A Multisite Fusion‐Based Deep Convolutional Neural Network for Classification of <scp><i>Helicobacter pylori</i></scp> Infection Status Using Endoscopic Images: A Multicenter Study
The DCNN model, crafted through a voting-based multisite fusion, displayed stellar performance, excelling in the classification of Hp infection status into uninfected and currently infected.
Authors
- Haitao Shi (ORCID: https://orcid.org/0000-0001-7138-277X)
- Jianqun Liang
- Bin Qin (ORCID: https://orcid.org/0000-0003-0919-2945)
- Hanhua Zhang (ORCID: https://orcid.org/0009-0007-9509-6250)
- Quan Hao (ORCID: https://orcid.org/0000-0002-9642-0514)
- Yuan Gao (ORCID: https://orcid.org/0000-0002-2140-0092)
- Baicang Zou (ORCID: https://orcid.org/0000-0002-1452-2286)
- Yun Huang (ORCID: https://orcid.org/0000-0001-5950-9168)
- Xiaojing Quan (ORCID: https://orcid.org/0000-0002-1020-6657)
- Duwei Dai (ORCID: https://orcid.org/0000-0001-6351-4840)
- Lu Li (ORCID: https://orcid.org/0000-0003-1704-3480)
- Jiantao Zhang (ORCID: https://orcid.org/0000-0002-0064-0222)
- Jie Wu (ORCID: https://orcid.org/0000-0003-4028-6173)
- Changxin Chen (ORCID: https://orcid.org/0000-0002-5444-4921)
- Yali Lei (ORCID: https://orcid.org/0009-0009-0393-2595)
- Jia Wang (ORCID: https://orcid.org/0009-0000-6029-2242)
- Y X Zheng (ORCID: https://orcid.org/0009-0003-2808-551X)
- Yu Wang (ORCID: https://orcid.org/0009-0005-0661-311X)
Institutions
- Fujian Medical University (CN)
- Kunming Medical University (CN)
- Flower Hospital (US)
- Xian Central Hospital (CN)
- Xi'an Honghui Hospital (CN)
- Xi'an Medical University (CN)
- Ankang City Central Hospital (CN)
- Weinan Central Hospital (CN)
- Second Affiliated Hospital of Xi'an Jiaotong University (CN)
- Second Affiliated Hospital of Fujian Medical University (CN)
- Xi’an Children’s Hospital (CN)
- Yan'an Hospital Affiliated To Kunming Medical University (CN)
- Baoji City Central Hospital (CN)
- Xi'an Jiaotong University (CN)
Publication Details
- Journal
- Journal of Gastroenterology and Hepatology
- Published
- 2025-07-19
- DOI
- https://doi.org/10.1111/jgh.70004
- Primary Topic
- Helicobacter pylori-related gastroenterology studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00