首页|期刊导航|大数据挖掘与分析(英文版)|A Multi-Branch Dual Residual Attention CNN Model for Pediatric Pneumonia Classification

A Multi-Branch Dual Residual Attention CNN Model for Pediatric Pneumonia ClassificationOA

A Multi-Branch Dual Residual Attention CNN Model for Pediatric Pneumonia Classification

Xiaokang Wang;Jiale Yu;Yi Lin;Biyuan Yao;Zhao Qiu;Yuefu Zhan;Jing Chen;Xu Zhang

School of Computer Science and Technology,Hainan University,Haikou 570228,ChinaSchool of Computer Science and Technology,Hainan University,Haikou 570228,ChinaHainan Women and Children's Medical Center,Haikou 570206,ChinaSchool of Computer Science and Technology,Hainan University,Haikou 570228,ChinaSchool of Computer Science and Technology,Hainan University,Haikou 570228,ChinaThe Third People's Hospital of Longgang District Shenzhen,Shenzhen 518115,China||The Seventh People's Hospital of Chongqing,Chongqing 400054,China||Hainan Medical University,Haikou 571199,China||Longgang Institute of Medical Imaging,Shantou University Medical College,Shenzhen 518116,ChinaSchool of Computer Science and Technology,Hainan University,Haikou 570228,ChinaSchool of Computer Science and Technology,Hainan University,Haikou 570228,China

pediatric pneumoniaChest X-Ray(CXR)imageConvNeXtmulti-scale feature fusionattention mechanism

pediatric pneumoniaChest X-Ray(CXR)imageConvNeXtmulti-scale feature fusionattention mechanism

《大数据挖掘与分析(英文版)》 2026 (1)

160-177,18

This work was supported by Hainan Province Clinical Medical Center(No.QWYH202175),the Key Project of Education Department of Hainan Province(No.Hnky2023ZD-9),the Shenzhen Longgang District Innovation and Technology Special Fund(No.LGWJ2023-120),the Natural Science Foundation of Chongqing,China(No.CSTB2024NSCQ-MSX0314),the Hainan Provincial Natural Science Foundation of China(No.625QN269),and the National Natural Science Foundation of China(No.62262014).

10.26599/BDMA.2025.9020066

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