Implementation and validation of face de‐identification (de‐facing) in ADNI4
ADNI is implementing "de-facing" of MRI and PET beginning in ADNI4. "De-facing" alters face imagery in brain images to help protect privacy. Four algorithms were extensively compared for ADNI and mri_reface was chosen. Validation confirms mri_reface is robust and effective for ADNI sequences. Validation confirms mri_reface negligibly affects ADNI brain measurements.
Authors
- Charles DeCarli
- Clifford R. Jack (ORCID: https://orcid.org/0000-0001-7916-622X)
- Duygu Tosun (ORCID: https://orcid.org/0000-0001-8644-7724)
- Ranjit Ittyerah
- Danielle Harvey (ORCID: https://orcid.org/0000-0002-5367-0951)
- Lloyd Prosser (ORCID: https://orcid.org/0000-0003-0299-1525)
- Sandhitsu R. Das (ORCID: https://orcid.org/0000-0003-0530-2887)
- Mark Choe
- Matthew L. Senjem (ORCID: https://orcid.org/0000-0001-9308-9275)
- Pauline Maillard (ORCID: https://orcid.org/0000-0003-3516-6345)
- Paul A. Yushkevich (ORCID: https://orcid.org/0000-0001-8543-4016)
- Baljeet Singh (ORCID: https://orcid.org/0000-0003-3442-5640)
- JiaQie Lee
- Chadwick P. Ward
- Robert A. Koeppe (ORCID: https://orcid.org/0000-0002-9514-5311)
- Carl M. Prakaashana
- Ian B. Malone
- Michael Walter Weiner (ORCID: https://orcid.org/0000-0002-0144-1954)
- Stéphanie Rossi
- Leonard Matoush
- William Jagust
- Christopher G. Schwarz
- Evan Fletcher
- Susan M. Landau
Institutions
- San Francisco VA Medical Center (US)
- Mayo Clinic (US)
- University of California, San Francisco (US)
- University of Michigan (US)
- WinnMed (US)
- UK Dementia Research Institute (GB)
- Northern California Institute for Research and Education (US)
- University College London (GB)
- University of Pennsylvania (US)
- University of California, Davis (US)
- University of California, Berkeley (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1002/alz.14303
- Citations
- 2
- Primary Topic
- Face Recognition and Perception
- Type
- article
- Field-Weighted Citation Impact
- 0.69
Funders
- Foundation for the National Institutes of Health
- Alzheimer's Disease Neuroimaging Initiative
- Northern California Institute for Research and Education
- National Institutes of Health
- Canadian Institutes of Health Research
- National Institute on Aging