Privacy Risk Assessment for Synthetic Longitudinal Health Data

Challenges encountered during their implementation and during the interpretation of their results are highlighted, and it is concluded that privacy risk assessment for synthetic data remains an open problem.

Authors

Institutions

Publication Details

Journal
Studies in health technology and informatics
Published
2024-08-30
DOI
https://doi.org/10.3233/shti240867
Primary Topic
Health, Environment, Cognitive Aging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Privacy Risk Assessment for Synthetic Longitudinal Health Data

Lisa Kühnel, Tim Adams, Ines Perrar, Fabian Praßer et al.
Studies in health technology and informatics
Health, Environment, Cognitive Aging
article

Privacy Risk Assessment for Synthetic Longitudinal Health Data

Lisa Kühnel, Tim Adams, Ines Perrar, Fabian Praßer, Ute Nöthlings, Thierry Meurers, Holger Fröhlich, Julian Schneider, Juliane Fluck, Karen Otte, Marvin Walter
article en

Abstract

Challenges encountered during their implementation and during the interpretation of their results are highlighted, and it is concluded that privacy risk assessment for synthetic data remains an open problem.

Studies in health technology and informaticsVol. 317
University of Bonn (DE), Bielefeld University (DE), Fraunhofer Institute for Algorithms and Scientific Computing (DE), ZB MED - Information Centre for Life Sciences (DE), Berlin Institute of Health at Charité - Universitätsmedizin Berlin (DE)
Good health and well-being
Openalex Percentile: Top 62%
Health, Environment, Cognitive Aging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.