@article{bb261500,
AUTHOR = "Zhang, X.Q. and Xiao, Z.J. and Yang, B. and Wu, X. and Higashita, R. and Liu, J.",
TITLE = "Regional context-based recalibration network for cataract recognition
in AS-OCT",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110069",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256312"}
@article{bb261501,
AUTHOR = "Wang, J.H. and Xu, Z. and Zheng, W.H. and Ying, H.C. and Chen, T.T. and Liu, Z.Z. and Chen, D.Z. and Yao, K. and Wu, J.",
TITLE = "A Transformer-Based Knowledge Distillation Network for Cortical
Cataract Grading",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1089-1101",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256313"}
@article{bb261502,
AUTHOR = "Li, H. and Ou, M.Y. and Li, H.J. and Qiu, Z.X. and Niu, K. and Fu, H.Z. and Liu, J.",
TITLE = "Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical
Cataract Surgery",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2307-2318",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256314"}
@article{bb261503,
AUTHOR = "Esfandiari, M. and Gehlbach, P. and Taylor, R.H. and Iordachita, I.I.",
TITLE = "Bimanual Manipulation of Steady-Hand Eye Robots With Adaptive Sclera
Force Control: Cooperative Versus Teleoperation Strategies",
JOURNAL = HMS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "6",
MONTH = "December",
PAGES = "909-919",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256315"}
@inproceedings{bb261504,
AUTHOR = "Ferraro, F. and Iaconi, G. and Genesio, G. and Truffelli, R. and Amella, R. and Simonini, M. and Dellepiane, S.",
TITLE = "Spatial Exploration Indicators in the Remote Assessment of Visual
Neglect",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "II:552-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256316"}
@inproceedings{bb261505,
AUTHOR = "Ghamsarian, N. and Taschwer, M. and Putzgruber Adamitsch, D. and Sarny, S. and Schoeffmann, K.",
TITLE = "Relevance Detection in Cataract Surgery Videos by Spatio- Temporal
Action Localization",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10720-10727",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256317"}
@inproceedings{bb261506,
AUTHOR = "Sokolova, N. and Schoeffmann, K. and Taschwer, M. and Putzgruber Adamitsch, D. and El Shabrawi, Y.",
TITLE = "Evaluating the Generalization Performance of Instrument Classification
in Cataract Surgery Videos",
BOOKTITLE = MMMod20,
YEAR = "2020",
PAGES = "II:626-636",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256318"}
@inproceedings{bb261507,
AUTHOR = "Primus, M.J. and Putzgruber Adamitsch, D. and Taschwer, M. and Munzer, B. and El Shabrawi, Y. and Boszormenyi, L. and Schoeffmann, K.",
TITLE = "Frame-Based Classification of Operation Phases in Cataract Surgery
Videos",
BOOKTITLE = MMMod18,
YEAR = "2018",
PAGES = "I:241-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256319"}
@inproceedings{bb261508,
AUTHOR = "Gao, X.T. and Lin, S. and Wong, T.Y.",
TITLE = "Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep
Learning",
BOOKTITLE = ACCV14,
YEAR = "2014",
PAGES = "II: 632-642",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256320"}
@inproceedings{bb261509,
AUTHOR = "Gao, X.T. and Wong, D.W.K. and Ng, T.T. and Cheung, C.Y.L. and Cheng, C.Y.",
TITLE = "Automatic Grading of Cortical and PSC Cataracts Using Retroillumination
Lens Images",
BOOKTITLE = ACCV12,
YEAR = "2012",
PAGES = "II:256-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256321"}
@inproceedings{bb261510,
AUTHOR = "Gao, X.T. and Li, H.Q. and Lim, J.H. and Wong, T.Y.",
TITLE = "Computer-aided cataract detection using enhanced texture features on
retro-illumination lens images",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "1565-1568",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256322"}
@inproceedings{bb261511,
AUTHOR = "Supriyanti, R. and Habe, H. and Kidode, M. and Nagata, S.",
TITLE = "Extracting Appearance Information inside the Pupil for Cataract
Screening",
BOOKTITLE = MVA09,
YEAR = "2009",
PAGES = "342-",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256323"}
@inproceedings{bb261512,
AUTHOR = "Siegl, H. and Pinz, A. and Buhl, W. and Georgopoulos, M. and Findl, O. and Menapace, R.",
TITLE = "Assessment of Posterior Capsule Opacification after Cataract Surgery",
BOOKTITLE = SCIA01,
YEAR = "2001",
PAGES = "P-W3A",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854ca2.html#TT256324"}
@article{bb261513,
AUTHOR = "Walter, T. and Klein, J. and Massin, P. and Erginay, A.",
TITLE = "A contribution of image processing to the diagnosis of diabetic
retinopathy-detection of exudates in color fundus images of the
human retina",
JOURNAL = MedImg,
VOLUME = "21",
YEAR = "2002",
NUMBER = "10",
MONTH = "October",
PAGES = "1236-1243",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256325"}
@article{bb261514,
AUTHOR = "Jelinek, H.F. and Cree, M.J. and Leandro, J.J.G. and Soares, J.V.B. and Cesar, R.M. and Luckie, A.",
TITLE = "Automated segmentation of retinal blood vessels and identification of
proliferative diabetic retinopathy",
JOURNAL = JOSA-A,
VOLUME = "24",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "1448-1456",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256326"}
@article{bb261515,
AUTHOR = "Niemeijer, M. and Abramoff, M.D. and van Ginneken, B.",
TITLE = "Information Fusion for Diabetic Retinopathy CAD in Digital Color Fundus
Photographs",
JOURNAL = MedImg,
VOLUME = "28",
YEAR = "2009",
NUMBER = "5",
MONTH = "May",
PAGES = "775-785",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256327"}
@article{bb261516,
AUTHOR = "Agurto, C. and Murray, V. and Barriga, E. and Murillo, S. and Pattichis, M. and Davis, H. and Russell, S. and Abramoff, M. and Soliz, P.",
TITLE = "Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection",
JOURNAL = MedImg,
VOLUME = "29",
YEAR = "2010",
NUMBER = "2",
MONTH = "February",
PAGES = "502-512",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256328"}
@article{bb261517,
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#TT256329"}
@article{bb261518,
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#TT256330"}
@article{bb261519,
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#TT256331"}
@article{bb261520,
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#TT256332"}
@article{bb261521,
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#TT256333"}
@inproceedings{bb261522,
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#TT256334"}
@article{bb261523,
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#TT256335"}
@inproceedings{bb261524,
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#TT256336"}
@article{bb261525,
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#TT256337"}
@article{bb261526,
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#TT256338"}
@article{bb261527,
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#TT256339"}
@article{bb261528,
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#TT256340"}
@article{bb261529,
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#TT256341"}
@article{bb261530,
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#TT256342"}
@article{bb261531,
AUTHOR = "Sheng, B. and Li, P. and Mo, S. and Li, H. and Hou, X. and Wu, Q. and Qin, J. and Fang, R. and Feng, D.D.",
TITLE = "Retinal Vessel Segmentation Using Minimum Spanning Superpixel Tree
Detector",
JOURNAL = Cyber,
VOLUME = "49",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "2707-2719",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256343"}
@article{bb261532,
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#TT256344"}
@article{bb261533,
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#TT256345"}
@article{bb261534,
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#TT256346"}
@article{bb261535,
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#TT256347"}
@article{bb261536,
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#TT256348"}
@article{bb261537,
AUTHOR = "Wang, J.L. and Luo, J.X. 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#TT256349"}
@article{bb261538,
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#TT256350"}
@article{bb261539,
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#TT256351"}
@article{bb261540,
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#TT256352"}
@article{bb261541,
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#TT256353"}
@article{bb261542,
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#TT256354"}
@article{bb261543,
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#TT256355"}
@article{bb261544,
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#TT256356"}
@article{bb261545,
AUTHOR = "Hacisoftaoglu, R.E. and Karakaya, M. and Sallam, A.B.",
TITLE = "Deep learning frameworks for diabetic retinopathy detection with
smartphone-based retinal imaging systems",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "409-417",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256357"}
@article{bb261546,
AUTHOR = "Peng, Y.Y. and Zhu, W.F. and Chen, Z.Y. and Wang, M. and Geng, L. and Yu, K. and Zhou, Y. and Wang, T. and Xiang, D.M. and Chen, F. and Chen, X.J.",
TITLE = "Automatic Staging for Retinopathy of Prematurity With Deep Feature
Fusion and Ordinal Classification Strategy",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "1750-1762",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256358"}
@article{bb261547,
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#TT256359"}
@article{bb261548,
AUTHOR = "Zhou, Y. and Wang, B. and Huang, L. and Cui, S. and Shao, L.",
TITLE = "A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading,
and Transferability",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "818-828",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256360"}
@article{bb261549,
AUTHOR = "Padmasini, N. and Umamaheswari, R.",
TITLE = "Automated detection of multiple structural changes of diabetic macular
oedema in SDOCT retinal images through transfer learning in CNNs",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "16",
MONTH = "December",
PAGES = "4067-4075",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256361"}
@article{bb261550,
AUTHOR = "Lin, J.K. and Cai, Q.L. and Lin, M.Y.",
TITLE = "Multi-Label Classification of Fundus Images With Graph Convolutional
Network and Self-Supervised Learning",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "454-458",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256362"}
@article{bb261551,
AUTHOR = "Bhardwaj, C. and Jain, S. and Sood, M.",
TITLE = "Diabetic retinopathy severity grading employing quadrant-based
Inception-V3 convolution neural network architecture",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "2",
PAGES = "592-608",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256363"}
@article{bb261552,
AUTHOR = "Sambyal, N. and Saini, P. and Syal, R. and Gupta, V.",
TITLE = "Aggregated residual transformation network for multistage
classification in diabetic retinopathy",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "2",
PAGES = "741-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256364"}
@article{bb261553,
AUTHOR = "Kadan, A.B. and Subbian, P.S.",
TITLE = "Optimized hybrid classifier for diagnosing diabetic retinopathy:
Iterative blood vessel segmentation process",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "2",
PAGES = "1009-1033",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256365"}
@article{bb261554,
AUTHOR = "Shivsharan, N. and Ganorkar, S.",
TITLE = "Diabetic Retinopathy Detection Using Optimization Assisted Deep
Learning Model: Outlook on Improved Grey Wolf Algorithm",
JOURNAL = IJIG,
VOLUME = "21",
YEAR = "2021",
NUMBER = "3",
MONTH = "July",
PAGES = "2150035",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256366"}
@article{bb261555,
AUTHOR = "Deepa, V. and Kumar, C.S. and Andrews, S.S.",
TITLE = "Fusing dual-tree quaternion wavelet transform and local mesh based
features for grading of diabetic retinopathy using extreme learning
machine classifier",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
PAGES = "1625-1637",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256367"}
@article{bb261556,
AUTHOR = "Boukadida, R. and Elloumi, Y. and Akil, M. and Bedoui, M.H.",
TITLE = "Mobile-aided screening system for proliferative diabetic retinopathy",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
PAGES = "1638-1654",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256368"}
@article{bb261557,
AUTHOR = "Luo, X.L. and Pu, Z.H. and Xu, Y. and Wong, W.K. and Su, J.Y. and Dou, X.Y. and Ye, B. and Hu, J. and Mou, L.",
TITLE = "MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs
and attention mechanisms",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108104",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256369"}
@article{bb261558,
AUTHOR = "Bourouis, S. and Bouguila, N.",
TITLE = "Nonparametric learning approach based on infinite flexible mixture
model and its application to medical data analysis",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "4",
PAGES = "1989-2002",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256370"}
@article{bb261559,
AUTHOR = "Mathews, M.R. and Anzar, S.M.",
TITLE = "A comprehensive review on automated systems for severity grading of
diabetic retinopathy and macular edema",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "4",
PAGES = "2093-2122",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256371"}
@article{bb261560,
AUTHOR = "Pappu, G.P. and Biswal, B. and Gandhi, T.K. and Ram, M.V.S.S.",
TITLE = "Classification of neovascularization on retinal images using extreme
learning machine",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
PAGES = "1536-1550",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256372"}
@article{bb261561,
AUTHOR = "Athalye, S.S. and Vijay, G.",
TITLE = "Taylor series-based deep belief network for automatic classification
of diabetic retinopathy using retinal fundus images",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
PAGES = "882-901",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256373"}
@article{bb261562,
AUTHOR = "Ahmed, Z. and Panhwar, S.Q. and Baqai, A. and Umrani, F.A. and Ahmed, M. and Khan, A.",
TITLE = "Deep learning based automated detection of intraretinal cystoid fluid",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
PAGES = "902-917",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical854d1.html#TT256374"}
@article{bb261563,
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#TT256375"}
@article{bb261564,
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#TT256376"}
@article{bb261565,
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#TT256377"}
@inproceedings{bb261566,
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#TT256378"}
@article{bb261567,
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#TT256379"}
@article{bb261568,
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#TT256380"}
@article{bb261569,
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#TT256381"}
@article{bb261570,
AUTHOR = "Yang, Y.H. and Shang, F.X. and Wu, B. 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#TT256382"}
@article{bb261571,
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#TT256383"}
@article{bb261572,
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#TT256384"}
@article{bb261573,
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#TT256385"}
@article{bb261574,
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#TT256386"}
@article{bb261575,
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#TT256387"}
@article{bb261576,
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#TT256388"}
@article{bb261577,
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#TT256389"}
@article{bb261578,
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#TT256390"}
@article{bb261579,
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#TT256391"}
@article{bb261580,
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#TT256392"}
@article{bb261581,
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#TT256393"}
@article{bb261582,
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#TT256394"}
@article{bb261583,
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#TT256395"}
@article{bb261584,
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#TT256396"}
@article{bb261585,
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#TT256397"}
@article{bb261586,
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#TT256398"}
@article{bb261587,
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#TT256399"}
@article{bb261588,
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#TT256400"}
@article{bb261589,
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#TT256401"}
@article{bb261590,
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#TT256402"}
@article{bb261591,
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#TT256403"}
@article{bb261592,
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#TT256404"}
@article{bb261593,
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#TT256405"}
@article{bb261594,
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#TT256406"}
@article{bb261595,
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#TT256407"}
@article{bb261596,
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#TT256408"}
@article{bb261597,
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#TT256409"}
@article{bb261598,
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#TT256410"}
@article{bb261599,
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#TT256411"}
Last update:Feb 26, 2026 at 10:58:24