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For: Ma Y, Hao H, Xie J, Fu H, Zhang J, Yang J, Wang Z, Liu J, Zheng Y, Zhao Y. ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. IEEE Trans Med Imaging 2021;40:928-939. [PMID: 33284751 DOI: 10.1109/tmi.2020.3042802] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Number Cited by Other Article(s)
1
Li S, Zhang D, Li X, Ou C, An L, Xu Y, Yang W, Zhang Y, Cheng KT. Vessel-promoted OCT to OCTA image translation by heuristic contextual constraints. Med Image Anal 2024;98:103311. [PMID: 39217674 DOI: 10.1016/j.media.2024.103311] [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: 01/13/2024] [Revised: 06/30/2024] [Accepted: 08/17/2024] [Indexed: 09/04/2024]
2
Cao L, Wang H, Kwapong WR, Xiong Z, Zhao Y, Liu G, Liu R, Liu J, Hu F, Wu B. Intracranial pressure affects retinal venular complexity in idiopathic intracranial hypertension: a retrospective observational study. BMC Neurol 2024;24:402. [PMID: 39427135 PMCID: PMC11490018 DOI: 10.1186/s12883-024-03881-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 09/25/2024] [Indexed: 10/21/2024]  Open
3
Liu Q, Zhou F, Shen J, Xu J, Wan C, Xu X, Yan Z, Yao J. A fundus vessel segmentation method based on double skip connections combined with deep supervision. Front Cell Dev Biol 2024;12:1477819. [PMID: 39430046 PMCID: PMC11487527 DOI: 10.3389/fcell.2024.1477819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 09/20/2024] [Indexed: 10/22/2024]  Open
4
Liu W, Tian T, Wang L, Xu W, Li L, Li H, Zhao W, Tian S, Pan X, Deng Y, Gao F, Yang H, Wang X, Su R. DIAS: A dataset and benchmark for intracranial artery segmentation in DSA sequences. Med Image Anal 2024;97:103247. [PMID: 38941857 DOI: 10.1016/j.media.2024.103247] [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: 12/20/2023] [Revised: 05/31/2024] [Accepted: 06/17/2024] [Indexed: 06/30/2024]
5
Tillmann A, Turgut F, Munk MR. Optical coherence tomography angiography in neovascular age-related macular degeneration: comprehensive review of advancements and future perspective. Eye (Lond) 2024:10.1038/s41433-024-03295-8. [PMID: 39147864 DOI: 10.1038/s41433-024-03295-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/09/2024] [Accepted: 08/05/2024] [Indexed: 08/17/2024]  Open
6
Xue J, Feng Z, Zeng L, Wang S, Zhou X, Xia J, Deng A. Soul: An OCTA dataset based on Human Machine Collaborative Annotation Framework. Sci Data 2024;11:838. [PMID: 39095383 PMCID: PMC11297209 DOI: 10.1038/s41597-024-03665-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 07/19/2024] [Indexed: 08/04/2024]  Open
7
Ashayeri H, Jafarizadeh A, Yousefi M, Farhadi F, Javadzadeh A. Retinal imaging and Alzheimer's disease: a future powered by Artificial Intelligence. Graefes Arch Clin Exp Ophthalmol 2024;262:2389-2401. [PMID: 38358524 DOI: 10.1007/s00417-024-06394-0] [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: 08/03/2023] [Revised: 01/22/2024] [Accepted: 01/30/2024] [Indexed: 02/16/2024]  Open
8
Jebril H, Esengönül M, Bogunović H. Anomaly Detection in Optical Coherence Tomography Angiography (OCTA) with a Vector-Quantized Variational Auto-Encoder (VQ-VAE). Bioengineering (Basel) 2024;11:682. [PMID: 39061764 PMCID: PMC11273395 DOI: 10.3390/bioengineering11070682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 06/29/2024] [Accepted: 07/02/2024] [Indexed: 07/28/2024]  Open
9
Wang Y, Li H. A Novel Single-Sample Retinal Vessel Segmentation Method Based on Grey Relational Analysis. SENSORS (BASEL, SWITZERLAND) 2024;24:4326. [PMID: 39001106 PMCID: PMC11244310 DOI: 10.3390/s24134326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 06/23/2024] [Accepted: 07/02/2024] [Indexed: 07/16/2024]
10
Hu D, Li H, Liu H, Oguz I. Domain generalization for retinal vessel segmentation via Hessian-based vector field. Med Image Anal 2024;95:103164. [PMID: 38615431 DOI: 10.1016/j.media.2024.103164] [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: 12/21/2022] [Revised: 03/27/2024] [Accepted: 04/02/2024] [Indexed: 04/16/2024]
11
Kreitner L, Paetzold JC, Rauch N, Chen C, Hagag AM, Fayed AE, Sivaprasad S, Rausch S, Weichsel J, Menze BH, Harders M, Knier B, Rueckert D, Menten MJ. Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024;43:2061-2073. [PMID: 38224512 DOI: 10.1109/tmi.2024.3354408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
12
Nan Y, Ser JD, Tang Z, Tang P, Xing X, Fang Y, Herrera F, Pedrycz W, Walsh S, Yang G. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024;35:7391-7404. [PMID: 37204954 DOI: 10.1109/tnnls.2023.3269223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
13
Li M, Huang K, Xu Q, Yang J, Zhang Y, Ji Z, Xie K, Yuan S, Liu Q, Chen Q. OCTA-500: A retinal dataset for optical coherence tomography angiography study. Med Image Anal 2024;93:103092. [PMID: 38325155 DOI: 10.1016/j.media.2024.103092] [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: 12/23/2022] [Revised: 11/10/2023] [Accepted: 01/22/2024] [Indexed: 02/09/2024]
14
Untracht GR, Durkee MS, Zhao M, Kwok-Cheung Lam A, Sikorski BL, Sarunic MV, Andersen PE, Sampson DD, Chen FK, Sampson DM. Towards standardising retinal OCT angiography image analysis with open-source toolbox OCTAVA. Sci Rep 2024;14:5979. [PMID: 38472220 PMCID: PMC10933365 DOI: 10.1038/s41598-024-53501-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 02/01/2024] [Indexed: 03/14/2024]  Open
15
Shao Y, Zhou K, Zhang L. CSSNet: Cascaded spatial shift network for multi-organ segmentation. Comput Biol Med 2024;170:107955. [PMID: 38215618 DOI: 10.1016/j.compbiomed.2024.107955] [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: 10/13/2023] [Revised: 12/26/2023] [Accepted: 01/01/2024] [Indexed: 01/14/2024]
16
Zhang Y, Yu M, Tong C, Zhao Y, Han J. CA-UNet Segmentation Makes a Good Ischemic Stroke Risk Prediction. Interdiscip Sci 2024;16:58-72. [PMID: 37626263 DOI: 10.1007/s12539-023-00583-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 07/13/2023] [Accepted: 07/19/2023] [Indexed: 08/27/2023]
17
Xie J, Yi Q, Wu Y, Zheng Y, Liu Y, Macerollo A, Fu H, Xu Y, Zhang J, Behera A, Fan C, Frangi AF, Liu J, Lu Q, Qi H, Zhao Y. Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer's disease and mild cognitive impairment. Br J Ophthalmol 2024;108:432-439. [PMID: 36596660 PMCID: PMC10894818 DOI: 10.1136/bjo-2022-321399] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 12/17/2022] [Indexed: 01/05/2023]
18
Yang C, Li B, Xiao Q, Bai Y, Li Y, Li Z, Li H, Li H. LA-Net: layer attention network for 3D-to-2D retinal vessel segmentation in OCTA images. Phys Med Biol 2024;69:045019. [PMID: 38237179 DOI: 10.1088/1361-6560/ad2011] [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: 10/18/2023] [Accepted: 01/18/2024] [Indexed: 02/10/2024]
19
Gouzou D, Taimori A, Haloubi T, Finlayson N, Wang Q, Hopgood JR, Vallejo M. Applications of machine learning in time-domain fluorescence lifetime imaging: a review. Methods Appl Fluoresc 2024;12:022001. [PMID: 38055998 PMCID: PMC10851337 DOI: 10.1088/2050-6120/ad12f7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 09/25/2023] [Accepted: 12/06/2023] [Indexed: 12/08/2023]
20
Chen S, Fan J, Ding Y, Geng H, Ai D, Xiao D, Song H, Wang Y, Yang J. PEA-Net: A progressive edge information aggregation network for vessel segmentation. Comput Biol Med 2024;169:107766. [PMID: 38150885 DOI: 10.1016/j.compbiomed.2023.107766] [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: 08/11/2023] [Revised: 10/18/2023] [Accepted: 11/21/2023] [Indexed: 12/29/2023]
21
Ma F, Li S, Wang S, Guo Y, Wu F, Meng J, Dai C. Deep-learning segmentation method for optical coherence tomography angiography in ophthalmology. JOURNAL OF BIOPHOTONICS 2024;17:e202300321. [PMID: 37801660 DOI: 10.1002/jbio.202300321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 09/28/2023] [Accepted: 10/04/2023] [Indexed: 10/08/2023]
22
Ge C, Yu X, Yuan M, Fan Z, Chen J, Shum PP, Liu L. Self-supervised Self2Self denoising strategy for OCT speckle reduction with a single noisy image. BIOMEDICAL OPTICS EXPRESS 2024;15:1233-1252. [PMID: 38404302 PMCID: PMC10890874 DOI: 10.1364/boe.515520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/13/2024] [Accepted: 01/16/2024] [Indexed: 02/27/2024]
23
Li Z, Huang G, Zou B, Chen W, Zhang T, Xu Z, Cai K, Wang T, Sun Y, Wang Y, Jin K, Huang X. Segmentation of Low-Light Optical Coherence Tomography Angiography Images under the Constraints of Vascular Network Topology. SENSORS (BASEL, SWITZERLAND) 2024;24:774. [PMID: 38339491 PMCID: PMC10856982 DOI: 10.3390/s24030774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/27/2023] [Accepted: 01/03/2024] [Indexed: 02/12/2024]
24
Pradeep K, Jeyakumar V, Bhende M, Shakeel A, Mahadevan S. Artificial intelligence and hemodynamic studies in optical coherence tomography angiography for diabetic retinopathy evaluation: A review. Proc Inst Mech Eng H 2024;238:3-21. [PMID: 38044619 DOI: 10.1177/09544119231213443] [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] [Indexed: 12/05/2023]
25
Li M, Huang K, Zeng C, Chen Q, Zhang W. Visualization and quantization of 3D retinal vessels in OCTA images. OPTICS EXPRESS 2024;32:471-481. [PMID: 38175076 DOI: 10.1364/oe.504877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/06/2023] [Indexed: 01/05/2024]
26
Wang T, Dai Q. SURVS: A Swin-Unet and game theory-based unsupervised segmentation method for retinal vessel. Comput Biol Med 2023;166:107542. [PMID: 37826953 DOI: 10.1016/j.compbiomed.2023.107542] [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: 05/10/2023] [Revised: 09/02/2023] [Accepted: 09/28/2023] [Indexed: 10/14/2023]
27
Ibrahim Y, Xie J, Macerollo A, Sardone R, Shen Y, Romano V, Zheng Y. A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images. J Alzheimers Dis Rep 2023;7:1201-1235. [PMID: 38025800 PMCID: PMC10657718 DOI: 10.3233/adr-230042] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 09/22/2023] [Indexed: 12/01/2023]  Open
28
Coronado I, Pachade S, Trucco E, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino-Cole A, Bahrainian M, Channa R, Sheth SA, Giancardo L. Synthetic OCT-A blood vessel maps using fundus images and generative adversarial networks. Sci Rep 2023;13:15325. [PMID: 37714881 PMCID: PMC10504307 DOI: 10.1038/s41598-023-42062-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 09/05/2023] [Indexed: 09/17/2023]  Open
29
Hormel TT, Jia Y. OCT angiography and its retinal biomarkers [Invited]. BIOMEDICAL OPTICS EXPRESS 2023;14:4542-4566. [PMID: 37791289 PMCID: PMC10545210 DOI: 10.1364/boe.495627] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/13/2023] [Accepted: 07/13/2023] [Indexed: 10/05/2023]
30
Jiang M, Chiu B. A Dual-Stream Centerline-Guided Network for Segmentation of the Common and Internal Carotid Arteries From 3D Ultrasound Images. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023;42:2690-2705. [PMID: 37015114 DOI: 10.1109/tmi.2023.3263537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
31
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]
32
Zhang H, Yang J, Zheng C, Zhao S, Zhang A. Annotation-efficient learning for OCT segmentation. BIOMEDICAL OPTICS EXPRESS 2023;14:3294-3307. [PMID: 37497504 PMCID: PMC10368022 DOI: 10.1364/boe.486276] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/29/2023] [Accepted: 05/26/2023] [Indexed: 07/28/2023]
33
Huang KW, Yang YR, Huang ZH, Liu YY, Lee SH. Retinal Vascular Image Segmentation Using Improved UNet Based on Residual Module. Bioengineering (Basel) 2023;10:722. [PMID: 37370653 DOI: 10.3390/bioengineering10060722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/01/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023]  Open
34
Kapsala Z, Pallikaris A, Tsilimbaris MK. Assessment of a Novel Semi-Automated Algorithm for the Quantification of the Parafoveal Capillary Network. Clin Ophthalmol 2023;17:1661-1674. [PMID: 37313218 PMCID: PMC10259575 DOI: 10.2147/opth.s407695] [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: 02/12/2023] [Accepted: 05/01/2023] [Indexed: 06/15/2023]  Open
35
Shi Z, Li Y, Zou H, Zhang X. TCU-Net: Transformer Embedded in Convolutional U-Shaped Network for Retinal Vessel Segmentation. SENSORS (BASEL, SWITZERLAND) 2023;23:4897. [PMID: 37430810 PMCID: PMC10223195 DOI: 10.3390/s23104897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 05/01/2023] [Accepted: 05/09/2023] [Indexed: 07/12/2023]
36
Tan X, Chen X, Meng Q, Shi F, Xiang D, Chen Z, Pan L, Zhu W. OCT2Former: A retinal OCT-angiography vessel segmentation transformer. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;233:107454. [PMID: 36921468 DOI: 10.1016/j.cmpb.2023.107454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/25/2023] [Accepted: 02/27/2023] [Indexed: 06/18/2023]
37
Transformer and convolutional based dual branch network for retinal vessel segmentation in OCTA images. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2023.104604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
38
Jin S, Yu S, Peng J, Wang H, Zhao Y. A novel medical image segmentation approach by using multi-branch segmentation network based on local and global information synchronous learning. Sci Rep 2023;13:6762. [PMID: 37185374 PMCID: PMC10127969 DOI: 10.1038/s41598-023-33357-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/12/2023] [Indexed: 05/17/2023]  Open
39
Arnould L, Meriaudeau F, Guenancia C, Germanese C, Delcourt C, Kawasaki R, Cheung CY, Creuzot-Garcher C, Grzybowski A. Using Artificial Intelligence to Analyse the Retinal Vascular Network: The Future of Cardiovascular Risk Assessment Based on Oculomics? A Narrative Review. Ophthalmol Ther 2023;12:657-674. [PMID: 36562928 PMCID: PMC10011267 DOI: 10.1007/s40123-022-00641-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022]  Open
40
A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation. Med Image Anal 2023;85:102745. [PMID: 36630869 DOI: 10.1016/j.media.2023.102745] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 12/13/2022] [Accepted: 01/05/2023] [Indexed: 01/11/2023]
41
Optical Coherence Tomography Angiography of the Intestine: How to Prevent Motion Artifacts in Open and Laparoscopic Surgery? Life (Basel) 2023;13:life13030705. [PMID: 36983861 PMCID: PMC10055682 DOI: 10.3390/life13030705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/25/2023] [Accepted: 02/28/2023] [Indexed: 03/08/2023]  Open
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Hu D, Pan L, Chen X, Xiao S, Wu Q. A novel vessel segmentation algorithm for pathological en-face images based on matched filter. Phys Med Biol 2023;68. [PMID: 36745931 DOI: 10.1088/1361-6560/acb98a] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/06/2023] [Indexed: 02/08/2023]
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Cao J, Xu Z, Xu M, Ma Y, Zhao Y. A two-stage framework for optical coherence tomography angiography image quality improvement. Front Med (Lausanne) 2023;10:1061357. [PMID: 36756179 PMCID: PMC9899819 DOI: 10.3389/fmed.2023.1061357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/02/2023] [Indexed: 01/24/2023]  Open
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Deep Learning in Optical Coherence Tomography Angiography: Current Progress, Challenges, and Future Directions. Diagnostics (Basel) 2023;13:diagnostics13020326. [PMID: 36673135 PMCID: PMC9857993 DOI: 10.3390/diagnostics13020326] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/11/2023] [Accepted: 01/12/2023] [Indexed: 01/18/2023]  Open
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Lu K, Kwapong WR, Jiang S, Zhang X, Xie J, Ye C, Yan Y, Cao L, Zhao Y, Wu B. Differences in retinal microvasculature between large artery atherosclerosis and small artery disease: an optical coherence tomography angiography study. Front Aging Neurosci 2022;14:1053638. [PMID: 36620764 PMCID: PMC9816383 DOI: 10.3389/fnagi.2022.1053638] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/14/2022] [Indexed: 12/24/2022]  Open
46
Ma Z, Feng D, Wang J, Ma H. Retinal OCTA Image Segmentation Based on Global Contrastive Learning. SENSORS (BASEL, SWITZERLAND) 2022;22:9847. [PMID: 36560216 PMCID: PMC9781437 DOI: 10.3390/s22249847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/11/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
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Pachade S, Coronado I, Abdelkhaleq R, Yan J, Salazar-Marioni S, Jagolino A, Green C, Bahrainian M, Channa R, Sheth SA, Giancardo L. Detection of Stroke with Retinal Microvascular Density and Self-Supervised Learning Using OCT-A and Fundus Imaging. J Clin Med 2022;11:jcm11247408. [PMID: 36556024 PMCID: PMC9788382 DOI: 10.3390/jcm11247408] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/15/2022]  Open
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Deng X, Wang S, Yang Y, Chen A, Lu J, Hao J, Wu Y, Lu Q. Reduced macula microvascular densities may be an early indicator for diabetic peripheral neuropathy. Front Cell Dev Biol 2022;10:1081285. [PMID: 36568975 PMCID: PMC9788121 DOI: 10.3389/fcell.2022.1081285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 11/22/2022] [Indexed: 12/13/2022]  Open
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Xu GX, Ren CX. SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2022.12.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Lyu J, Zhang Y, Huang Y, Lin L, Cheng P, Tang X. AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING 2022;41:3699-3711. [PMID: 35862336 DOI: 10.1109/tmi.2022.3193146] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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