Potential sex differences in longitudinal chest-radiograph signatures preceding heart failure in peritoneal dialysis patients

Abstract Background Heart failure (HF) is a leading cause of morbidity and mortality among individuals with kidney failure with replacement therapy (KFRT). Although biological sex influences cardiovascular disease, it remains unclear whether and how longitudinal chest radiograph (CXR) patterns befor...

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Principais autores:	Reiko Muto, Shintaro Oyama, Takahiro Imaizumi, Sosuke Fukui, Hangsoo Kim, Shoichi Maruyama, Masashi Mizuno
Formato:	Artigo
Idioma:	Inglês
Publicado:	BMC 2026-05-01
Series:	Renal Replacement Therapy
Assuntos:	Heart failure Kidney failure with replacement therapy Peritoneal dialysis Chest radiograph Artificial intelligence Grad-CAM
Acceso en liña:	https://doi.org/10.1186/s41100-026-00726-y
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