Pulmonary abnormality screening on chest x-rays from different machine specifications: a generalized AI-based image manipulation pipeline

Abstract Background Chest x-ray is commonly used for pulmonary abnormality screening. However, since the image characteristics of x-rays highly depend on the machine specifications, an artificial intelligence (AI) model developed for specific equipment usually fails when clinically applied to variou...

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Bibliografiske detaljer

Principais autores:	Heejun Shin, Taehee Kim, Juhyung Park, Hruthvik Raj, Muhammad Shahid Jabbar, Zeleke Desalegn Abebaw, Jongho Lee, Cong Cung Van, Hyungjin Kim, Dongmyung Shin
Format:	Artigo
Sprog:	Inglês
Udgivet:	SpringerOpen 2023-11-01
Serier:	European Radiology Experimental
Fag:	Artificial intelligence Chest radiography Computer-aided classification Deep learning Image postprocessing (computer-assisted)
Online adgang:	https://doi.org/10.1186/s41747-023-00386-1
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