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For: Schwarz CG, Kremers WK, Lowe VJ, Savvides M, Gunter JL, Senjem ML, Vemuri P, Kantarci K, Knopman DS, Petersen RC, Jack CR. Face recognition from research brain PET: An unexpected PET problem. Neuroimage 2022;258:119357. [PMID: 35660089 PMCID: PMC9358410 DOI: 10.1016/j.neuroimage.2022.119357] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/31/2022] [Accepted: 06/02/2022] [Indexed: 11/04/2022]  Open
Number Cited by Other Article(s)
1
Clunie DA, Flanders A, Taylor A, Erickson B, Bialecki B, Brundage D, Gutman D, Prior F, Seibert JA, Perry J, Gichoya JW, Kirby J, Andriole K, Geneslaw L, Moore S, Fitzgerald TJ, Tellis W, Xiao Y, Farahani K. Report of the Medical Image De-Identification (MIDI) Task Group -- Best Practices and Recommendations. ARXIV 2025:arXiv:2303.10473v3. [PMID: 37033463 PMCID: PMC10081345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
2
Clunie D, Taylor A, Bisson T, Gutman D, Xiao Y, Schwarz CG, Greve D, Gichoya J, Shih G, Kline A, Kopchick B, Farahani K. Summary of the National Cancer Institute 2023 Virtual Workshop on Medical Image De-identification-Part 2: Pathology Whole Slide Image De-identification, De-facing, the Role of AI in Image De-identification, and the NCI MIDI Datasets and Pipeline. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025;38:16-30. [PMID: 38980626 PMCID: PMC11811347 DOI: 10.1007/s10278-024-01183-x] [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: 04/13/2024] [Revised: 06/16/2024] [Accepted: 06/18/2024] [Indexed: 07/10/2024]
3
Landau SM, Harrison TM, Baker SL, Boswell MS, Lee J, Taggett J, Ward TJ, Chadwick T, Murphy A, DeCarli C, Schwarz CG, Vemuri P, Jack CR, Koeppe RA, Jagust WJ, for the U.S. POINTER Study Group and for the Alzheimer's Disease Neuroimaging Initiative. Positron emission tomography harmonization in the Alzheimer's Disease Neuroimaging Initiative: A scalable and rigorous approach to multisite amyloid and tau quantification. Alzheimers Dement 2025;21:e14378. [PMID: 39559932 PMCID: PMC11772732 DOI: 10.1002/alz.14378] [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: 06/04/2024] [Revised: 10/07/2024] [Accepted: 10/10/2024] [Indexed: 11/20/2024]
4
Steeg K, Bohrer E, Schäfer SB, Vu VD, Scherberich J, Windfelder AG, Krombach GA. Re-identification of anonymised MRI head images with publicly available software: investigation of the current risk to patient privacy. EClinicalMedicine 2024;78:102930. [PMID: 39640939 PMCID: PMC11617779 DOI: 10.1016/j.eclinm.2024.102930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 10/25/2024] [Accepted: 10/25/2024] [Indexed: 12/07/2024]  Open
5
Schwarz CG, Choe M, Rossi S, Das SR, Ittyerah R, Fletcher E, Maillard P, Singh B, Harvey DJ, Malone IB, Prosser L, Senjem ML, Matoush LC, Ward CP, Prakaashana CM, Landau SM, Koeppe RA, Lee J, DeCarli C, Weiner MW, Jack CR, Jagust WJ, Yushkevich PA, Tosun D, for the Alzheimer's Disease Neuroimaging Initiative. Implementation and validation of face de-identification (de-facing) in ADNI4. Alzheimers Dement 2024;20:8048-8061. [PMID: 39392215 PMCID: PMC11567833 DOI: 10.1002/alz.14303] [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: 05/03/2024] [Revised: 09/03/2024] [Accepted: 09/10/2024] [Indexed: 10/12/2024]
6
Mahmutoglu MA, Rastogi A, Schell M, Foltyn-Dumitru M, Baumgartner M, Maier-Hein KH, Deike-Hofmann K, Radbruch A, Bendszus M, Brugnara G, Vollmuth P. Deep learning-based defacing tool for CT angiography: CTA-DEFACE. Eur Radiol Exp 2024;8:111. [PMID: 39382818 PMCID: PMC11465008 DOI: 10.1186/s41747-024-00510-9] [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: 05/23/2024] [Accepted: 09/05/2024] [Indexed: 10/10/2024]  Open
7
Bou Hanna E, Partarrieu S, Berenbaum A, Allassonnière S, Besson FL. Exploring de-anonymization risks in PET imaging: Insights from a comprehensive analysis of 853 patient scans. Sci Data 2024;11:932. [PMID: 39198445 PMCID: PMC11358492 DOI: 10.1038/s41597-024-03800-4] [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: 01/21/2024] [Accepted: 08/20/2024] [Indexed: 09/01/2024]  Open
8
Ryu DW, Lee C, Lee HJ, Shim YS, Hong YJ, Cho JH, Kim S, Lee JM, Yang DW. Assessing the Impact of Defacing Algorithms on Brain Volumetry Accuracy in MRI Analyses. Dement Neurocogn Disord 2024;23:127-135. [PMID: 39113754 PMCID: PMC11300685 DOI: 10.12779/dnd.2024.23.3.127] [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: 04/15/2024] [Revised: 04/26/2024] [Accepted: 04/26/2024] [Indexed: 08/10/2024]  Open
9
Molchanova N, Maréchal B, Thiran J, Kober T, Huelnhagen T, Richiardi J, the Alzheimer's Disease Neuroimaging Initiative. Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency. Hum Brain Mapp 2024;45:e26721. [PMID: 38899549 PMCID: PMC11187735 DOI: 10.1002/hbm.26721] [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: 07/26/2023] [Revised: 04/09/2024] [Accepted: 05/06/2024] [Indexed: 06/21/2024]  Open
10
Satoh R, Ali F, Botha H, Lowe VJ, Josephs KA, Whitwell JL. Direct comparison between 18F-Flortaucipir tau PET and quantitative susceptibility mapping in progressive supranuclear palsy. Neuroimage 2024;286:120509. [PMID: 38184157 PMCID: PMC10868646 DOI: 10.1016/j.neuroimage.2024.120509] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/22/2023] [Accepted: 01/03/2024] [Indexed: 01/08/2024]  Open
11
Filippi CG, Stein JM, Wang Z, Bakas S, Liu Y, Chang PD, Lui Y, Hess C, Barboriak DP, Flanders AE, Wintermark M, Zaharchuk G, Wu O. Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology. AJNR Am J Neuroradiol 2023;44:1242-1248. [PMID: 37652578 PMCID: PMC10631523 DOI: 10.3174/ajnr.a7963] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 07/07/2023] [Indexed: 09/02/2023]
12
Schwarz CG, Kremers WK, Weigand SD, Prakaashana CM, Senjem ML, Przybelski SA, Lowe VJ, Gunter JL, Kantarci K, Vemuri P, Graff-Radford J, Petersen RC, Knopman DS, Jack CR. Effects of de-facing software mri_reface on utility of imaging biomarkers used in Alzheimer's disease research. Neuroimage Clin 2023;40:103507. [PMID: 37703605 PMCID: PMC10502400 DOI: 10.1016/j.nicl.2023.103507] [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: 05/02/2023] [Revised: 08/07/2023] [Accepted: 09/05/2023] [Indexed: 09/15/2023]
13
Selfridge AR, Spencer BA, Abdelhafez YG, Nakagawa K, Tupin JD, Badawi RD. Facial Anonymization and Privacy Concerns in Total-Body PET/CT. J Nucl Med 2023;64:1304-1309. [PMID: 37268426 PMCID: PMC10394314 DOI: 10.2967/jnumed.122.265280] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/30/2023] [Indexed: 06/04/2023]  Open
14
Schwarz CG, Kremers WK, Arani A, Savvides M, Reid RI, Gunter JL, Senjem ML, Cogswell PM, Vemuri P, Kantarci K, Knopman DS, Petersen RC, Jack CR. A face-off of MRI research sequences by their need for de-facing. Neuroimage 2023;276:120199. [PMID: 37269958 PMCID: PMC10389782 DOI: 10.1016/j.neuroimage.2023.120199] [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: 02/08/2023] [Revised: 04/19/2023] [Accepted: 05/25/2023] [Indexed: 06/05/2023]  Open
15
Lathe R. Restricted access data in the neurosciences: Are the restrictions always justified? Front Neurosci 2023;16:975795. [PMID: 36760799 PMCID: PMC9904205 DOI: 10.3389/fnins.2022.975795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/25/2022] [Indexed: 01/26/2023]  Open
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