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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Muhammad Faqih

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Open access Jul 2026

Endoscopic Image Classification Using ConvNeXt for GERD and Polyp Identification

The proposed framework establishes a reliable and lightweight baseline for automated gastrointestinal disease detection and demonstrates that ConvNeXt-Tiny effectively captures disease-relevant visual patterns in endoscopic images while maintaining consistent performance across varying training conditions.

Muhammad Faqih, O. Q. Aziz, Ajib Hanani · 0 citations

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