PanMETAI - a high performance tabular foundation model for accurate pancreatic cancer diagnosis via NMR metabolomics.

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Title: PanMETAI - a high performance tabular foundation model for accurate pancreatic cancer diagnosis via NMR metabolomics.
Authors: Wu DN; Institute of Biochemical Sciences, National Taiwan University, Taipei, Taiwan.; Chemical Biology and Molecular Biophysics Program, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan.; Genomics Research Center, Academia Sinica, Taipei, Taiwan.; Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan., Jen J; Institute of Chemistry, Academia Sinica, Taipei, Taiwan., Fajiculay E; Institute of Chemistry, Academia Sinica, Taipei, Taiwan., Hsu MF; Genomics Research Center, Academia Sinica, Taipei, Taiwan., Chang MC; Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Yeh JC; Institute of Chemistry, Academia Sinica, Taipei, Taiwan.; Department of Chemistry, National Taiwan University, Taipei, Taiwan., Sargsyan K; Institute of Chemistry, Academia Sinica, Taipei, Taiwan., Kupcinskas J; Institute for Digestive Research, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania.; Department of Gastroenterology, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania., Skieceviciene J; Institute for Digestive Research, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania.; Department of Gastroenterology, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania., Steponaitiene R; Institute for Digestive Research, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania., Morkunas E; Institute for Digestive Research, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania.; Department of Gastroenterology, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania., Gedgaudiene G; Institute for Digestive Research, Academy of Medicine, Lithuanian University of Health Sciences, Kaunas, Lithuania., Hsu CP; Institute of Chemistry, Academia Sinica, Taipei, Taiwan. cherri@as.edu.tw.; Division of Physics, National Center for Theoretical Sciences, Taipei, Taiwan. cherri@as.edu.tw.; Genome and Systems Biology Degree Program, Academia Sinica and National Taiwan University, Taipei, Taiwan. cherri@as.edu.tw., Chang YT; Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan. yutingchang@ntu.edu.tw.; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan. yutingchang@ntu.edu.tw.; National Taiwan University Hospital Hsin-Chu Branch, Hsinchu County, Taiwan. yutingchang@ntu.edu.tw., Hu CM; Genomics Research Center, Academia Sinica, Taipei, Taiwan. CMHU1220@as.edu.tw.
Source: Nature communications [Nat Commun] 2026 Feb 13; Vol. 17 (1), pp. 1595. Date of Electronic Publication: 2026 Feb 13.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2041-1723
DOI:10.1038/s41467-026-69426-9