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For: Kolossváry M, Park J, Bang JI, Zhang J, Lee JM, Paeng JC, Merkely B, Narula J, Kubo T, Akasaka T, Koo BK, Maurovich-Horvat P. Identification of invasive and radionuclide imaging markers of coronary plaque vulnerability using radiomic analysis of coronary computed tomography angiography. Eur Heart J Cardiovasc Imaging 2020;20:1250-1258. [PMID: 30838375 PMCID: PMC6806259 DOI: 10.1093/ehjci/jez033] [Citation(s) in RCA: 101] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 02/13/2019] [Indexed: 12/11/2022]  Open
Number Cited by Other Article(s)
1
Guo W, Yi X. Advancements and future prospects in the study of panvascular disease. Clin Hemorheol Microcirc 2025:13860291241302593. [PMID: 39973436 DOI: 10.1177/13860291241302593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
2
Ayx I, Bauer R, Schönberg SO, Hertel A. Cardiac Radiomics Analyses in Times of Photon-counting Computed Tomography for Personalized Risk Stratification in the Present and in the Future. ROFO-FORTSCHR RONTG 2025. [PMID: 39848255 DOI: 10.1055/a-2499-3122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2025]
3
Corti A, Lo Iacono F, Ronchetti F, Mushtaq S, Pontone G, Colombo GI, Corino VDA. Enhancing cardiovascular risk stratification: Radiomics of coronary plaque and perivascular adipose tissue - Current insights and future perspectives. Trends Cardiovasc Med 2025;35:47-59. [PMID: 38960074 DOI: 10.1016/j.tcm.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/25/2024] [Accepted: 06/28/2024] [Indexed: 07/05/2024]
4
Ionita C, Canty JM. Editorial commentary: Coronary plaque characterization and cardiovascular risk using radiomics and artificial intelligence. Trends Cardiovasc Med 2025;35:60-61. [PMID: 39151744 DOI: 10.1016/j.tcm.2024.07.005] [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: 07/30/2024] [Revised: 07/31/2024] [Accepted: 07/31/2024] [Indexed: 08/19/2024]
5
Zheng YL, Cai PY, Li J, Huang DH, Wang WD, Li MM, Du JR, Wang YG, Cai YL, Zhang RC, Wu CC, Lin S, Lin HL. A novel radiomics-based technique for identifying vulnerable coronary plaques: a follow-up study. Coron Artery Dis 2025;36:1-8. [PMID: 38767051 DOI: 10.1097/mca.0000000000001389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
6
Zhu J, Zhu X, Lv S, Guo D, Li H, Zhao Z. Incremental Value of Pericoronary Adipose Tissue Radiomics Models in Identifying Vulnerable Plaques. J Comput Assist Tomogr 2024:00004728-990000000-00402. [PMID: 39724572 DOI: 10.1097/rct.0000000000001704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2024]
7
Chen R, Li X, Jia H, Feng C, Dong S, Liu W, Lin S, Zhu X, Xu Y, Zhu Y. Radiomics Analysis of Pericoronary Adipose Tissue From Baseline Coronary Computed Tomography Angiography Enables Prediction of Coronary Plaque Progression. J Thorac Imaging 2024;39:359-366. [PMID: 38704662 DOI: 10.1097/rti.0000000000000790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2024]
8
Huang Z, Lam S, Lin Z, Zhou L, Pei L, Song A, Wang T, Zhang Y, Qi R, Huang S. Predicting major adverse cardiac events using radiomics nomogram of pericoronary adipose tissue based on CCTA: A multi-center study. Med Phys 2024;51:8348-8361. [PMID: 39042398 DOI: 10.1002/mp.17324] [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: 09/26/2023] [Revised: 06/19/2024] [Accepted: 07/06/2024] [Indexed: 07/24/2024]  Open
9
Klüner LV, Chan K, Antoniades C. Using artificial intelligence to study atherosclerosis from computed tomography imaging: A state-of-the-art review of the current literature. Atherosclerosis 2024;398:117580. [PMID: 38852022 PMCID: PMC11579307 DOI: 10.1016/j.atherosclerosis.2024.117580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 05/03/2024] [Accepted: 05/14/2024] [Indexed: 06/10/2024]
10
Kolossváry M, Lin A, Kwiecinski J, Cadet S, Slomka PJ, Newby DE, Dweck MR, Williams MC, Dey D. Coronary Plaque Radiomic Phenotypes Predict Fatal or Nonfatal Myocardial Infarction: Analysis of the SCOT-HEART Trial. JACC Cardiovasc Imaging 2024:S1936-878X(24)00376-0. [PMID: 39480364 DOI: 10.1016/j.jcmg.2024.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 11/07/2024]
11
Duo Y, Han L, Yang Y, Wang Z, Wang L, Chen J, Xiang Z, Yoon J, Luo G, Tang BZ. Aggregation-Induced Emission Luminogen: Role in Biopsy for Precision Medicine. Chem Rev 2024;124:11242-11347. [PMID: 39380213 PMCID: PMC11503637 DOI: 10.1021/acs.chemrev.4c00244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 09/11/2024] [Accepted: 09/17/2024] [Indexed: 10/10/2024]
12
Lee J, Gharaibeh Y, Zimin VN, Kim JN, Hassani NS, Dallan LAP, Pereira GTR, Makhlouf MHE, Hoori A, Wilson DL. Plaque Characteristics Derived from Intravascular Optical Coherence Tomography That Predict Cardiovascular Death. Bioengineering (Basel) 2024;11:843. [PMID: 39199801 PMCID: PMC11351967 DOI: 10.3390/bioengineering11080843] [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: 07/26/2024] [Revised: 08/14/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024]  Open
13
Hosadurg N, Watts K, Wang S, Wingerter KE, Taylor AM, Villines TC, Patel AR, Bourque JM, Lindner JR, Kramer CM, Sharma G, Rodriguez Lozano PF. Emerging Pathway to a Precision Medicine Approach for Angina With Nonobstructive Coronary Arteries in Women. JACC. ADVANCES 2024;3:101074. [PMID: 39055270 PMCID: PMC11269914 DOI: 10.1016/j.jacadv.2024.101074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 04/24/2024] [Indexed: 07/27/2024]
14
Cheng K, Lin A, Psaltis PJ, Rajwani A, Baumann A, Brett N, Kangaharan N, Otton J, Nicholls SJ, Dey D, Wong DTL. Protocol and rationale of the Australian multicentre registry for serial cardiac computed tomography angiography (ARISTOCRAT): a prospective observational study of the natural history of pericoronary adipose tissue attenuation and radiomics. Cardiovasc Diagn Ther 2024;14:447-458. [PMID: 38975008 PMCID: PMC11223934 DOI: 10.21037/cdt-23-392] [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: 10/11/2023] [Accepted: 05/11/2024] [Indexed: 07/09/2024]
15
Gao Y, Pan Y, Jia C. Influencing factors and improvement methods of coronary artery plaque evaluation in CT. Front Cardiovasc Med 2024;11:1395350. [PMID: 38984352 PMCID: PMC11232181 DOI: 10.3389/fcvm.2024.1395350] [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: 03/03/2024] [Accepted: 05/14/2024] [Indexed: 07/11/2024]  Open
16
Baeßler B, Engelhardt S, Hekalo A, Hennemuth A, Hüllebrand M, Laube A, Scherer C, Tölle M, Wech T. Perfect Match: Radiomics and Artificial Intelligence in Cardiac Imaging. Circ Cardiovasc Imaging 2024;17:e015490. [PMID: 38889216 DOI: 10.1161/circimaging.123.015490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
17
Lee SE, Hong Y, Hong J, Jung J, Sung JM, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Chun EJ, Conte E, Gottlieb I, Hadamitzky M, Kim YJ, Lee BK, Leipsic JA, Maffei E, Marques H, Gonçalves PDA, Pontone G, Shin S, Stone PH, Samady H, Virmani R, Narula J, Shaw LJ, Bax JJ, Lin FY, Min JK, Chang HJ. Prediction of the development of new coronary atherosclerotic plaques with radiomics. J Cardiovasc Comput Tomogr 2024;18:274-280. [PMID: 38378314 DOI: 10.1016/j.jcct.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/01/2024] [Accepted: 02/12/2024] [Indexed: 02/22/2024]
18
Cundari G, Marchitelli L, Pambianchi G, Catapano F, Conia L, Stancanelli G, Catalano C, Galea N. Imaging biomarkers in cardiac CT: moving beyond simple coronary anatomical assessment. LA RADIOLOGIA MEDICA 2024;129:380-400. [PMID: 38319493 PMCID: PMC10942914 DOI: 10.1007/s11547-024-01771-5] [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: 08/01/2023] [Accepted: 01/03/2024] [Indexed: 02/07/2024]
19
Xia J, Bachour K, Suleiman ARM, Roberts JS, Sayed S, Cho GW. Enhancing coronary artery plaque analysis via artificial intelligence-driven cardiovascular computed tomography. Ther Adv Cardiovasc Dis 2024;18:17539447241303399. [PMID: 39625215 PMCID: PMC11615974 DOI: 10.1177/17539447241303399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 11/12/2024] [Indexed: 12/06/2024]  Open
20
Wang Z, Xu L, Sun L, Jiang X, Wang J. The role of computed tomography angiography in assessing the correlation between properties of coronary atherosclerotic plaque and blood lipids. Technol Health Care 2024;32:2265-2275. [PMID: 38393936 DOI: 10.3233/thc-231036] [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: 02/25/2024]
21
Chen Q, Zhou F, Xie G, Tang CX, Gao X, Zhang Y, Yin X, Xu H, Zhang LJ. Advances in Artificial Intelligence-Assisted Coronary Computed Tomographic Angiography for Atherosclerotic Plaque Characterization. Rev Cardiovasc Med 2024;25:27. [PMID: 39077649 PMCID: PMC11262402 DOI: 10.31083/j.rcm2501027] [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: 07/08/2023] [Revised: 09/01/2023] [Accepted: 09/13/2023] [Indexed: 07/31/2024]  Open
22
Feng C, Chen R, Dong S, Deng W, Lin S, Zhu X, Liu W, Xu Y, Li X, Zhu Y. Predicting coronary plaque progression with conventional plaque parameters and radiomics features derived from coronary CT angiography. Eur Radiol 2023;33:8513-8520. [PMID: 37460800 DOI: 10.1007/s00330-023-09809-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 03/16/2023] [Accepted: 03/26/2023] [Indexed: 11/26/2023]
23
Shi J, Sun Y, Hou J, Li X, Fan J, Zhang L, Zhang R, You H, Wang Z, Zhang A, Zhang J, Jin Q, Zhao L, Yang B. Radiomics Signatures of Carotid Plaque on Computed Tomography Angiography : An Approach to Identify Symptomatic Plaques. Clin Neuroradiol 2023;33:931-941. [PMID: 37195452 PMCID: PMC10654187 DOI: 10.1007/s00062-023-01289-9] [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: 11/18/2022] [Accepted: 03/23/2023] [Indexed: 05/18/2023]
24
Chen Q, Xie G, Tang CX, Yang L, Xu P, Gao X, Lu M, Fu Y, Huo Y, Zheng S, Tao X, Xu H, Yin X, Zhang LJ. Development and Validation of CCTA-based Radiomics Signature for Predicting Coronary Plaques With Rapid Progression. Circ Cardiovasc Imaging 2023;16:e015340. [PMID: 37725670 DOI: 10.1161/circimaging.123.015340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/18/2023] [Indexed: 09/21/2023]
25
Degtiarova G, Garefa C, Boehm R, Ciancone D, Sepulcri D, Gebhard C, Giannopoulos AA, Pazhenkottil AP, Kaufmann PA, Buechel RR. Radiomics for the detection of diffusely impaired myocardial perfusion: A proof-of-concept study using 13N-ammonia positron emission tomography. J Nucl Cardiol 2023;30:1474-1483. [PMID: 36600174 PMCID: PMC10371953 DOI: 10.1007/s12350-022-03179-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: 04/18/2022] [Accepted: 11/28/2022] [Indexed: 01/06/2023]
26
Varga-Szemes A, Maurovich-Horvat P, Schoepf UJ, Zsarnoczay E, Pelberg R, Stone GW, Budoff MJ. Computed Tomography Assessment of Coronary Atherosclerosis: From Threshold-Based Evaluation to Histologically Validated Plaque Quantification. J Thorac Imaging 2023;38:226-234. [PMID: 37115957 PMCID: PMC10287054 DOI: 10.1097/rti.0000000000000711] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
27
Kwiecinski J, Kolossváry M, Tzolos E, Meah MN, Adamson PD, Joshi NV, Williams MC, van Beek EJR, Berman DS, Maurovich-Horvat P, Newby DE, Dweck MR, Dey D, Slomka PJ. Latent Coronary Plaque Morphology From Computed Tomography Angiography, Molecular Disease Activity on Positron Emission Tomography, and Clinical Outcomes. Arterioscler Thromb Vasc Biol 2023;43:e279-e290. [PMID: 37165878 PMCID: PMC11006237 DOI: 10.1161/atvbaha.123.319332] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/27/2023] [Indexed: 05/12/2023]
28
Polidori T, De Santis D, Rucci C, Tremamunno G, Piccinni G, Pugliese L, Zerunian M, Guido G, Pucciarelli F, Bracci B, Polici M, Laghi A, Caruso D. Radiomics applications in cardiac imaging: a comprehensive review. LA RADIOLOGIA MEDICA 2023:10.1007/s11547-023-01658-x. [PMID: 37326780 DOI: 10.1007/s11547-023-01658-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 05/26/2023] [Indexed: 06/17/2023]
29
Kumar A, Stillman AE, Chatzizisis YS. Coronary plaque phenotyping with cardiac CTA: Separating the signal from the noise. Atherosclerosis 2023;373:66-68. [PMID: 37147221 DOI: 10.1016/j.atherosclerosis.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 04/05/2023] [Indexed: 05/07/2023]
30
Kim JN, Gomez-Perez L, Zimin VN, Makhlouf MHE, Al-Kindi S, Wilson DL, Lee J. Pericoronary Adipose Tissue Radiomics from Coronary Computed Tomography Angiography Identifies Vulnerable Plaques. Bioengineering (Basel) 2023;10:360. [PMID: 36978751 PMCID: PMC10045206 DOI: 10.3390/bioengineering10030360] [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: 02/07/2023] [Revised: 03/07/2023] [Accepted: 03/12/2023] [Indexed: 03/17/2023]  Open
31
Du G, Cao M, Hou Z, Cai Z, Yu T, Zheng H, Dai Z, Yang Z, Shen J, Lin D. The value of quantitative plaque analysis based on coronary computed tomography angiography in predicting the percutaneous coronary intervention outcome of chronic total occlusion lesions. Quant Imaging Med Surg 2023;13:1563-1576. [PMID: 36915301 PMCID: PMC10006140 DOI: 10.21037/qims-22-428] [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: 04/28/2022] [Accepted: 12/08/2022] [Indexed: 02/12/2023]
32
Baeßler B, Götz M, Antoniades C, Heidenreich JF, Leiner T, Beer M. Artificial intelligence in coronary computed tomography angiography: Demands and solutions from a clinical perspective. Front Cardiovasc Med 2023;10:1120361. [PMID: 36873406 PMCID: PMC9978503 DOI: 10.3389/fcvm.2023.1120361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 01/25/2023] [Indexed: 02/18/2023]  Open
33
Chen Q, Pan T, Wang YN, Schoepf UJ, Bidwell SL, Qiao H, Feng Y, Xu C, Xu H, Xie G, Gao X, Tao XW, Lu M, Xu PP, Zhong J, Wei Y, Yin X, Zhang J, Zhang LJ. A Coronary CT Angiography Radiomics Model to Identify Vulnerable Plaque and Predict Cardiovascular Events. Radiology 2023;307:e221693. [PMID: 36786701 DOI: 10.1148/radiol.221693] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
34
De Cecco CN, van Assen M. Can Radiomics Help in the Identification of Vulnerable Coronary Plaque? Radiology 2023;307:e223342. [PMID: 36786708 DOI: 10.1148/radiol.223342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
35
Ding Y, Zhang C, Wu W, Pu J, Zhao X, Zhang H, Zhao L, Schoenhagen P, Liu S, Ma X. A radiomics model based on aortic computed tomography angiography: the impact on predicting the prognosis of patients with aortic intramural hematoma (IMH). Quant Imaging Med Surg 2023;13:598-609. [PMID: 36819258 PMCID: PMC9929381 DOI: 10.21037/qims-22-480] [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: 05/14/2022] [Accepted: 11/16/2022] [Indexed: 12/13/2022]
36
Ling R, Chen X, Yu Y, Yu L, Yang W, Xu Z, Li Y, Zhang J. Computed Tomography Radiomics Model Predicts Procedure Success of Coronary Chronic Total Occlusions. Circ Cardiovasc Imaging 2023;16:e014826. [PMID: 36802447 DOI: 10.1161/circimaging.122.014826] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
37
Zhang X, Hua Z, Chen R, Jiao Z, Shan J, Li C, Li Z. Identifying vulnerable plaques: A 3D carotid plaque radiomics model based on HRMRI. Front Neurol 2023;14:1050899. [PMID: 36779063 PMCID: PMC9908750 DOI: 10.3389/fneur.2023.1050899] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023]  Open
38
Radiomics in Cardiac Computed Tomography. Diagnostics (Basel) 2023;13:diagnostics13020307. [PMID: 36673115 PMCID: PMC9857691 DOI: 10.3390/diagnostics13020307] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 01/09/2023] [Accepted: 01/12/2023] [Indexed: 01/18/2023]  Open
39
Ramasamy A, Hamid A Khan A, Cooper J, Simon J, Maurovich-Horvat P, Bajaj R, Kitslaar P, Amersey R, Jain A, Deaner A, Reiber JH, Moon JC, Dijkstra J, Serruys PW, Mathur A, Baumbach A, Torii R, Pugliese F, Bourantas CV. Implications of computed tomography reconstruction algorithms on coronary atheroma quantification: Comparison with intravascular ultrasound. J Cardiovasc Comput Tomogr 2023;17:43-51. [PMID: 36270952 DOI: 10.1016/j.jcct.2022.09.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 09/03/2022] [Accepted: 09/17/2022] [Indexed: 10/14/2022]
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Kolossváry M, Bluemke DA, Fishman EK, Gerstenblith G, Celentano D, Mandler RN, Khalsa J, Bhatia S, Chen S, Lai S, Lai H. Temporal assessment of lesion morphology on radiological images beyond lesion volumes-a proof-of-principle study. Eur Radiol 2022;32:8748-8760. [PMID: 35648210 PMCID: PMC9712148 DOI: 10.1007/s00330-022-08894-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/05/2022] [Accepted: 05/16/2022] [Indexed: 11/29/2022]
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Li H, Liu J, Dong Z, Chen X, Zhou C, Huang C, Li Y, Liu Q, Su X, Cheng X, Lu G. Identification of high-risk intracranial plaques with 3D high-resolution magnetic resonance imaging-based radiomics and machine learning. J Neurol 2022;269:6494-6503. [PMID: 35951103 DOI: 10.1007/s00415-022-11315-4] [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: 07/16/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 10/15/2022]
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Theofilis P, Sagris M, Antonopoulos AS, Oikonomou E, Tsioufis K, Tousoulis D. Non-Invasive Modalities in the Assessment of Vulnerable Coronary Atherosclerotic Plaques. Tomography 2022;8:1742-1758. [PMID: 35894012 PMCID: PMC9326642 DOI: 10.3390/tomography8040147] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/04/2022] [Accepted: 07/04/2022] [Indexed: 12/26/2022]  Open
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Zhang L, Xu Z, Jiang B, Zhang Y, Wang L, de Bock GH, Vliegenthart R, Xie X. Machine-learning-based radiomics identifies atrial fibrillation on the epicardial fat in contrast-enhanced and non-enhanced chest CT. Br J Radiol 2022;95:20211274. [PMID: 35357893 PMCID: PMC10996326 DOI: 10.1259/bjr.20211274] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/22/2022] [Accepted: 03/25/2022] [Indexed: 12/28/2022]  Open
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Shang J, Guo Y, Ma Y, Hou Y. Cardiac computed tomography radiomics: a narrative review of current status and future directions. Quant Imaging Med Surg 2022;12:3436-3453. [PMID: 35655815 PMCID: PMC9131324 DOI: 10.21037/qims-21-1022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 03/23/2022] [Indexed: 08/18/2023]
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Jiang XY, Shao ZQ, Chai YT, Liu YN, Li Y. Non-contrast CT-based radiomic signature of pericoronary adipose tissue for screening non-calcified plaque. Phys Med Biol 2022;67. [DOI: 10.1088/1361-6560/ac69a7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/22/2022] [Indexed: 11/11/2022]
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O'Brien H, Williams MC, Rajani R, Niederer S. Radiomics and Machine Learning for Detecting Scar Tissue on CT Delayed Enhancement Imaging. Front Cardiovasc Med 2022;9:847825. [PMID: 35647044 PMCID: PMC9133416 DOI: 10.3389/fcvm.2022.847825] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 02/21/2022] [Indexed: 11/24/2022]  Open
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Hu P, Chen L, Zhong Y, Lin Y, Yu X, Hu X, Tao X, Lin S, Niu T, Chen R, Wu X, Sun J. Effects of slice thickness on CT radiomics features and models for staging liver fibrosis caused by chronic liver disease. Jpn J Radiol 2022;40:1061-1068. [PMID: 35523919 DOI: 10.1007/s11604-022-01284-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 04/12/2022] [Indexed: 11/29/2022]
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Motwani M. Are You a Robot?: Please Select the Images Containing Unstable Plaque. JACC Cardiovasc Imaging 2022;15:872-874. [PMID: 35512958 DOI: 10.1016/j.jcmg.2021.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 12/16/2021] [Indexed: 10/19/2022]
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Lee S, Han K, Suh YJ. Quality assessment of radiomics research in cardiac CT: a systematic review. Eur Radiol 2022;32:3458-3468. [PMID: 34981135 DOI: 10.1007/s00330-021-08429-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 09/13/2021] [Accepted: 10/22/2021] [Indexed: 01/01/2023]
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Lin A, Kolossváry M, Cadet S, McElhinney P, Goeller M, Han D, Yuvaraj J, Nerlekar N, Slomka PJ, Marwan M, Nicholls SJ, Achenbach S, Maurovich-Horvat P, Wong DTL, Dey D. Radiomics-Based Precision Phenotyping Identifies Unstable Coronary Plaques From Computed Tomography Angiography. JACC Cardiovasc Imaging 2022;15:859-871. [PMID: 35512957 PMCID: PMC9072980 DOI: 10.1016/j.jcmg.2021.11.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 11/11/2021] [Accepted: 11/16/2021] [Indexed: 12/14/2022]
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