L. and Lin, Y.X. and Wen, J.",
TITLE = "Expert-Guided Cross-View Fusion With Self-Derived Lesion Proposals
for Multi-View Diabetic Retinopathy Grading",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "6446-6459",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264734"}
@article{bb269950,
AUTHOR = "Abini, M.A. and Priya, S.S.S.",
TITLE = "Deep Learning Based Diabetic Retinopathy Classification of Augmented
Fundus Images Using Convolutional Neural Networks",
JOURNAL = IJIG,
VOLUME = "27",
YEAR = "2027",
NUMBER = "2",
MONTH = "March",
PAGES = "2750040",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264735"}
@article{bb269951,
AUTHOR = "Zhang, D.S. and Zhang, Q. and Hu, Y.T. and Deng, H. and Cai, L.Y. and Lin, Y.X. and Xu, Y.",
TITLE = "MSI-CCD: A multi-scale interaction framework with
consistency-complementarity disentanglement for multi-view diabetic
retinopathy grading",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114707",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264736"}
@article{bb269952,
AUTHOR = "Quan, S. and Zhong, J. and Chen, Y.Y. and Yi, Z.",
TITLE = "Reliable morphological characterization for plus disease
classification",
JOURNAL = PRL,
VOLUME = "209",
YEAR = "2026",
PAGES = "230-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264737"}
@inproceedings{bb269953,
AUTHOR = "Elsharkawy, M. and Abdelhalim, I. and Taher, F. and Ali, A. and Ghazal, M. and Mahmoud, A. and Giridharan, G. and Wang, W. and El Baz, A.",
TITLE = "Crossdr: Bridging 2D And 3D Features For Diabetic Retinopathy
Classification Using Context-Aware Cross-Attention",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2300-2305",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT264738"}
@inproceedings{bb269954,
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#TT264739"}
@inproceedings{bb269955,
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#TT264740"}
@inproceedings{bb269956,
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#TT264741"}
@inproceedings{bb269957,
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#TT264742"}
@inproceedings{bb269958,
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#TT264743"}
@inproceedings{bb269959,
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#TT264744"}
@inproceedings{bb269960,
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#TT264745"}
@inproceedings{bb269961,
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#TT264746"}
@inproceedings{bb269962,
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#TT264747"}
@inproceedings{bb269963,
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#TT264748"}
@inproceedings{bb269964,
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#TT264749"}
@inproceedings{bb269965,
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#TT264750"}
@inproceedings{bb269966,
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#TT264751"}
@inproceedings{bb269967,
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#TT264752"}
@inproceedings{bb269968,
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#TT264753"}
@inproceedings{bb269969,
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#TT264754"}
@inproceedings{bb269970,
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#TT264755"}
@inproceedings{bb269971,
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#TT264756"}
@inproceedings{bb269972,
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#TT264757"}
@inproceedings{bb269973,
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#TT264758"}
@inproceedings{bb269974,
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#TT264759"}
@inproceedings{bb269975,
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#TT264760"}
@inproceedings{bb269976,
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#TT264761"}
@inproceedings{bb269977,
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#TT264762"}
@inproceedings{bb269978,
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#TT264763"}
@inproceedings{bb269979,
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#TT264764"}
@inproceedings{bb269980,
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#TT264765"}
@inproceedings{bb269981,
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#TT264766"}
@inproceedings{bb269982,
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#TT264767"}
@inproceedings{bb269983,
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#TT264768"}
@inproceedings{bb269984,
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#TT264769"}
@inproceedings{bb269985,
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#TT264770"}
@inproceedings{bb269986,
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#TT264771"}
@inproceedings{bb269987,
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#TT264772"}
@inproceedings{bb269988,
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#TT264773"}
@inproceedings{bb269989,
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#TT264774"}
@inproceedings{bb269990,
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#TT264775"}
@inproceedings{bb269991,
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#TT264776"}
@inproceedings{bb269992,
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#TT264777"}
@inproceedings{bb269993,
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#TT264778"}
@inproceedings{bb269994,
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#TT264779"}
@inproceedings{bb269995,
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#TT264780"}
@inproceedings{bb269996,
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#TT264781"}
@inproceedings{bb269997,
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#TT264782"}
@inproceedings{bb269998,
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#TT264783"}
@inproceedings{bb269999,
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#TT264784"}
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