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For: Shanbhag AD, Miller RJH, Pieszko K, Lemley M, Kavanagh P, Feher A, Miller EJ, Sinusas AJ, Kaufmann PA, Han D, Huang C, Liang JX, Berman DS, Dey D, Slomka PJ. Deep Learning-Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT. J Nucl Med 2023;64:472-478. [PMID: 36137759 PMCID: PMC10071806 DOI: 10.2967/jnumed.122.264429] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/16/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022]  Open
Number Cited by Other Article(s)
1
Feher A, Al-Mallah MH. Is it solid enough? Diagnostic performance of solid-state detector technology without attenuation CT against invasive angiography. J Nucl Cardiol 2025:102163. [PMID: 39922531 DOI: 10.1016/j.nuclcard.2025.102163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2025]
2
Yang P, Zhang Z, Wei J, Jiang L, Yu L, Cai H, Li L, Guo Q, Zhao Z. Deep learning-based CT-free attenuation correction for cardiac SPECT: a new approach. BMC Med Imaging 2025;25:38. [PMID: 39905320 PMCID: PMC11796265 DOI: 10.1186/s12880-025-01570-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: 07/26/2024] [Accepted: 01/22/2025] [Indexed: 02/06/2025]  Open
3
Huxohl T, Patel G, Burchert W. On the Effect of the Patient Table on Attenuation in Myocardial Perfusion Imaging SPECT. EJNMMI Phys 2025;12:3. [PMID: 39832088 PMCID: PMC11746982 DOI: 10.1186/s40658-024-00713-4] [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: 07/19/2024] [Accepted: 12/17/2024] [Indexed: 01/22/2025]  Open
4
Hu X, Zhang H, Caobelli F, Huang Y, Li Y, Zhang J, Shi K, Yu F. The role of deep learning in myocardial perfusion imaging for diagnosis and prognosis: A systematic review. iScience 2024;27:111374. [PMID: 39654634 PMCID: PMC11626733 DOI: 10.1016/j.isci.2024.111374] [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] [Indexed: 12/12/2024]  Open
5
Chen Q, Zhang C, Peng T, Pan Y, Liu J. A medical disease assisted diagnosis method based on lightweight fuzzy SZGWO-ELM neural network model. Sci Rep 2024;14:27568. [PMID: 39528769 PMCID: PMC11555419 DOI: 10.1038/s41598-024-79426-8] [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] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024]  Open
6
Oh D, Ryoo HG, Chung HW, Cho SG, Kwon K, Kim JH, So Y, Moon JH, Ahn S, Lee WW. Artificial intelligence-based CT-free quantitative thyroid SPECT for thyrotoxicosis: study protocol of a multicentre, prospective, non-inferiority study. BMJ Open 2024;14:e089552. [PMID: 39401965 PMCID: PMC11475049 DOI: 10.1136/bmjopen-2024-089552] [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: 10/17/2024]  Open
7
Kwon K, Oh D, Kim JH, Yoo J, Lee WW. Deep-learning-based attenuation map generation in kidney single photon emission computed tomography. EJNMMI Phys 2024;11:84. [PMID: 39394395 PMCID: PMC11469987 DOI: 10.1186/s40658-024-00686-4] [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: 02/23/2024] [Accepted: 09/26/2024] [Indexed: 10/13/2024]  Open
8
Michail C, Liaparinos P, Kalyvas N, Kandarakis I, Fountos G, Valais I. Radiation Detectors and Sensors in Medical Imaging. SENSORS (BASEL, SWITZERLAND) 2024;24:6251. [PMID: 39409289 PMCID: PMC11478476 DOI: 10.3390/s24196251] [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: 08/28/2024] [Revised: 09/23/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024]
9
Miller RJH, Slomka PJ. Artificial Intelligence in Nuclear Cardiology: An Update and Future Trends. Semin Nucl Med 2024;54:648-657. [PMID: 38521708 DOI: 10.1053/j.semnuclmed.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 02/19/2024] [Indexed: 03/25/2024]
10
Miller RJH, Slomka PJ. Current status and future directions in artificial intelligence for nuclear cardiology. Expert Rev Cardiovasc Ther 2024;22:367-378. [PMID: 39001698 DOI: 10.1080/14779072.2024.2380764] [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: 04/29/2024] [Accepted: 07/12/2024] [Indexed: 07/18/2024]
11
Wells RG, Small GR, Ruddy TD. Myocardial blood flow quantification with SPECT. J Med Imaging Radiat Sci 2024;55:S51-S58. [PMID: 38553299 DOI: 10.1016/j.jmir.2024.02.016] [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: 01/11/2024] [Revised: 02/16/2024] [Accepted: 02/21/2024] [Indexed: 05/29/2024]
12
Lim S, Park YJ, Lee SJ, An YS, Yoon JK. Clinical Feasibility of Deep Learning-Based Attenuation Correction Models for Tl-201 Myocardial Perfusion SPECT. Clin Nucl Med 2024;49:397-403. [PMID: 38409758 DOI: 10.1097/rlu.0000000000005129] [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: 02/28/2024]
13
Ramonaheng K, Qebetu M, Ndlovu H, Swanepoel C, Smith L, Mdanda S, Mdlophane A, Sathekge M. Activity quantification and dosimetry in radiopharmaceutical therapy with reference to 177Lutetium. FRONTIERS IN NUCLEAR MEDICINE (LAUSANNE, SWITZERLAND) 2024;4:1355912. [PMID: 39355215 PMCID: PMC11440950 DOI: 10.3389/fnume.2024.1355912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 03/12/2024] [Indexed: 10/03/2024]
14
Kawakubo M, Nagao M, Kaimoto Y, Nakao R, Yamamoto A, Kawasaki H, Iwaguchi T, Matsuo Y, Kaneko K, Sakai A, Sakai S. Deep learning approach using SPECT-to-PET translation for attenuation correction in CT-less myocardial perfusion SPECT imaging. Ann Nucl Med 2024;38:199-209. [PMID: 38151588 PMCID: PMC10884131 DOI: 10.1007/s12149-023-01889-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: 06/25/2023] [Accepted: 11/23/2023] [Indexed: 12/29/2023]
15
Ochoa-Figueroa M, Valera-Soria C, Pagonis C, Ressner M, Norberg P, Sanchez-Rodriguez V, Frias-Rose J, Good E, Davidsson A. Diagnostic performance of a novel deep learning attenuation correction software for MPI using a cardio dedicated CZT camera. Experience in the clinical practice. Rev Esp Med Nucl Imagen Mol 2024;43:23-30. [PMID: 37748688 DOI: 10.1016/j.remnie.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 08/23/2023] [Accepted: 08/26/2023] [Indexed: 09/27/2023]
16
Pretorius PH, Liu J, Kalluri KS, Jiang Y, Leppo JA, Dahlberg ST, Kikut J, Parker MW, Keating FK, Licho R, Auer B, Lindsay C, Konik A, Yang Y, Wernick MN, King MA. Observer studies of image quality of denoising reduced-count cardiac single photon emission computed tomography myocardial perfusion imaging by three-dimensional Gaussian post-reconstruction filtering and deep learning. J Nucl Cardiol 2023;30:2427-2437. [PMID: 37221409 PMCID: PMC11401514 DOI: 10.1007/s12350-023-03295-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 04/25/2023] [Indexed: 05/25/2023]
17
Brosch-Lenz JF, Delker A, Schmidt F, Tran-Gia J. On the Use of Artificial Intelligence for Dosimetry of Radiopharmaceutical Therapies. Nuklearmedizin 2023;62:379-388. [PMID: 37827503 DOI: 10.1055/a-2179-6872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
18
Wehbe RM, Katsaggelos AK, Hammond KJ, Hong H, Ahmad FS, Ouyang D, Shah SJ, McCarthy PM, Thomas JD. Deep Learning for Cardiovascular Imaging: A Review. JAMA Cardiol 2023;8:1089-1098. [PMID: 37728933 DOI: 10.1001/jamacardio.2023.3142] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
19
Ibrahim J, Soman P. The past, present, and future of attenuation correction for myocardial perfusion imaging. J Nucl Cardiol 2023;30:1794-1796. [PMID: 37311912 DOI: 10.1007/s12350-023-03311-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 04/21/2023] [Indexed: 06/15/2023]
20
Hijazi W, Miller RJH. Deep learning to automate SPECT MPI myocardial reorientation. J Nucl Cardiol 2023;30:1836-1837. [PMID: 37101018 DOI: 10.1007/s12350-023-03260-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 03/22/2023] [Indexed: 04/28/2023]
21
Dey D, Arnaout R, Antani S, Badano A, Jacques L, Li H, Leiner T, Margerrison E, Samala R, Sengupta PP, Shah SJ, Slomka P, Williams MC, Bandettini WP, Sachdev V. Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging: Translation to Patient Care. JACC Cardiovasc Imaging 2023;16:1209-1223. [PMID: 37480904 PMCID: PMC10524663 DOI: 10.1016/j.jcmg.2023.05.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 03/20/2023] [Accepted: 05/09/2023] [Indexed: 07/24/2023]
22
Huxohl T, Patel G, Zabel R, Burchert W. Deep learning approximation of attenuation maps for myocardial perfusion SPECT with an IQ[Formula: see text]SPECT collimator. EJNMMI Phys 2023;10:49. [PMID: 37639082 PMCID: PMC10462587 DOI: 10.1186/s40658-023-00568-1] [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: 04/05/2023] [Accepted: 08/07/2023] [Indexed: 08/29/2023]  Open
23
Prieto Canalejo MA, Palau San Pedro A, Geronazzo R, Minsky DM, Juárez-Orozco LE, Namías M. Synthetic Attenuation Correction Maps for SPECT Imaging Using Deep Learning: A Study on Myocardial Perfusion Imaging. Diagnostics (Basel) 2023;13:2214. [PMID: 37443608 DOI: 10.3390/diagnostics13132214] [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: 05/03/2023] [Revised: 06/24/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023]  Open
24
Apostolopoulos ID, Papandrianos NI, Feleki A, Moustakidis S, Papageorgiou EI. Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies. EJNMMI Phys 2023;10:6. [PMID: 36705775 PMCID: PMC9883373 DOI: 10.1186/s40658-022-00522-7] [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: 08/29/2022] [Accepted: 12/19/2022] [Indexed: 01/28/2023]  Open
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