Synthetic data uility.

Synthetic data uility.

<p>Custom performance measures to examine the effectiveness of a synthetic external control arm.</p>

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Bibliographic Details
Main Author:	Severin Elvatun (20606218) (author)
Other Authors:	Daan Knoors (12135386) (author), Simon Brant (20606221) (author), Christian Jonasson (4788960) (author), Jan F. Nygård (9647631) (author)
Published:	2025
Subjects:	Molecular Biology Biotechnology Science Policy Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified norwegian health registries intricate application process hundred patients usually external control arms drug development studies particular data characteristics original data structure health registry data generator algorithms demonstrate generated using data sensitive information disclosure generate synthetic data synthetic data information disclosure observational data generator algorithm empirical data data generalization xlink "> viable alternative smaller datasets retrospective study results indicate research outcomes numerical experiments novel treatments identification attacks finding suggests experimental treatment data utility conclusions drawn cardinality features art generators alternative comparator
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