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Early prediction of bronchopulmonary dysplasia in preterm infants using chest X-rays through a comparative analysis of 13 CNN models across different post-birth days

Crossref DOI link: https://doi.org/10.1007/s10791-025-09519-z

Published Online: 2025-03-26

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ali, Md Anas

Maeda, Ryunosuke

Fujita, Daisuke

Miyahara, Naoyuki

Namba, Fumihiko

Kobashi, Syoji
Funding

Funding for this research was provided by:

Ministry of Health, Labour and Welfare (21FC1003)

Ministry of Health, Labour and Welfare (21FC1003)

Ministry of Health, Labour and Welfare (21FC1003)
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Text and Data Mining valid from 2025-03-26

Version of Record valid from 2025-03-26
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Article History

Received: 26 August 2024

Accepted: 17 March 2025

First Online: 26 March 2025

Declarations

:

: The Ethical approval for the research methodology and the X-ray image collection was obtained from the ethics committees of the Graduate School of Engineering, University of Hyogo, and Saitama Medical Center, Saitama Medical School, Japan, respectively. Informed consent was obtained from the parents or legal guardians of the neonates prior to their participation in the study.

: The authors declare no competing interests.

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