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A systematic review of machine learning-based prognostic models for acute pancreatitis: Towards improving methods and reporting quality.

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Title: A systematic review of machine learning-based prognostic models for acute pancreatitis: Towards improving methods and reporting quality.
Authors: Critelli, Brian1 (AUTHOR), Hassan, Amier1 (AUTHOR), Lahooti, Ila2 (AUTHOR), Noh, Lydia3 (AUTHOR), Park, Jun Sung2 (AUTHOR), Tong, Kathleen2 (AUTHOR), Lahooti, Ali1 (AUTHOR), Matzko, Nathan1 (AUTHOR), Adams, Jan Niklas4 (AUTHOR), Liss, Lukas4 (AUTHOR), Quion, Justin5 (AUTHOR), Restrepo, David5 (AUTHOR), Nikahd, Melica6 (AUTHOR), Culp, Stacey6 (AUTHOR), Lacy-Hulbert, Adam7 (AUTHOR), Speake, Cate8 (AUTHOR), Buxbaum, James9 (AUTHOR), Bischof, Jason10 (AUTHOR), Yazici, Cemal11 (AUTHOR), Evans-Phillips, Anna12 (AUTHOR)
Source: PLoS Medicine. 2/24/2025, Vol. 22 Issue 2, p1-19. 19p.
Database: Academic Search Ultimate
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Description
ISSN:15491277
DOI:10.1371/journal.pmed.1004432