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Will Transformers Change Gastrointestinal Endoscopic Image Analysis? A Comparative Analysis Between CNNs and Transformers, in Terms of Performance, Robustness and Generalization

Carolus H. J. Kusters,Tim J. M. Jaspers,Tim G. W. Boers,Martijn R. Jong,Jelmer B. Jukema,Kiki N. Fockens,Albert J. de Groof,Jacques J. Bergman,Fons van der Sommen,Peter H. N. De With

MEDICAL IMAGE ANALYSIS（2025）

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Key words
Endoscopic image analysis,Convolutional neural networks,Transformers,Robustness,Generalization
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