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Generative AI enables medical image segmentation in ultra low-data regimes

Crossref DOI link: https://doi.org/10.1038/s41467-025-61754-6

Published Online: 2025-07-14

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Li

Jindal, Basu

Alaa, Ahmed https://orcid.org/0000-0001-9936-7141
Weinreb, Robert https://orcid.org/0000-0001-9553-3202
Wilson, David https://orcid.org/0000-0002-2635-7468
Segal, Eran https://orcid.org/0000-0002-6859-1164
Zou, James https://orcid.org/0000-0001-8880-4764
Xie, Pengtao https://orcid.org/0000-0003-0521-174X
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Text and Data Mining valid from 2025-07-14

Version of Record valid from 2025-07-14
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Article History

Received: 25 October 2024

Accepted: 1 July 2025

First Online: 14 July 2025

Competing interests

: E.S. is a paid consultant to Pheno.AI, Ltd. The other authors declare no competing interests.