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An investigation of privacy preservation in deep learning-based eye-tracking

BACKGROUND: The expanding usage of complex machine learning methods such as deep learning has led to an explosion in human activity recognition, particularly applied to health. However, complex models which handle private and sometimes protected data, raise concerns about the potential leak of ident...

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Detalles Bibliográficos
Autores principales: Seyedi, Salman, Jiang, Zifan, Levey, Allan, Clifford, Gari D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9469631/
https://www.ncbi.nlm.nih.gov/pubmed/36100851
http://dx.doi.org/10.1186/s12938-022-01035-1