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For: Rodrigues EO, Conci A, Liatsis P. ELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach. IEEE J Biomed Health Inform 2020;24:3507-3519. [PMID: 32750920 DOI: 10.1109/jbhi.2020.2999257] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Number Cited by Other Article(s)
1
Zou K, Lin T, Han Z, Wang M, Yuan X, Chen H, Zhang C, Shen X, Fu H. Confidence-aware multi-modality learning for eye disease screening. Med Image Anal 2024;96:103214. [PMID: 38815358 DOI: 10.1016/j.media.2024.103214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 05/06/2024] [Accepted: 05/17/2024] [Indexed: 06/01/2024]
2
Santos da Silva G, Casanova D, Oliva JT, Rodrigues EO. Cardiac fat segmentation using computed tomography and an image-to-image conditional generative adversarial neural network. Med Eng Phys 2024;124:104104. [PMID: 38418017 DOI: 10.1016/j.medengphy.2024.104104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 08/17/2023] [Accepted: 01/09/2024] [Indexed: 03/01/2024]
3
Taylor TRP, Menten MJ, Rueckert D, Sivaprasad S, Lotery AJ. The role of the retinal vasculature in age-related macular degeneration: a spotlight on OCTA. Eye (Lond) 2024;38:442-449. [PMID: 37673970 PMCID: PMC10858204 DOI: 10.1038/s41433-023-02721-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/27/2023] [Accepted: 08/25/2023] [Indexed: 09/08/2023]  Open
4
Shi T, Ding X, Zhou W, Pan F, Yan Z, Bai X, Yang X. Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation. IEEE J Biomed Health Inform 2023;27:4006-4017. [PMID: 37163397 DOI: 10.1109/jbhi.2023.3274789] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
5
Tan Y, Zhao SX, Yang KF, Li YJ. A lightweight network guided with differential matched filtering for retinal vessel segmentation. Comput Biol Med 2023;160:106924. [PMID: 37146492 DOI: 10.1016/j.compbiomed.2023.106924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 04/03/2023] [Accepted: 04/13/2023] [Indexed: 05/07/2023]
6
Zhang H, Ni W, Luo Y, Feng Y, Song R, Wang X. TUnet-LBF: Retinal fundus image fine segmentation model based on transformer Unet network and LBF. Comput Biol Med 2023;159:106937. [PMID: 37084640 DOI: 10.1016/j.compbiomed.2023.106937] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 04/01/2023] [Accepted: 04/13/2023] [Indexed: 04/23/2023]
7
Bhimavarapu U, Battineni G. Deep Learning for the Detection and Classification of Diabetic Retinopathy with an Improved Activation Function. Healthcare (Basel) 2022;11:healthcare11010097. [PMID: 36611557 PMCID: PMC9819317 DOI: 10.3390/healthcare11010097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/23/2022] [Accepted: 12/26/2022] [Indexed: 12/30/2022]  Open
8
Rodrigues EO, Rodrigues LO, Machado JHP, Casanova D, Teixeira M, Oliva JT, Bernardes G, Liatsis P. Local-Sensitive Connectivity Filter (LS-CF): A Post-Processing Unsupervised Improvement of the Frangi, Hessian and Vesselness Filters for Multimodal Vessel Segmentation. J Imaging 2022;8:jimaging8100291. [PMID: 36286385 PMCID: PMC9604711 DOI: 10.3390/jimaging8100291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 11/07/2022]  Open
9
Hofer D, Schmidt-Erfurth U, Orlando JI, Goldbach F, Gerendas BS, Seeböck P. Improving foveal avascular zone segmentation in fluorescein angiograms by leveraging manual vessel labels from public color fundus pictures. BIOMEDICAL OPTICS EXPRESS 2022;13:2566-2580. [PMID: 35774310 PMCID: PMC9203117 DOI: 10.1364/boe.452873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/11/2022] [Accepted: 03/24/2022] [Indexed: 06/15/2023]
10
Robust Detection and Modeling of the Major Temporal Arcade in Retinal Fundus Images. MATHEMATICS 2022. [DOI: 10.3390/math10081334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
11
Billardello R, Ntolkeras G, Chericoni A, Madsen JR, Papadelis C, Pearl PL, Grant PE, Taffoni F, Tamilia E. Novel User-Friendly Application for MRI Segmentation of Brain Resection following Epilepsy Surgery. Diagnostics (Basel) 2022;12:diagnostics12041017. [PMID: 35454065 PMCID: PMC9032020 DOI: 10.3390/diagnostics12041017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/10/2022] [Accepted: 04/13/2022] [Indexed: 11/16/2022]  Open
12
Sun M, Wang Y, Fu Z, Li L, Liu Y, Zhao X. A Machine Learning Method for Automated In Vivo Transparent Vessel Segmentation and Identification Based on Blood Flow Characteristics. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2022;28:1-14. [PMID: 35387704 DOI: 10.1017/s1431927622000514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
13
Xu J, Shen J, Wan C, Jiang Q, Yan Z, Yang W. A Few-Shot Learning-Based Retinal Vessel Segmentation Method for Assisting in the Central Serous Chorioretinopathy Laser Surgery. Front Med (Lausanne) 2022;9:821565. [PMID: 35308538 PMCID: PMC8927682 DOI: 10.3389/fmed.2022.821565] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 01/28/2022] [Indexed: 12/05/2022]  Open
14
Li X, Ding J, Tang J, Guo F. Res2Unet: A multi-scale channel attention network for retinal vessel segmentation. Neural Comput Appl 2022. [DOI: 10.1007/s00521-022-07086-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
15
Pena FB, Crabi D, Izidoro SC, Rodrigues ÉO, Bernardes G. Machine learning applied to emerald gemstone grading: framework proposal and creation of a public dataset. Pattern Anal Appl 2021. [DOI: 10.1007/s10044-021-01041-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
16
Rodrigues EO, Rodrigues LO, Lima JJ, Casanova D, Favarim F, Dosciatti ER, Pegorini V, Oliveira LSN, Morais FFC. X-Ray cardiac angiographic vessel segmentation based on pixel classification using machine learning and region growing. Biomed Phys Eng Express 2021;7. [PMID: 34256366 DOI: 10.1088/2057-1976/ac13ba] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 07/13/2021] [Indexed: 11/11/2022]
17
An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means. BIOMED RESEARCH INTERNATIONAL 2021;2021:5597222. [PMID: 34258269 PMCID: PMC8257333 DOI: 10.1155/2021/5597222] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 06/19/2021] [Indexed: 01/23/2023]
18
Cheng J, Fu H, Cabrera DeBuc D, Tian J. Guest Editorial Ophthalmic Image Analysis and Informatics. IEEE J Biomed Health Inform 2020. [DOI: 10.1109/jbhi.2020.3037388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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