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For: Athanasiou LS, Bourantas CV, Rigas G, Sakellarios AI, Exarchos TP, Siogkas PK, Ricciardi A, Naka KK, Papafaklis MI, Michalis LK, Prati F, Fotiadis DI. Methodology for fully automated segmentation and plaque characterization in intracoronary optical coherence tomography images. J Biomed Opt 2014;19:026009. [PMID: 24525828 DOI: 10.1117/1.jbo.19.2.026009] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2013] [Accepted: 01/17/2014] [Indexed: 05/23/2023]
Number Cited by Other Article(s)
1
Chu M, De Maria GL, Dai R, Benenati S, Yu W, Zhong J, Kotronias R, Walsh J, Andreaggi S, Zuccarelli V, Chai J, Channon K, Banning A, Tu S. DCCAT: Dual-Coordinate Cross-Attention Transformer for thrombus segmentation on coronary OCT. Med Image Anal 2024;97:103265. [PMID: 39029158 DOI: 10.1016/j.media.2024.103265] [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: 01/04/2024] [Revised: 06/02/2024] [Accepted: 07/01/2024] [Indexed: 07/21/2024]
2
Wu W, Roby M, Banga A, Oguz UM, Gadamidi VK, Hasini Vasa C, Zhao S, Dasari VS, Thota AK, Tanweer S, Lee C, Kassab GS, Chatzizisis YS. Rapid automated lumen segmentation of coronary optical coherence tomography images followed by 3D reconstruction of coronary arteries. J Med Imaging (Bellingham) 2024;11:014004. [PMID: 38173655 PMCID: PMC10760146 DOI: 10.1117/1.jmi.11.1.014004] [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: 06/19/2023] [Revised: 11/08/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024]  Open
3
Bayhaqi YA, Hamidi A, Navarini AA, Cattin PC, Canbaz F, Zam A. Real-time closed-loop tissue-specific laser osteotomy using deep-learning-assisted optical coherence tomography. BIOMEDICAL OPTICS EXPRESS 2023;14:2986-3002. [PMID: 37342720 PMCID: PMC10278623 DOI: 10.1364/boe.486660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 05/15/2023] [Accepted: 05/18/2023] [Indexed: 06/23/2023]
4
Wang Z, Zheng J, Jiang P, Gao D. Sk-Conv and SPP-based UNet for lesion segmentation of coronary optical coherence tomography. Technol Health Care 2023;31:347-355. [PMID: 37066935 DOI: 10.3233/thc-236030] [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] [Indexed: 04/18/2023]
5
Shi P, Xin J, Zheng N. A-line-based thin-cap fibroatheroma detection with multi-view IVOCT images using multi-task learning and contrastive learning. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2022;39:2298-2306. [PMID: 36520750 DOI: 10.1364/josaa.464303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/21/2022] [Indexed: 06/17/2023]
6
van den Hoogen IJ, Schultz J, Kuneman JH, de Graaf MA, Kamperidis V, Broersen A, Jukema JW, Sakellarios A, Nikopoulos S, Kyriakidis S, Naka KK, Michalis L, Fotiadis DI, Maaniitty T, Saraste A, Bax JJ, Knuuti J. Detailed behaviour of endothelial wall shear stress across coronary lesions from non-invasive imaging with coronary computed tomography angiography. Eur Heart J Cardiovasc Imaging 2022;23:1708-1716. [PMID: 35616068 PMCID: PMC10017098 DOI: 10.1093/ehjci/jeac095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/15/2022] [Accepted: 05/05/2022] [Indexed: 11/13/2022]  Open
7
Huang M, Maehara A, Tang D, Zhu J, Wang L, Lv R, Zhu Y, Zhang X, Matsumura M, Chen L, Ma G, Mintz GS. Human Coronary Plaque Optical Coherence Tomography Image Repairing, Multilayer Segmentation and Impact on Plaque Stress/Strain Calculations. J Funct Biomater 2022;13:jfb13040213. [PMID: 36412854 PMCID: PMC9680523 DOI: 10.3390/jfb13040213] [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: 09/25/2022] [Revised: 10/25/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]  Open
8
In Vivo Intravascular Optical Coherence Tomography (IVOCT) Structural and Blood Flow Imaging Based Mechanical Simulation Analysis of a Blood Vessel. Cardiovasc Eng Technol 2022;13:685-698. [PMID: 35112317 DOI: 10.1007/s13239-022-00608-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 01/04/2022] [Indexed: 01/27/2023]
9
Li X, Liu X, Deng X, Fan Y. Interplay between Artificial Intelligence and Biomechanics Modeling in the Cardiovascular Disease Prediction. Biomedicines 2022;10:2157. [PMID: 36140258 PMCID: PMC9495955 DOI: 10.3390/biomedicines10092157] [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: 07/13/2022] [Revised: 08/26/2022] [Accepted: 08/28/2022] [Indexed: 11/16/2022]  Open
10
Analysis methods of coronary artery intravascular images: A review. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2021.10.124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
11
Carpenter HJ, Ghayesh MH, Zander AC, Li J, Di Giovanni G, Psaltis PJ. Automated Coronary Optical Coherence Tomography Feature Extraction with Application to Three-Dimensional Reconstruction. Tomography 2022;8:1307-1349. [PMID: 35645394 PMCID: PMC9149962 DOI: 10.3390/tomography8030108] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/03/2022] [Accepted: 05/10/2022] [Indexed: 11/16/2022]  Open
12
Zhang R, Fan Y, Qi W, Wang A, Tang X, Gao T. Current research and future prospects of IVOCT imaging-based detection of the vascular lumen and vulnerable plaque. JOURNAL OF BIOPHOTONICS 2022;15:e202100376. [PMID: 35139263 DOI: 10.1002/jbio.202100376] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 01/17/2022] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
13
He Y, Northrup H, Le H, Cheung AK, Berceli SA, Shiu YT. Medical Image-Based Computational Fluid Dynamics and Fluid-Structure Interaction Analysis in Vascular Diseases. Front Bioeng Biotechnol 2022;10:855791. [PMID: 35573253 PMCID: PMC9091352 DOI: 10.3389/fbioe.2022.855791] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 04/08/2022] [Indexed: 01/17/2023]  Open
14
Li C, Jia H, Tian J, He C, Lu F, Li K, Gong Y, Hu S, Yu B, Wang Z. Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network. IEEE TRANSACTIONS ON MEDICAL IMAGING 2022;41:857-868. [PMID: 34735339 DOI: 10.1109/tmi.2021.3125061] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
15
Olender ML, Niu Y, Marlevi D, Edelman ER, Nezami FR. Impact and Implications of Mixed Plaque Class in Automated Characterization of Complex Atherosclerotic Lesions. Comput Med Imaging Graph 2022;97:102051. [DOI: 10.1016/j.compmedimag.2022.102051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 12/19/2021] [Accepted: 02/17/2022] [Indexed: 01/16/2023]
16
Bajaj R, Eggermont J, Grainger SJ, Räber L, Parasa R, Khan AHA, Costa C, Erdogan E, Hendricks MJ, Chandrasekharan KH, Andiapen M, Serruys PW, Torii R, Mathur A, Baumbach A, Dijkstra J, Bourantas CV. Machine learning for atherosclerotic tissue component classification in combined near-infrared spectroscopy intravascular ultrasound imaging: Validation against histology. Atherosclerosis 2022;345:15-25. [DOI: 10.1016/j.atherosclerosis.2022.01.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 01/09/2022] [Accepted: 01/27/2022] [Indexed: 11/28/2022]
17
Bouma B, de Boer J, Huang D, Jang I, Yonetsu T, Leggett C, Leitgeb R, Sampson D, Suter M, Vakoc B, Villiger M, Wojtkowski M. Optical coherence tomography. NATURE REVIEWS. METHODS PRIMERS 2022;2:79. [PMID: 36751306 PMCID: PMC9901537 DOI: 10.1038/s43586-022-00162-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
18
Recent Trends in Artificial Intelligence-Assisted Coronary Atherosclerotic Plaque Characterization. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021;18:ijerph181910003. [PMID: 34639303 PMCID: PMC8508413 DOI: 10.3390/ijerph181910003] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 09/12/2021] [Accepted: 09/17/2021] [Indexed: 01/21/2023]
19
Automatic Classification of A-Lines in Intravascular OCT Images Using Deep Learning and Estimation of Attenuation Coefficients. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11167412] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
20
Yin Y, He C, Xu B, Li Z. Coronary Plaque Characterization From Optical Coherence Tomography Imaging With a Two-Pathway Cascade Convolutional Neural Network Architecture. Front Cardiovasc Med 2021;8:670502. [PMID: 34222368 PMCID: PMC8241907 DOI: 10.3389/fcvm.2021.670502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 05/10/2021] [Indexed: 11/14/2022]  Open
21
Abdolmanafi A, Duong L, Ibrahim R, Dahdah N. A deep learning-based model for characterization of atherosclerotic plaque in coronary arteries using optical coherence tomography  images. Med Phys 2021;48:3511-3524. [PMID: 33914917 DOI: 10.1002/mp.14909] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 03/31/2021] [Accepted: 04/12/2021] [Indexed: 12/17/2022]  Open
22
Munger E, Hickey JW, Dey AK, Jafri MS, Kinser JM, Mehta NN. Application of machine learning in understanding atherosclerosis: Emerging insights. APL Bioeng 2021;5:011505. [PMID: 33644628 PMCID: PMC7889295 DOI: 10.1063/5.0028986] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 01/21/2021] [Indexed: 01/18/2023]  Open
23
He C, Wang J, Yin Y, Li Z. Automated classification of coronary plaque calcification in OCT pullbacks with 3D deep neural networks. JOURNAL OF BIOMEDICAL OPTICS 2020;25:JBO-200088R. [PMID: 32914606 PMCID: PMC7481437 DOI: 10.1117/1.jbo.25.9.095003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 08/24/2020] [Indexed: 05/07/2023]
24
Baruah V, Zahedivash A, Hoyt T, McElroy A, Vela D, Buja LM, Cabe A, Oglesby M, Estrada A, Antonik P, Milner TE, Feldman MD. Automated Coronary Plaque Characterization With Intravascular Optical Coherence Tomography and Smart-Algorithm Approach: Virtual Histology OCT. JACC Cardiovasc Imaging 2020;13:1848-1850. [PMID: 32305483 DOI: 10.1016/j.jcmg.2020.02.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 02/24/2020] [Accepted: 02/28/2020] [Indexed: 11/22/2022]
25
Wang L, Tang D, Maehara A, Wu Z, Yang C, Muccigrosso D, Matsumura M, Zheng J, Bach R, Billiar KL, Stone GW, Mintz GS. Using intravascular ultrasound image-based fluid-structure interaction models and machine learning methods to predict human coronary plaque vulnerability change. Comput Methods Biomech Biomed Engin 2020;23:1267-1276. [PMID: 32696674 DOI: 10.1080/10255842.2020.1795838] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
26
He C, Li Z, Wang J, Huang Y, Yin Y, Li Z. Atherosclerotic Plaque Tissue Characterization: An OCT-Based Machine Learning Algorithm With ex vivo Validation. Front Bioeng Biotechnol 2020;8:749. [PMID: 32714918 PMCID: PMC7343706 DOI: 10.3389/fbioe.2020.00749] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 06/11/2020] [Indexed: 11/13/2022]  Open
27
Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features. Sci Rep 2020;10:2596. [PMID: 32054895 PMCID: PMC7018759 DOI: 10.1038/s41598-020-59315-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 01/17/2020] [Indexed: 11/28/2022]  Open
28
Abdolmanafi A, Cheriet F, Duong L, Ibrahim R, Dahdah N. An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging. JOURNAL OF BIOPHOTONICS 2020;13:e201900112. [PMID: 31423740 DOI: 10.1002/jbio.201900112] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 07/30/2019] [Accepted: 08/13/2019] [Indexed: 05/23/2023]
29
Yang S, Yoon HJ, Yazdi SJM, Lee JH. A novel automated lumen segmentation and classification algorithm for detection of irregular protrusion after stents deployment. Int J Med Robot 2019;16:e2033. [PMID: 31469940 DOI: 10.1002/rcs.2033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 08/12/2019] [Accepted: 08/24/2019] [Indexed: 12/11/2022]
30
Yan Q, Xu M, Wong DWK, Taruya A, Tanaka A, Liu J, Wong P, Cheng J. Automatic fibroatheroma identification in intravascular optical coherence tomography volumes. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING 2019. [DOI: 10.1007/s12652-019-01549-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 10/14/2019] [Indexed: 08/30/2023]
31
Gharaibeh Y, Prabhu D, Kolluru C, Lee J, Zimin V, Bezerra H, Wilson D. Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring. J Med Imaging (Bellingham) 2019;6:045002. [PMID: 31903407 PMCID: PMC6934132 DOI: 10.1117/1.jmi.6.4.045002] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 12/05/2019] [Indexed: 01/18/2023]  Open
32
Prabhu D, Bezerra HG, Kolluru C, Gharaibeh Y, Mehanna E, Wu H, Wilson DL. Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets. JOURNAL OF BIOMEDICAL OPTICS 2019;24:1-15. [PMID: 31586357 PMCID: PMC6784787 DOI: 10.1117/1.jbo.24.10.106002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 08/20/2019] [Indexed: 05/31/2023]
33
Yang J, Zhang B, Wang H, Lin F, Han Y, Liu X. Automated characterization and classification of coronary atherosclerotic plaques for intravascular optical coherence tomography. Biocybern Biomed Eng 2019. [DOI: 10.1016/j.bbe.2019.06.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
34
Olender ML, Athanasiou LS, de la Torre Hernández JM, Ben-Assa E, Nezami FR, Edelman ER. A Mechanical Approach for Smooth Surface Fitting to Delineate Vessel Walls in Optical Coherence Tomography Images. IEEE TRANSACTIONS ON MEDICAL IMAGING 2019;38:1384-1397. [PMID: 30507499 PMCID: PMC6541545 DOI: 10.1109/tmi.2018.2884142] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
35
Zhang H, Wang G, Li Y, Lin F, Han Y, Wang H. Automatic Plaque Segmentation in Coronary Optical Coherence Tomography Images. INT J PATTERN RECOGN 2019. [DOI: 10.1142/s0218001419540351] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
36
Athanasiou L, Nezami FR, Galon MZ, Lopes AC, Lemos PA, de la Torre Hernandez JM, Ben-Assa E, Edelman ER. Optimized Computer-Aided Segmentation and Three-Dimensional Reconstruction Using Intracoronary Optical Coherence Tomography. IEEE J Biomed Health Inform 2019;22:1168-1176. [PMID: 29969405 DOI: 10.1109/jbhi.2017.2762520] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
37
Kolluru C, Prabhu D, Gharaibeh Y, Bezerra H, Guagliumi G, Wilson D. Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images. J Med Imaging (Bellingham) 2018;5:044504. [PMID: 30525060 PMCID: PMC6275844 DOI: 10.1117/1.jmi.5.4.044504] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/24/2018] [Indexed: 11/14/2022]  Open
38
Improving Plaque Classification With Optical Coherence Tomography. JACC Cardiovasc Imaging 2018;11:1677-1678. [DOI: 10.1016/j.jcmg.2017.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 11/13/2017] [Accepted: 11/14/2017] [Indexed: 11/21/2022]
39
Athanasiou L, Nezami FR, Edelman ER. Position Paper Computational Cardiology. IEEE J Biomed Health Inform 2018;23:4-11. [PMID: 30346296 DOI: 10.1109/jbhi.2018.2877044] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
40
Boi A, Jamthikar AD, Saba L, Gupta D, Sharma A, Loi B, Laird JR, Khanna NN, Suri JS. A Survey on Coronary Atherosclerotic Plaque Tissue Characterization in Intravascular Optical Coherence Tomography. Curr Atheroscler Rep 2018;20:33. [PMID: 29781047 DOI: 10.1007/s11883-018-0736-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
41
Lee JA, Wong DWK, Taruya A, Tanaka A, Foin N, Wong P. Fibroatheroma identification in Intravascular Optical Coherence Tomography images using deep features. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017;2017:1501-1504. [PMID: 29060164 DOI: 10.1109/embc.2017.8037120] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Amrute JM, Athanasiou L, Rikhtegar F, de la Torre Hernández JM, Camarero TG, Edelman ER. Automated Segmentation of Bioresorbable Vascular Scaffold Struts in Intracoronary Optical Coherence Tomography Images. INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING : [PROCEEDINGS]. INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING 2017;2017:297-302. [PMID: 30147989 PMCID: PMC6104816 DOI: 10.1109/bibe.2017.00-38] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
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Zahnd G, Hoogendoorn A, Combaret N, Karanasos A, Péry E, Sarry L, Motreff P, Niessen W, Regar E, van Soest G, Gijsen F, van Walsum T. Contour segmentation of the intima, media, and adventitia layers in intracoronary OCT images: application to fully automatic detection of healthy wall regions. Int J Comput Assist Radiol Surg 2017;12:1923-1936. [PMID: 28801817 PMCID: PMC5656722 DOI: 10.1007/s11548-017-1657-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 08/03/2017] [Indexed: 11/29/2022]
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Zhou P, Zhu T, He C, Li Z. Automatic classification of atherosclerotic tissue in intravascular optical coherence tomography images. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2017;34:1152-1159. [PMID: 29036125 DOI: 10.1364/josaa.34.001152] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 05/26/2017] [Indexed: 06/07/2023]
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Andrikos IO, Sakellarios AI, Siogkas PK, Rigas G, Exarchos TP, Athanasiou LS, Karanasos A, Toutouzas K, Tousoulis D, Michalis LK, Fotiadis DI. A novel hybrid approach for reconstruction of coronary bifurcations using angiography and OCT. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017;2017:588-591. [PMID: 29059941 DOI: 10.1109/embc.2017.8036893] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
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Shalev R, Gargesha M, Prabhu D, Tanaka K, Rollins AM, Lamouche G, Bisaillon CE, Bezerra HG, Ray S, Wilson DL. Processing to determine optical parameters of atherosclerotic disease from phantom and clinical intravascular optical coherence tomography three-dimensional pullbacks. J Med Imaging (Bellingham) 2016;3:024501. [PMID: 27213167 DOI: 10.1117/1.jmi.3.2.024501] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 04/11/2016] [Indexed: 11/14/2022]  Open
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Shalev R, Bezerra HG, Ray S, Prabhu D, Wilson DL. Classification of calcium in intravascular OCT images for the purpose of intervention planning. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2016;9786:978605. [PMID: 29606786 PMCID: PMC5873316 DOI: 10.1117/12.2216315] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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Athanasiou LS, Rigas G, Sakellarios A, Bourantas CV, Stefanou K, Fotiou E, Exarchos TP, Siogkas P, Naka KK, Parodi O, Vozzi F, Teng Z, Young VEL, Gillard JH, Prati F, Michalis LK, Fotiadis DI. Error propagation in the characterization of atheromatic plaque types based on imaging. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2015;121:161-74. [PMID: 26165637 DOI: 10.1016/j.cmpb.2015.06.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 04/30/2015] [Accepted: 06/05/2015] [Indexed: 05/11/2023]
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Translating Intravascular Optical Coherence Tomography from a Research to a Clinical Tool. CURRENT CARDIOVASCULAR IMAGING REPORTS 2015. [DOI: 10.1007/s12410-015-9347-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Athanasiou L, Sakellarios AI, Bourantas CV, Tsirka G, Siogkas P, Exarchos TP, Naka KK, Michalis LK, Fotiadis DI. Currently available methodologies for the processing of intravascular ultrasound and optical coherence tomography images. Expert Rev Cardiovasc Ther 2015;12:885-900. [PMID: 24949801 DOI: 10.1586/14779072.2014.922413] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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