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For: Shahzad R, Bos D, Budde RPJ, Pellikaan K, Niessen WJ, van der Lugt A, van Walsum T. Automatic segmentation and quantification of the cardiac structures from non-contrast-enhanced cardiac CT scans. Phys Med Biol 2017;62:3798-3813. [PMID: 28248196 DOI: 10.1088/1361-6560/aa63cb] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Number Cited by Other Article(s)
1
Meder B, Asselbergs FW, Ashley E. Artificial intelligence to improve cardiovascular population health. Eur Heart J 2025;46:1907-1916. [PMID: 40106837 PMCID: PMC12093147 DOI: 10.1093/eurheartj/ehaf125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 12/23/2024] [Accepted: 02/17/2025] [Indexed: 03/22/2025]  Open
2
Szugye NA, Mahalingam N, Somasundaram E, Villa C, Segala J, Segala M, Zafar F, Morales DLS, Moore RA. Deep Learning for Automated Measurement of Total Cardiac Volume for Heart Transplantation Size Matching. Pediatr Cardiol 2025;46:590-598. [PMID: 38570368 PMCID: PMC11842492 DOI: 10.1007/s00246-024-03470-4] [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: 12/21/2023] [Accepted: 03/07/2024] [Indexed: 04/05/2024]
3
Schmitt R, Schlett CL, Sperl JI, Rapaka S, Jacob AJ, Hein M, Hagar MT, Ruile P, Westermann D, Soschynski M, Bamberg F, Schuppert C. Fully Automated Assessment of Cardiac Chamber Volumes and Myocardial Mass on Non-Contrast Chest CT with a Deep Learning Model: Validation Against Cardiac MR. Diagnostics (Basel) 2024;14:2884. [PMID: 39767245 PMCID: PMC11675647 DOI: 10.3390/diagnostics14242884] [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: 11/22/2024] [Revised: 12/16/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025]  Open
4
Barcellini A, Rordorf R, Dusi V, Fontana G, Pepe A, Vai A, Schirinzi S, Vitolo V, Orlandi E, Greco A. Pilot study to assess the early cardiac safety of carbon ion radiotherapy for intra- and para-cardiac tumours. Strahlenther Onkol 2024;200:1080-1087. [PMID: 39212688 DOI: 10.1007/s00066-024-02270-2] [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: 02/13/2024] [Accepted: 07/03/2024] [Indexed: 09/04/2024]
5
Han D, Shanbhag A, Miller RJH, Kwok N, Waechter P, Builoff V, Newby DE, Dey D, Berman DS, Slomka P. AI-Derived Left Ventricular Mass From Noncontrast Cardiac CT: Correlation With Contrast CT Angiography and CMR. JACC. ADVANCES 2024;3:101249. [PMID: 39309658 PMCID: PMC11416662 DOI: 10.1016/j.jacadv.2024.101249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 08/04/2024] [Accepted: 08/13/2024] [Indexed: 09/25/2024]
6
Schulz A, Otton J, Hussain T, Miah T, Schuster A. Clinical Advances in Cardiovascular Computed Tomography: From Present Applications to Promising Developments. Curr Cardiol Rep 2024;26:1063-1076. [PMID: 39162955 PMCID: PMC11461626 DOI: 10.1007/s11886-024-02110-w] [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] [Accepted: 07/26/2024] [Indexed: 08/21/2024]
7
Bhattaru A, Rojulpote C, Vidula M, Duda J, Maclean MT, Swago S, Thompson E, Gee J, Pieretti J, Drachman B, Cohen A, Dorbala S, Bravo PE, Witschey WR. Deep learning approach for automated segmentation of myocardium using bone scintigraphy single-photon emission computed tomography/computed tomography in patients with suspected cardiac amyloidosis. J Nucl Cardiol 2024;33:101809. [PMID: 38307160 DOI: 10.1016/j.nuclcard.2024.101809] [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: 01/01/2023] [Revised: 08/02/2023] [Accepted: 08/02/2023] [Indexed: 02/04/2024]
8
Han D, Shanbhag A, Miller RJH, Kwok N, Waechter P, Builoff V, Newby DE, Dey D, Berman DS, Slomka P. Artificial intelligence-based automated left ventricular mass quantification from non-contrast cardiac CT scans: correlation with contrast CT and cardiac MRI. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.12.24301169. [PMID: 38260634 PMCID: PMC10802664 DOI: 10.1101/2024.01.12.24301169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
9
Szugye NA, Mahalingam N, Somasundaram E, Villa C, Segala J, Segala M, Zafar F, Morales DLS, Moore RA. Deep Learning for Automated Measurement of Total Cardiac Volume for Heart Transplantation Size Matching. RESEARCH SQUARE 2023:rs.3.rs-3788726. [PMID: 38234758 PMCID: PMC10793494 DOI: 10.21203/rs.3.rs-3788726/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
10
Aquino GJ, Chamberlin J, Mercer M, Kocher M, Kabakus I, Akkaya S, Fiegel M, Brady S, Leaphart N, Dippre A, Giovagnoli V, Yacoub B, Jacob A, Gulsun MA, Sahbaee P, Sharma P, Waltz J, Schoepf UJ, Baruah D, Emrich T, Zimmerman S, Field ME, Agha AM, Burt JR. Deep learning model to quantify left atrium volume on routine non-contrast chest CT and predict adverse outcomes. J Cardiovasc Comput Tomogr 2021;16:245-253. [PMID: 34969636 DOI: 10.1016/j.jcct.2021.12.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 11/16/2021] [Accepted: 12/13/2021] [Indexed: 11/28/2022]
11
Hodges PW, Bailey JF, Fortin M, Battié MC. Paraspinal muscle imaging measurements for common spinal disorders: review and consensus-based recommendations from the ISSLS degenerative spinal phenotypes group. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2021;30:3428-3441. [PMID: 34542672 DOI: 10.1007/s00586-021-06990-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/12/2021] [Accepted: 09/05/2021] [Indexed: 12/17/2022]
12
Lartaud PJ, Dupont C, Hallé D, Schleef A, Dessouky R, Vlachomitrou AS, Rouet JM, Nempont O, Boussel L. A conventional-to-spectral CT image translation augmentation workflow for robust contrast injection-independent organ segmentation. Med Phys 2021;49:1108-1122. [PMID: 34689353 DOI: 10.1002/mp.15310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 10/07/2021] [Accepted: 10/11/2021] [Indexed: 11/07/2022]  Open
13
Lartaud PJ, Hallé D, Schleef A, Dessouky R, Vlachomitrou AS, Douek P, Rouet JM, Nempont O, Boussel L. Spectral augmentation for heart chambers segmentation on conventional contrasted and unenhanced CT scans: an in-depth study. Int J Comput Assist Radiol Surg 2021;16:1699-1709. [PMID: 34363582 DOI: 10.1007/s11548-021-02468-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 07/23/2021] [Indexed: 01/26/2023]
14
Loap P, Tkatchenko N, Goudjil F, Ribeiro M, Baron B, Fourquet A, Kirova Y. Cardiac substructure exposure in breast radiotherapy: a comparison between intensity modulated proton therapy and volumetric modulated arc therapy. Acta Oncol 2021;60:1038-1044. [PMID: 33788665 DOI: 10.1080/0284186x.2021.1907860] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
15
Farrugia M, Yu H, Singh AK, Malhotra H. Autosegmentation of cardiac substructures in respiratory-gated, non-contrasted computed tomography images. World J Clin Oncol 2021;12:95-102. [PMID: 33680876 PMCID: PMC7918522 DOI: 10.5306/wjco.v12.i2.95] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 12/07/2020] [Accepted: 12/22/2020] [Indexed: 02/06/2023]  Open
16
Loap P, Tkatchenko N, Kirova Y. Evaluation of a delineation software for cardiac atlas-based autosegmentation: An example of the use of artificial intelligence in modern radiotherapy. Cancer Radiother 2020;24:826-833. [PMID: 33144062 DOI: 10.1016/j.canrad.2020.04.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 04/15/2020] [Accepted: 04/23/2020] [Indexed: 12/13/2022]
17
Bruns S, Wolterink JM, Takx RAP, Hamersvelt RW, Suchá D, Viergever MA, Leiner T, Išgum I. Deep learning from dual‐energy information for whole‐heart segmentation in dual‐energy and single‐energy non‐contrast‐enhanced cardiac CT. Med Phys 2020;47:5048-5060. [DOI: 10.1002/mp.14451] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 07/27/2020] [Accepted: 08/03/2020] [Indexed: 11/11/2022]  Open
18
van den Oever LB, Vonder M, van Assen M, van Ooijen PMA, de Bock GH, Xie XQ, Vliegenthart R. Application of artificial intelligence in cardiac CT: From basics to clinical practice. Eur J Radiol 2020;128:108969. [PMID: 32361380 DOI: 10.1016/j.ejrad.2020.108969] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 01/30/2020] [Accepted: 03/11/2020] [Indexed: 12/18/2022]
19
Bui V, Shanbhag SM, Levine O, Jacobs M, Bandettini WP, Chang LC, Chen MY, Hsu LY. Simultaneous Multi-Structure Segmentation of the Heart and Peripheral Tissues in Contrast Enhanced Cardiac Computed Tomography Angiography. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2020;8:16187-16202. [PMID: 33747668 PMCID: PMC7971052 DOI: 10.1109/access.2020.2966985] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
20
Finnegan R, Dowling J, Koh ES, Tang S, Otton J, Delaney G, Batumalai V, Luo C, Atluri P, Satchithanandha A, Thwaites D, Holloway L. Feasibility of multi-atlas cardiac segmentation from thoracic planning CT in a probabilistic framework. Phys Med Biol 2019;64:085006. [PMID: 30856618 DOI: 10.1088/1361-6560/ab0ea6] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
21
Dahiya N, Yezzi A, Piccinelli M, Garcia E. Integrated 3D Anatomical Model for Automatic Myocardial Segmentation in Cardiac CT Imagery. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION 2019;7:690-706. [PMID: 31890358 DOI: 10.1080/21681163.2019.1583607] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
22
Quantitative morphometric analysis of adult teleost fish by X-ray computed tomography. Sci Rep 2018;8:16531. [PMID: 30410001 PMCID: PMC6224569 DOI: 10.1038/s41598-018-34848-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 10/22/2018] [Indexed: 12/11/2022]  Open
23
Morais P, Vilaça JL, Queirós S, Marchi A, Bourier F, Deisenhofer I, D'hooge J, Tavares JMRS. Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2018;161:73-84. [PMID: 29852969 DOI: 10.1016/j.cmpb.2018.04.014] [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: 02/21/2018] [Revised: 03/29/2018] [Accepted: 04/17/2018] [Indexed: 06/08/2023]
24
Bos D, Leening MJG. Leveraging the coronary calcium scan beyond the coronary calcium score. Eur Radiol 2018;28:3082-3087. [PMID: 29383526 PMCID: PMC5986828 DOI: 10.1007/s00330-017-5264-3] [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: 09/27/2017] [Revised: 11/28/2017] [Accepted: 12/20/2017] [Indexed: 12/21/2022]
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