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For: Soffer S, Klang E, Shimon O, Barash Y, Cahan N, Greenspana H, Konen E. Deep learning for pulmonary embolism detection on computed tomography pulmonary angiogram: a systematic review and meta-analysis. Sci Rep 2021;11:15814. [PMID: 34349191 PMCID: PMC8338977 DOI: 10.1038/s41598-021-95249-3] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 07/07/2021] [Indexed: 12/22/2022]  Open
Number Cited by Other Article(s)
1
Zsarnoczay E, Rapaka S, Schoepf UJ, Gnasso C, Vecsey-Nagy M, Todoran TM, Hagar MT, Kravchenko D, Tremamunno G, Griffith JP, Fink N, Derrick S, Bowman M, Sam H, Tiller M, Godoy K, Condrea F, Sharma P, O'Doherty J, Maurovich-Horvat P, Emrich T, Varga-Szemes A. Accuracy of a deep neural network for automated pulmonary embolism detection on dedicated CT pulmonary angiograms. Eur J Radiol 2025;187:112077. [PMID: 40187199 DOI: 10.1016/j.ejrad.2025.112077] [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: 12/22/2024] [Revised: 03/11/2025] [Accepted: 03/26/2025] [Indexed: 04/07/2025]
2
Lanza E, Ammirabile A, Francone M. Meta-analysis of AI-based pulmonary embolism detection: How reliable are deep learning models? Comput Biol Med 2025;193:110402. [PMID: 40412084 DOI: 10.1016/j.compbiomed.2025.110402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 04/18/2025] [Accepted: 05/17/2025] [Indexed: 05/27/2025]
3
Liu YK, Cisneros J, Nair G, Stevens C, Castillo R, Vinogradskiy Y, Castillo E. Perfusion estimation from dynamic non-contrast computed tomography using self-supervised learning and a physics-inspired U-net transformer architecture. Int J Comput Assist Radiol Surg 2025;20:959-970. [PMID: 39832070 PMCID: PMC12055896 DOI: 10.1007/s11548-025-03323-2] [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: 07/01/2024] [Accepted: 01/07/2025] [Indexed: 01/22/2025]
4
Sachpekidis C, Goldschmidt H, Edenbrandt L, Dimitrakopoulou-Strauss A. Radiomics and Artificial Intelligence Landscape for [18F]FDG PET/CT in Multiple Myeloma. Semin Nucl Med 2025;55:387-395. [PMID: 39674756 DOI: 10.1053/j.semnuclmed.2024.11.005] [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: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/16/2024]
5
Shin Y, Lee M, Lee Y, Kim K, Kim T. Artificial Intelligence-Powered Quality Assurance: Transforming Diagnostics, Surgery, and Patient Care-Innovations, Limitations, and Future Directions. Life (Basel) 2025;15:654. [PMID: 40283208 PMCID: PMC12028931 DOI: 10.3390/life15040654] [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: 03/11/2025] [Revised: 04/09/2025] [Accepted: 04/14/2025] [Indexed: 04/29/2025]  Open
6
Zhong Z, Zhang H, Fayad FH, Lancaster AC, Sollee J, Kulkarni S, Lin CT, Li J, Gao X, Collins S, Greineder CF, Ahn SH, Bai HX, Jiao Z, Atalay MK. Pulmonary Embolism Survival Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data. J Thorac Imaging 2025:00005382-990000000-00172. [PMID: 40200808 DOI: 10.1097/rti.0000000000000831] [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: 04/10/2025]
7
Lim WH, Kim H. Application of Artificial Intelligence in Thoracic Radiology: A Narrative Review. Tuberc Respir Dis (Seoul) 2025;88:278-291. [PMID: 39689720 PMCID: PMC12010722 DOI: 10.4046/trd.2024.0062] [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: 05/02/2024] [Revised: 09/02/2024] [Accepted: 12/11/2024] [Indexed: 12/19/2024]  Open
8
Naser AM, Vyas R, Morgan AA, Kalaiger AM, Kharawala A, Nagraj S, Agarwal R, Maliha M, Mangeshkar S, Singh N, Satish V, Mathai S, Palaiodimos L, Faillace RT. Role of Artificial Intelligence in the Diagnosis and Management of Pulmonary Embolism: A Comprehensive Review. Diagnostics (Basel) 2025;15:889. [PMID: 40218239 PMCID: PMC11988985 DOI: 10.3390/diagnostics15070889] [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: 12/22/2024] [Revised: 03/09/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025]  Open
9
Song J, Hwang EJ, Yoon SH, Park CM, Goo JM. Emerging Trends and Innovations in Radiologic Diagnosis of Thoracic Diseases. Invest Radiol 2025:00004424-990000000-00308. [PMID: 40106831 DOI: 10.1097/rli.0000000000001179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2025]
10
Li L, Peng M, Zou Y, Li Y, Qiao P. The promise and limitations of artificial intelligence in CTPA-based pulmonary embolism detection. Front Med (Lausanne) 2025;12:1514931. [PMID: 40177281 PMCID: PMC11961422 DOI: 10.3389/fmed.2025.1514931] [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: 10/21/2024] [Accepted: 02/28/2025] [Indexed: 04/05/2025]  Open
11
Fan JC, Luan H, Qiao Y, Li Y, Ren Y. Detection and segmentation of pulmonary embolism in 3D CT pulmonary angiography using a threshold adjustment segmentation network. Sci Rep 2025;15:7263. [PMID: 40025153 PMCID: PMC11873198 DOI: 10.1038/s41598-025-91807-1] [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: 10/20/2024] [Accepted: 02/24/2025] [Indexed: 03/04/2025]  Open
12
Kabir MM, Rahman A, Hasan MN, Mridha MF. Computer vision algorithms in healthcare: Recent advancements and future challenges. Comput Biol Med 2025;185:109531. [PMID: 39675214 DOI: 10.1016/j.compbiomed.2024.109531] [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: 11/01/2023] [Revised: 10/05/2024] [Accepted: 12/03/2024] [Indexed: 12/17/2024]
13
Wang D, Chen R, Wang W, Yang Y, Yu Y, Liu L, Yang F, Cui S. Prediction of short-term adverse clinical outcomes of acute pulmonary embolism using conventional machine learning and deep Learning based on CTPA images. J Thromb Thrombolysis 2025;58:331-339. [PMID: 39342072 DOI: 10.1007/s11239-024-03044-4] [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] [Accepted: 09/09/2024] [Indexed: 10/01/2024]
14
Li J, Shi H, Chen W, Liu N, Hwang KS. Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025;36:237-248. [PMID: 37339032 DOI: 10.1109/tnnls.2023.3282809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
15
Mohanarajan M, Salunke PP, Arif A, Iglesias Gonzalez PM, Ospina D, Benavides DS, Amudha C, Raman KK, Siddiqui HF. Advancements in Machine Learning and Artificial Intelligence in the Radiological Detection of Pulmonary Embolism. Cureus 2025;17:e78217. [PMID: 40026993 PMCID: PMC11872007 DOI: 10.7759/cureus.78217] [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] [Accepted: 01/29/2025] [Indexed: 03/05/2025]  Open
16
Chrysafi P, Lam B, Carton S, Patell R. From Code to Clots: Applying Machine Learning to Clinical Aspects of Venous Thromboembolism Prevention, Diagnosis, and Management. Hamostaseologie 2024;44:429-445. [PMID: 39657652 DOI: 10.1055/a-2415-8408] [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: 12/12/2024]  Open
17
Laffafchi S, Ebrahimi A, Kafan S. Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data. Health Inf Sci Syst 2024;12:17. [PMID: 38464464 PMCID: PMC10917730 DOI: 10.1007/s13755-024-00276-9] [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: 12/15/2022] [Accepted: 01/17/2024] [Indexed: 03/12/2024]  Open
18
Cotena M, Ayobi A, Zuchowski C, Junn JC, Weinberg BD, Chang PD, Chow DS, Soun JE, Roca-Sogorb M, Chaibi Y, Quenet S. Enhancing Radiologist Efficiency with AI: A Multi-Reader Multi-Case Study on Aortic Dissection Detection and Prioritization. Diagnostics (Basel) 2024;14:2689. [PMID: 39682597 DOI: 10.3390/diagnostics14232689] [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: 10/14/2024] [Revised: 11/21/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024]  Open
19
Mugu VK, Parikh RS, Carr BM, Khandelwal A. CT pulmonary angiography in the inpatients: A 5-year retrospective view at the end of COVID-19 public health emergency. Medicine (Baltimore) 2024;103:e40351. [PMID: 39533597 PMCID: PMC11557109 DOI: 10.1097/md.0000000000040351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024]  Open
20
Ammari S, Camez AO, Ayobi A, Quenet S, Zemmouri A, Mniai EM, Chaibi Y, Franciosini A, Clavel L, Bidault F, Muller S, Lassau N, Balleyguier C, Assi T. Contribution of an Artificial Intelligence Tool in the Detection of Incidental Pulmonary Embolism on Oncology Assessment Scans. Life (Basel) 2024;14:1347. [PMID: 39598146 PMCID: PMC11595865 DOI: 10.3390/life14111347] [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: 09/15/2024] [Revised: 10/11/2024] [Accepted: 10/14/2024] [Indexed: 11/29/2024]  Open
21
Klemenz AC, Manzke M, Meinel FG. [Artificial intelligence in cardiovascular radiology : Image acquisition, image reconstruction and workflow optimization]. RADIOLOGIE (HEIDELBERG, GERMANY) 2024;64:766-772. [PMID: 38913176 DOI: 10.1007/s00117-024-01335-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/05/2024] [Indexed: 06/25/2024]
22
Sharkey MJ, Checkley EW, Swift AJ. Applications of artificial intelligence in computed tomography imaging for phenotyping pulmonary hypertension. Curr Opin Pulm Med 2024;30:464-472. [PMID: 38989815 PMCID: PMC11309337 DOI: 10.1097/mcp.0000000000001103] [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] [Indexed: 07/12/2024]
23
Ayobi A, Chang PD, Chow DS, Weinberg BD, Tassy M, Franciosini A, Scudeler M, Quenet S, Avare C, Chaibi Y. Performance and clinical utility of an artificial intelligence-enabled tool for pulmonary embolism detection. Clin Imaging 2024;113:110245. [PMID: 39094243 DOI: 10.1016/j.clinimag.2024.110245] [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: 05/14/2024] [Revised: 07/25/2024] [Accepted: 07/27/2024] [Indexed: 08/04/2024]
24
Hemalakshmi GR, Murugappan M, Sikkandar MY, Santhi D, Prakash NB, Mohanarathinam A. PE-Ynet: a novel attention-based multi-task model for pulmonary embolism detection using CT pulmonary angiography (CTPA) scan images. Phys Eng Sci Med 2024;47:863-880. [PMID: 38546819 DOI: 10.1007/s13246-024-01410-3] [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: 07/11/2023] [Accepted: 02/19/2024] [Indexed: 09/18/2024]
25
da Silva LO, da Silva MCB, Ribeiro GAS, de Camargo TFO, dos Santos PV, Mendes GDS, de Paiva JPQ, Soares ADS, Reis MRDC, Loureiro RM, Calixto WP. Artificial intelligence-based pulmonary embolism classification: Development and validation using real-world data. PLoS One 2024;19:e0305839. [PMID: 39167612 PMCID: PMC11338462 DOI: 10.1371/journal.pone.0305839] [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: 03/12/2024] [Accepted: 06/05/2024] [Indexed: 08/23/2024]  Open
26
Lanza E, Ammirabile A, Francone M. nnU-Net-based deep-learning for pulmonary embolism: detection, clot volume quantification, and severity correlation in the RSPECT dataset. Eur J Radiol 2024;177:111592. [PMID: 38968751 DOI: 10.1016/j.ejrad.2024.111592] [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: 05/02/2024] [Revised: 06/17/2024] [Accepted: 06/24/2024] [Indexed: 07/07/2024]
27
Motiwala A, Tanwir H, Duarte A, Gilani S, DeAnda A, Zaidan MF, Jneid H. Multidisciplinary Approach to Pulmonary Embolism and the Role of the Pulmonary Embolism Response Team. Curr Cardiol Rep 2024;26:843-849. [PMID: 38963612 DOI: 10.1007/s11886-024-02084-9] [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] [Accepted: 06/17/2024] [Indexed: 07/05/2024]
28
Kaya K, Gietzen C, Hahnfeldt R, Zoubi M, Emrich T, Halfmann MC, Sieren MM, Elser Y, Krumm P, Brendel JM, Nikolaou K, Haag N, Borggrefe J, Krüchten RV, Müller-Peltzer K, Ehrengut C, Denecke T, Hagendorff A, Goertz L, Gertz RJ, Bunck AC, Maintz D, Persigehl T, Lennartz S, Luetkens JA, Jaiswal A, Iuga AI, Pennig L, Kottlors J. Generative Pre-trained Transformer 4 analysis of cardiovascular magnetic resonance reports in suspected myocarditis: A multicenter study. J Cardiovasc Magn Reson 2024;26:101068. [PMID: 39079602 PMCID: PMC11414660 DOI: 10.1016/j.jocmr.2024.101068] [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: 04/18/2024] [Revised: 07/04/2024] [Accepted: 07/24/2024] [Indexed: 09/13/2024]  Open
29
de Jong CMM, Kroft LJM, van Mens TE, Huisman MV, Stöger JL, Klok FA. Modern imaging of acute pulmonary embolism. Thromb Res 2024;238:105-116. [PMID: 38703584 DOI: 10.1016/j.thromres.2024.04.016] [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: 11/24/2023] [Revised: 03/16/2024] [Accepted: 04/15/2024] [Indexed: 05/06/2024]
30
Mugu VK, Carr BM, Olson MC, Khandelwal A. CT pulmonary angiography in the emergency department: utilization and positivity rates during various phases of the COVID-19 pandemic. Emerg Radiol 2024;31:293-301. [PMID: 38519743 DOI: 10.1007/s10140-024-02218-0] [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: 01/29/2024] [Accepted: 03/11/2024] [Indexed: 03/25/2024]
31
Condrea F, Rapaka S, Itu L, Sharma P, Sperl J, Ali AM, Leordeanu M. Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms. Comput Biol Med 2024;174:108464. [PMID: 38613894 DOI: 10.1016/j.compbiomed.2024.108464] [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: 06/22/2023] [Revised: 04/01/2024] [Accepted: 04/08/2024] [Indexed: 04/15/2024]
32
Li H, Hayward J, Aguilar LS, Franc JM. Desired clinical applications of artificial intelligence in emergency medicine: A Delphi study. Am J Emerg Med 2024;79:217-220. [PMID: 38458952 DOI: 10.1016/j.ajem.2024.02.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 02/01/2024] [Accepted: 02/08/2024] [Indexed: 03/10/2024]  Open
33
Naser JA, Lee E, Pislaru SV, Tsaban G, Malins JG, Jackson JI, Anisuzzaman DM, Rostami B, Lopez-Jimenez F, Friedman PA, Kane GC, Pellikka PA, Attia ZI. Artificial intelligence-based classification of echocardiographic views. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2024;5:260-269. [PMID: 38774376 PMCID: PMC11104471 DOI: 10.1093/ehjdh/ztae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 05/24/2024]
34
Langius-Wiffen E, Slotman DJ, Groeneveld J, Ac van Osch J, Nijholt IM, de Boer E, Nijboer-Oosterveld J, Veldhuis WB, de Jong PA, Boomsma MF. External validation of the RSNA 2020 pulmonary embolism detection challenge winning deep learning algorithm. Eur J Radiol 2024;173:111361. [PMID: 38401407 DOI: 10.1016/j.ejrad.2024.111361] [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: 10/19/2023] [Revised: 01/17/2024] [Accepted: 02/08/2024] [Indexed: 02/26/2024]
35
Maleki Varnosfaderani S, Forouzanfar M. The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century. Bioengineering (Basel) 2024;11:337. [PMID: 38671759 PMCID: PMC11047988 DOI: 10.3390/bioengineering11040337] [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: 02/28/2024] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 04/28/2024]  Open
36
Lindner C, Riquelme R, San Martín R, Quezada F, Valenzuela J, Maureira JP, Einersen M. Improving the radiological diagnosis of hepatic artery thrombosis after liver transplantation: Current approaches and future challenges. World J Transplant 2024;14:88938. [PMID: 38576750 PMCID: PMC10989478 DOI: 10.5500/wjt.v14.i1.88938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/03/2023] [Accepted: 12/29/2023] [Indexed: 03/15/2024]  Open
37
Faghani S, Patel S, Rhodes NG, Powell GM, Baffour FI, Moassefi M, Glazebrook KN, Erickson BJ, Tiegs-Heiden CA. Deep-learning for automated detection of MSU deposits on DECT: evaluating impact on efficiency and reader confidence. FRONTIERS IN RADIOLOGY 2024;4:1330399. [PMID: 38440382 PMCID: PMC10909828 DOI: 10.3389/fradi.2024.1330399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 01/31/2024] [Indexed: 03/06/2024]
38
Vallée A, Quint R, Laure Brun A, Mellot F, Grenier PA. A deep learning-based algorithm improves radiology residents' diagnoses of acute pulmonary embolism on CT pulmonary angiograms. Eur J Radiol 2024;171:111324. [PMID: 38241853 DOI: 10.1016/j.ejrad.2024.111324] [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: 10/03/2023] [Revised: 12/08/2023] [Accepted: 01/15/2024] [Indexed: 01/21/2024]
39
Grenier PA, Brun AL, Mellot F. [The contribution of artificial intelligence (AI) subsequent to the processing of thoracic imaging]. Rev Mal Respir 2024;41:110-126. [PMID: 38129269 DOI: 10.1016/j.rmr.2023.12.001] [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: 10/24/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2023]
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Sun Z, Silberstein J, Vaccarezza M. Cardiovascular Computed Tomography in the Diagnosis of Cardiovascular Disease: Beyond Lumen Assessment. J Cardiovasc Dev Dis 2024;11:22. [PMID: 38248892 PMCID: PMC10816599 DOI: 10.3390/jcdd11010022] [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: 11/22/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 01/23/2024]  Open
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Langius-Wiffen E, Nijholt IM, van Dijk RA, de Boer E, Nijboer-Oosterveld J, Veldhuis WB, de Jong PA, Boomsma MF. An artificial intelligence algorithm for pulmonary embolism detection on polychromatic computed tomography: performance on virtual monochromatic images. Eur Radiol 2024;34:384-390. [PMID: 37542651 DOI: 10.1007/s00330-023-10048-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 06/19/2023] [Accepted: 06/22/2023] [Indexed: 08/07/2023]
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Rambojun AM, Komber H, Rossdale J, Suntharalingam J, Rodrigues JCL, Ehrhardt MJ, Repetti A. Uncertainty quantification in computed tomography pulmonary angiography. PNAS NEXUS 2024;3:pgad404. [PMID: 38737009 PMCID: PMC11087828 DOI: 10.1093/pnasnexus/pgad404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 10/26/2023] [Indexed: 05/14/2024]
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Ishiwata T, Yasufuku K. Artificial intelligence in interventional pulmonology. Curr Opin Pulm Med 2024;30:92-98. [PMID: 37916605 DOI: 10.1097/mcp.0000000000001024] [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: 11/03/2023]
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Kolasa K, Admassu B, Hołownia-Voloskova M, Kędzior KJ, Poirrier JE, Perni S. Systematic reviews of machine learning in healthcare: a literature review. Expert Rev Pharmacoecon Outcomes Res 2024;24:63-115. [PMID: 37955147 DOI: 10.1080/14737167.2023.2279107] [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: 07/17/2023] [Accepted: 10/31/2023] [Indexed: 11/14/2023]
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Langius-Wiffen E, de Jong PA, Mohamed Hoesein FA, Dekker L, van den Hoven AF, Nijholt IM, Boomsma MF, Veldhuis WB. Added value of an artificial intelligence algorithm in reducing the number of missed incidental acute pulmonary embolism in routine portal venous phase chest CT. Eur Radiol 2024;34:367-373. [PMID: 37532902 DOI: 10.1007/s00330-023-10029-z] [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: 03/02/2023] [Revised: 06/06/2023] [Accepted: 06/14/2023] [Indexed: 08/04/2023]
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Jamin A, Hoffmann C, Mahe G, Bressollette L, Humeau-Heurtier A. Pulmonary embolism detection on venous thrombosis ultrasound images with bi-dimensional entropy measures: Preliminary results. Med Phys 2023;50:7840-7851. [PMID: 37370233 DOI: 10.1002/mp.16568] [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: 03/24/2022] [Revised: 06/01/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023]  Open
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Saha PK, Nadeem SA, Comellas AP. A Survey on Artificial Intelligence in Pulmonary Imaging. WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY 2023;13:e1510. [PMID: 38249785 PMCID: PMC10796150 DOI: 10.1002/widm.1510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 06/21/2023] [Indexed: 01/23/2024]
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Jabbarpour A, Ghassel S, Lang J, Leung E, Le Gal G, Klein R, Moulton E. The Past, Present, and Future Role of Artificial Intelligence in Ventilation/Perfusion Scintigraphy: A Systematic Review. Semin Nucl Med 2023;53:752-765. [PMID: 37080822 DOI: 10.1053/j.semnuclmed.2023.03.002] [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: 02/20/2023] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 04/22/2023]
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Dundamadappa SK. AI tools in Emergency Radiology reading room: a new era of Radiology. Emerg Radiol 2023;30:647-657. [PMID: 37420044 DOI: 10.1007/s10140-023-02154-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 06/20/2023] [Indexed: 07/09/2023]
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Akhoundi N, Sedghian S, Siami A, Yazdani nia I, Naseri Z, Ghadiri Asli SM, Hazara R. Does Adding the Pulmonary Infarction and Right Ventricle to Left Ventricle Diameter Ratio to the Qanadli Index (A Combined Qanadli Index) More Accurately, Predict Short-Term Mortality in Patients with Pulmonary Embolism? Indian J Radiol Imaging 2023;33:478-483. [PMID: 37811186 PMCID: PMC10556326 DOI: 10.1055/s-0043-1769590] [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: 10/10/2023]  Open
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