How green are large language models for radiology report labelling? Comparing human, rule-based and hybrid workflows.

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Title: How green are large language models for radiology report labelling? Comparing human, rule-based and hybrid workflows.
Authors: Fink, Matthias A.1,2 (AUTHOR) matthias.fink@uni-heidelberg.de, Bischoff, Arved1 (AUTHOR), Atsiatorme, Edem1 (AUTHOR), Kremer, Alexander1 (AUTHOR), Kroschke, Jonas1 (AUTHOR), Moll, Martin1 (AUTHOR), Stein, Patrick1 (AUTHOR), Riebl, Veronika1 (AUTHOR), Leichenich, Timo1 (AUTHOR), Kauczor, Hans-Ulrich1,2 (AUTHOR), Schlamp, Kai1,3 (AUTHOR)
Source: Insights into Imaging. 5/27/2026, Vol. 17 Issue 1, p1-11. 11p.
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              Text: 5/27/2026
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