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MetAssist 2.0: A Generalizable Artificial Intelligence Framework for Lymph Node Metastasis Detection Across Multiple Cancer Types.

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第一作者： Javier,Garcia-Baroja

第一单位： Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland; Department of Digital Medicine, University of Bern, Bern, Switzerland.

作者： Javier,Garcia-Baroja ^[1] ; Bastian,Dislich ^[2] ; Philipp,Zens ^[3] ; Branislav,Zagrapan ^[2] ; Fammi Maria,Parokkaran ^[4] ; Léo,Wütschert ^[4] ; Synes Elias,Weber ^[4] ; Lucine,Christe ^[4] ; Christina,Neppl ^[5] ; Tilman,Rau ^[5] ; Aurel,Perren ^[2] ; Yuri,Tolkach ^[6] ; Inti,Zlobec ^[7] ; Amjad,Khan ^[8]

作者单位： Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland; Department of Digital Medicine, University of Bern, Bern, Switzerland. ^[1] Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Department of Digital Medicine, University of Bern, Bern, Switzerland. ^[2] Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Graduate School for Health Sciences, University of Bern, Bern, Switzerland. ^[3] Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland. ^[4] Institute of Pathology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany. ^[5] Institute of Pathology, University Hospital Cologne, Cologne, Germany. ^[6] Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Department of Digital Medicine, University of Bern, Bern, Switzerland. Electronic address: inti.zlobec@unibe.ch. ^[7] Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland; Department of Digital Medicine, University of Bern, Bern, Switzerland. Electronic address: amjad.khan@unibe.ch. ^[8]

关键词 MetAssist artificial intelligence cancer staging computational pathology cross-cancer validation lymph node metastasis

DOI 10.1016/j.modpat.2026.101003

PMID 41997560

发布时间 2026-05-13

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