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Data Representativeness with Hyperdimensional Computing.

Published in Journal of imaging informatics in medicine • Mar 26, 2026
Authors:
Burgon A
,
Petrick N
,
Krainak D

Abstract

Increased utilization of data-driven approaches, such as artificial intelligence models, has drawn scrutiny of the datasets used to develop and evaluate such approaches. Dataset assessment methods, however, continue to rely heavily on subjective manual assessments, rendering in-depth analysis (e.g.,...

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