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For: Rehman MHU, Hugo Lopez Pinaya W, Nachev P, Teo JT, Ourselin S, Cardoso MJ. Federated learning for medical imaging radiology. Br J Radiol 2023;96:20220890. [PMID: 38011227 PMCID: PMC10546441 DOI: 10.1259/bjr.20220890] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 11/29/2023]  Open
Number Cited by Other Article(s)
1
Raza A, Guzzo A, Ianni M, Lappano R, Zanolini A, Maggiolini M, Fortino G. Federated Learning in radiomics: A comprehensive meta-survey on medical image analysis. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2025;267:108768. [PMID: 40279838 DOI: 10.1016/j.cmpb.2025.108768] [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: 12/06/2024] [Revised: 03/03/2025] [Accepted: 04/09/2025] [Indexed: 04/29/2025]
2
Nguyen DT, Imami M, Zhao LM, Wu J, Borhani A, Mohseni A, Khunte M, Zhong Z, Shi V, Yao S, Wang Y, Loizou N, Silva AC, Zhang PJ, Zhang Z, Jiao Z, Kamel I, Liao WH, Bai H. Federated Learning for Renal Tumor Segmentation and Classification on Multi-Center MRI Dataset. J Magn Reson Imaging 2025. [PMID: 40384349 DOI: 10.1002/jmri.29819] [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: 12/23/2024] [Revised: 05/02/2025] [Accepted: 05/05/2025] [Indexed: 05/20/2025]  Open
3
Alqadi MM, Vidal SGM. Artificial Intelligence in Vascular Neurology: Applications, Challenges, and a Review of AI Tools for Stroke Imaging, Clinical Decision Making, and Outcome Prediction Models. Curr Neurol Neurosci Rep 2025;25:34. [PMID: 40343612 DOI: 10.1007/s11910-025-01422-w] [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] [Accepted: 04/24/2025] [Indexed: 05/11/2025]
4
Scalco E, Rizzo G, Bertolino N, Mastropietro A. Leveraging deep learning for improving parameter extraction from perfusion MR images: A narrative review. Phys Med 2025;133:104978. [PMID: 40215839 DOI: 10.1016/j.ejmp.2025.104978] [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: 10/30/2024] [Revised: 02/28/2025] [Accepted: 04/04/2025] [Indexed: 05/09/2025]  Open
5
Nair A, Ong W, Lee A, Leow NW, Makmur A, Ting YH, Lee YJ, Ong SJ, Tan JJH, Kumar N, Hallinan JTPD. Enhancing Radiologist Productivity with Artificial Intelligence in Magnetic Resonance Imaging (MRI): A Narrative Review. Diagnostics (Basel) 2025;15:1146. [PMID: 40361962 PMCID: PMC12071790 DOI: 10.3390/diagnostics15091146] [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: 02/04/2025] [Revised: 04/06/2025] [Accepted: 04/24/2025] [Indexed: 05/15/2025]  Open
6
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
7
Bujotzek MR, Akünal Ü, Denner S, Neher P, Zenk M, Frodl E, Jaiswal A, Kim M, Krekiehn NR, Nickel M, Ruppel R, Both M, Döllinger F, Opitz M, Persigehl T, Kleesiek J, Penzkofer T, Maier-Hein K, Bucher A, Braren R. Real-world federated learning in radiology: hurdles to overcome and benefits to gain. J Am Med Inform Assoc 2025;32:193-205. [PMID: 39455061 DOI: 10.1093/jamia/ocae259] [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: 06/28/2024] [Revised: 09/24/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024]  Open
8
Fields BKK, Varghese BA, Matcuk GR. Editorial: Advances in artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors. FRONTIERS IN RADIOLOGY 2024;4:1523389. [PMID: 39742350 PMCID: PMC11685185 DOI: 10.3389/fradi.2024.1523389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 11/27/2024] [Indexed: 01/03/2025]
9
Khanna A, Adams J, Antoniades C, Bloem BR, Carroll C, Cedarbaum J, Cosman J, Dexter DT, Dockendorf MF, Edgerton J, Gaetano L, Goikoetxea E, Hill D, Horak F, Izmailova ES, Kangarloo T, Katabi D, Kopil C, Lindemann M, Mammen J, Marek K, McFarthing K, Mirelman A, Muller M, Pagano G, Peterschmitt MJ, Ren J, Rochester L, Sardar S, Siderowf A, Simuni T, Stephenson D, Swanson-Fischer C, Wagner JA, Jones GB. Accelerating Parkinson's Disease drug development with federated learning approaches. NPJ Parkinsons Dis 2024;10:225. [PMID: 39567515 PMCID: PMC11579312 DOI: 10.1038/s41531-024-00837-5] [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: 08/08/2024] [Accepted: 11/07/2024] [Indexed: 11/22/2024]  Open
10
Sabeghi P, Kinkar KK, Castaneda GDR, Eibschutz LS, Fields BKK, Varghese BA, Patel DB, Gholamrezanezhad A. Artificial intelligence and machine learning applications for the imaging of bone and soft tissue tumors. FRONTIERS IN RADIOLOGY 2024;4:1332535. [PMID: 39301168 PMCID: PMC11410694 DOI: 10.3389/fradi.2024.1332535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 08/01/2024] [Indexed: 09/22/2024]
11
Huynh BN, Groendahl AR, Tomic O, Liland KH, Knudtsen IS, Hoebers F, van Elmpt W, Dale E, Malinen E, Futsaether CM. Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: impact of model complexity, image processing and augmentation. Biomed Phys Eng Express 2024;10:055038. [PMID: 39127060 DOI: 10.1088/2057-1976/ad6dcd] [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: 04/29/2024] [Accepted: 08/09/2024] [Indexed: 08/12/2024]
12
Linguraru MG, Bakas S, Aboian M, Chang PD, Flanders AE, Kalpathy-Cramer J, Kitamura FC, Lungren MP, Mongan J, Prevedello LM, Summers RM, Wu CC, Adewole M, Kahn CE. Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts. Radiol Artif Intell 2024;6:e240225. [PMID: 38984986 PMCID: PMC11294958 DOI: 10.1148/ryai.240225] [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: 04/13/2024] [Revised: 04/13/2024] [Accepted: 04/25/2024] [Indexed: 07/11/2024]
13
Ross J, Hammouche S, Chen Y, Rockall AG. Beyond regulatory compliance: evaluating radiology artificial intelligence applications in deployment. Clin Radiol 2024;79:338-345. [PMID: 38360516 DOI: 10.1016/j.crad.2024.01.026] [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: 08/25/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 02/17/2024]
14
Naqa IE, Drukker K. AI in imaging and therapy: innovations, ethics, and impact - introductory editorial. Br J Radiol 2023;96:20239004. [PMID: 38011226 PMCID: PMC10546442 DOI: 10.1259/bjr.20239004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]  Open
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