Copertina

Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gao, Chenyu, Xu, Kaiwen, Kim, Michael E., Zuo, Lianrui, Li, Zhiyuan, Archer, Derek B., Hohman, Timothy J., Moore, Ann Zenobia, Ferrucci, Luigi, Beason-Held, Lori L., Resnick, Susan M., Davatzikos, Christos, Prince, Jerry L., Landman, Bennett A.
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata
di: Liu, Yihao, et al.
Pubblicazione: (2025)

Polyhedra Encoding Transformers: Enhancing Diffusion MRI Analysis Beyond Voxel and Volumetric Embedding
di: Yao, Tianyuan, et al.
Pubblicazione: (2025)

Correlates of life course physical activity in participants of the Baltimore longitudinal study of aging
di: Ann Zenobia Moore, et al.
Pubblicazione: (2024)

An MRI‐based macro‐ and microstructural neuroimaging‐wide association study of subsequent cognitive impairment
di: Tugce Duran, et al.
Pubblicazione: (2026)

Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease
di: Gao, Chenyu, et al.
Pubblicazione: (2024)

Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes
di: Rudravaram, Gaurav, et al.
Pubblicazione: (2025)

Bi-Directional MS Lesion Filling and Synthesis Using Denoising Diffusion Implicit Model-based Lesion Repainting
di: Zhang, Jinwei, et al.
Pubblicazione: (2024)

Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI
di: Yu, Tian, et al.
Pubblicazione: (2024)

Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices
di: Zuo, Lianrui, et al.
Pubblicazione: (2025)

Comparing Macro‐ and Micro‐structural Predictors of Subsequent Cognitive Impairment in the BLSA
di: Tugce Duran, et al.
Pubblicazione: (2025)

Comparing Macro‐ and Micro‐structural Predictors of Subsequent Cognitive Impairment in the BLSA
di: Tugce Duran, et al.
Pubblicazione: (2025)

Unsupervised learning of acquisition variability in structural connectomes via hybrid latent space modeling
di: Rudravaram, Gaurav, et al.
Pubblicazione: (2026)

A generalisable head MRI defacing pipeline: Evaluation on 2,566 meningioma scans
di: Macias, Lorena Garcia-Foncillas, et al.
Pubblicazione: (2025)

Vector Field Attention for Deformable Image Registration
di: Liu, Yihao, et al.
Pubblicazione: (2024)

Sex, racial/ethnic, and APOE‐ε4 allele differences in longitudinal white matter microstructure in multiple cohorts of aging
di: Amalia Jo Peterson, et al.
Pubblicazione: (2024)

Security control for website defacement
di: Oscar Eduardo Mondragón Maca
Pubblicazione: (2017)

Neighborhood disadvantage is associated with compromised white matter microstructure among older adults over a 9‐year follow‐up period
di: Francis E. Cambronero, et al.
Pubblicazione: (2024)

Development of a defacing algorithm to protect the privacy of head and neck cancer patients in publicly-accessible radiotherapy datasets
di: O'Sullivan-Steben, Kayla, et al.
Pubblicazione: (2025)

Genetically‐informed parcellation reveals interpretable brain patterns and enhanced genetic associations in Alzheimer's Disease compared to structural‐only approaches
di: Marilena De Pian, et al.
Pubblicazione: (2025)

Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation
di: Yu, Xin, et al.
Pubblicazione: (2024)

Predicting Age from White Matter Diffusivity with Residual Learning
di: Gao, Chenyu, et al.
Pubblicazione: (2023)

Epigenetic signatures of plasma protein abundance are associated with longitudinal brain and cognitive trajectories in older adults
di: Shannon M. Drouin, et al.
Pubblicazione: (2025)

Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis
di: Hays, Savannah P., et al.
Pubblicazione: (2024)

Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories
di: Tassopoulou, Vasiliki, et al.
Pubblicazione: (2025)

MSRepaint: Multiple Sclerosis Repaint with Conditional Denoising Diffusion Implicit Model for Bidirectional Lesion Filling and Synthesis
di: Zhang, Jinwei, et al.
Pubblicazione: (2025)

Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models
di: Zuo, Lianrui, et al.
Pubblicazione: (2025)

Poor sleep is adversely associated with MRI markers of AD‐specific neurodegeneration
di: Hui Shi, et al.
Pubblicazione: (2024)

Poor sleep is adversely associated with MRI markers of AD‐specific neurodegeneration
di: Hui Shi, et al.
Pubblicazione: (2024)

Reduced oxidative capacity of skeletal muscle mitochondria IS a fundamental consequence of adult ageing
di: David J. Marcinek, et al.
Pubblicazione: (2024)

Marcinek and Ferrucci response to Lanza et al.
di: David J. Marcinek, et al.
Pubblicazione: (2024)

Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI
di: Li, Zhiyuan, et al.
Pubblicazione: (2024)

Uncovering the role of white matter microstructure in longitudinal memory and executive function decline: insights from a multi‐site study of 2,220 participants across 4,918 paired imaging‐cognition sessions
di: Derek B. Archer, et al.
Pubblicazione: (2024)

Genetic architecture of the limbic white matter microstructure in aging and Alzheimer's Disease
di: Anna S Lorenz, et al.
Pubblicazione: (2025)

Meiofauna investigation and taxonomic identification through imaging—a game of compromise
di: Valentin Foulon, et al.
Pubblicazione: (2025)

Genomic Perspective on Heterogeneity of Organs and Body Aging
di: Shabnam Salimi, et al.
Pubblicazione: (2026)

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience
di: Wang, Rongguang, et al.
Pubblicazione: (2023)

Identifying Five Dominant Dimensions of Neurodegeneration in Brain Aging through Deep Learning: Correlations with Clinical and Genetic Measures
di: Zhijian Yang, et al.
Pubblicazione: (2024)

Self-supervised learning of imaging and clinical signatures using a multimodal joint-embedding predictive architecture
di: Li, Thomas Z., et al.
Pubblicazione: (2025)

Circadian rest/activity rhythms and change in MRI‐derived brain volumes: Differences by age in a cognitively healthy sample
di: Marc A. Kaizi‐Lutu, et al.
Pubblicazione: (2026)

Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models
di: Gao, Chenyu, et al.
Pubblicazione: (2024)