A machine learning-driven and explainable prediction model for in-hospital mortality in patients with diabetes mellitus and congestive heart failure: integrating XGBoost and SHAP approaches

Front Public Health. 2026 Oct 7;14:1951635. doi: 10.3389/fpubh.2026.1951635. eCollection 2026.ABSTRACTBACKGROUND: Patients with congestive heart failure (CHF) and type 2 diabetes mellitus (T2DM) are at elevated risk of in-hospital mortality, particularly in intensive care units (ICUs). Conventional

J Jingru Hu

Independent and joint associations of reported household chemical product use and overweight/obesity with cardiovascular disease among older adults in China: a national cross-sectional study

Front Nutr. 2026 Oct 7;13:1944461. doi: 10.3389/fnut.2026.1944461. eCollection 2026.ABSTRACTBACKGROUND: Household chemicals are common indoor exposures among older adults, but their association with cardiovascular disease (CVD) and whether the association varies according to body weight status remai

X Xiaojie Pan

Association between radiotherapy laterality and cardiovascular disease mortality in male breast cancer patients receiving postoperative radiotherapy: a competing risks analysis and standardized mortality ratio assessment using SEER data

Front Cardiovasc Med. 2026 Oct 7;13:1857560. doi: 10.3389/fcvm.2026.1857560. eCollection 2026.ABSTRACTBACKGROUND: The association between radiotherapy (RT) laterality and cardiovascular disease (CVD) mortality in male breast cancer (MBC) remains unknown. We evaluated whether left-sided RT confers hi

J Jia Si

Diagnostic accuracy of tongue diagnosis for stroke syndrome differentiation in traditional Chinese medicine: a systematic review, meta-analysis, and narrative synthesis of artificial intelligence-assisted models

Front Neurol. 2026 Oct 7;17:1874937. doi: 10.3389/fneur.2026.1874937. eCollection 2026.ABSTRACTBACKGROUND: Tongue examination is central to traditional Chinese medicine (TCM) syndrome differentiation after stroke, but its diagnostic accuracy has not been evaluated using contemporary diagnostic test

Y Yibo Huang