Interpretable machine learning model based on multimodal ultrasound for bedside diagnosis of acute exacerbations in COPD

Authors

Xinying Jia (ORCID: https://orcid.org/0000-0003-0133-8321)
Yu Xin (ORCID: https://orcid.org/0000-0002-2945-6461)
Liangkai Wang
Yujin Zheng
Bo Zhang (ORCID: https://orcid.org/0000-0003-3389-5018)
Hui Liu (ORCID: https://orcid.org/0000-0001-5513-1970)
Yang Li (ORCID: https://orcid.org/0000-0003-1311-0789)
Huilin Li (ORCID: https://orcid.org/0000-0002-8288-7068)
Zhe Sun (ORCID: https://orcid.org/0009-0006-4152-0063)
Jiaojiao Ma (ORCID: https://orcid.org/0000-0001-9731-3529)

Institutions

Academy of Medical Sciences (GB)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
China-Japan Friendship Hospital (CN)
National Clinical Research (US)
Beijing University of Chemical Technology (CN)

Publication Details

Journal: Respiratory Research
Published: 2025-11-28
DOI: https://doi.org/10.1186/s12931-025-03411-6
Primary Topic: Ultrasound in Clinical Applications
Type: article
Field-Weighted Citation Impact: 0.00

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article

Interpretable machine learning model based on multimodal ultrasound for bedside diagnosis of acute exacerbations in COPD

Xinying Jia, Yu Xin, Liangkai Wang, Yujin Zheng et al.

Nov 28, 2025

Respiratory Research

Ultrasound in Clinical Applications

article

Interpretable machine learning model based on multimodal ultrasound for bedside diagnosis of acute exacerbations in COPD

Xinying Jia, Yu Xin, Liangkai Wang, Yujin Zheng, Bo Zhang, Hui Liu, Yang Li, Huilin Li, Zhe Sun, Jiaojiao Ma

November 28, 2025article en

Abstract

No abstract available for this paper.

Respiratory ResearchVol. 26(1)

Academy of Medical Sciences (GB), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), China-Japan Friendship Hospital (CN), National Clinical Research (US), Beijing University of Chemical Technology (CN)

Openalex Percentile: Top 55%

Ultrasound in Clinical Applications

DOI Open Access PDF OpenAlex

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Interpretable machine learning model based on multimodal ultrasound for bedside diagnosis of acute exacerbations in COPD — Xinying Jia, Yu Xin, et al. · Respiratory Research (2025) | TGRS Research Map | TGRS