Enhancing X-ray Image Classification through Heterogeneous Federated Learning with Natural Image-Augmented Models

Research output: Journal article publication › Journal article › Academic research › peer-review

Original language	English
Journal	IEEE Transactions on Pattern Analysis and Machine Intelligence
DOIs	https://doi.org/10.1109/TPAMI.2026.3704679
Publication status	Accepted/In press - 17 Jun 2026

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@article{3e50b5f155ce48f5807189b8bad5af8b,

title = "Enhancing X-ray Image Classification through Heterogeneous Federated Learning with Natural Image-Augmented Models",

author = "Yao Hu and Yu-An Huang and Rui Liu and Xiaoming Xue and Yajie Zhang and Jibin Wu and Zhi-An Huang and Tan, \{Kay Chen\}",

year = "2026",

month = jun,

day = "17",

doi = "10.1109/TPAMI.2026.3704679",

language = "English",

journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",

issn = "0162-8828",

publisher = "IEEE Computer Society",

}

TY - JOUR

T1 - Enhancing X-ray Image Classification through Heterogeneous Federated Learning with Natural Image-Augmented Models

AU - Hu, Yao

AU - Huang, Yu-An

AU - Liu, Rui

AU - Xue, Xiaoming

AU - Zhang, Yajie

AU - Wu, Jibin

AU - Huang, Zhi-An

AU - Tan, Kay Chen

PY - 2026/6/17

Y1 - 2026/6/17

U2 - 10.1109/TPAMI.2026.3704679

DO - 10.1109/TPAMI.2026.3704679

M3 - Journal article

SN - 0162-8828

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

ER -