Correlation between blood urea nitrogen/albumin levels and 30-day all-cause mortality in critically Ill patients with heart failure: a retrospective cohort study and predictive model development based on machine learning.
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| Title: | Correlation between blood urea nitrogen/albumin levels and 30-day all-cause mortality in critically Ill patients with heart failure: a retrospective cohort study and predictive model development based on machine learning. |
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| Authors: | Sun WT; Department of Integrated Cardiology, China-Japan Friendship Hospital, Beijing, China.; Beijing University of Chinese Medicine, Beijing, China., Chang PF; Beijing University of Chinese Medicine, Beijing, China.; Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing, China., Liu WH; Beijing University of Chinese Medicine, Beijing, China.; Department of Pain Management, China-Japan Friendship Hospital, Beijing, China., Liu B; Beijing University of Chinese Medicine, Beijing, China.; Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing, China., Wang WJ; Beijing University of Chinese Medicine, Beijing, China.; Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing, China., Wang XY; Beijing University of Chinese Medicine, Beijing, China.; Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing, China., Su H; Beijing University of Chinese Medicine, Beijing, China.; Department of Cardiovascular Medicine, Dongzhimen Hospital, Beijing, China., Tang Y; Department of Neurology, Hefei Hospital Affiliated to Anhui Medical University (The Second People's Hospital of Hefei), Hefei, China., Li TL; Department of Integrated Cardiology, China-Japan Friendship Hospital, Beijing, China. |
| Source: | Frontiers in cardiovascular medicine [Front Cardiovasc Med] 2025 Sep 05; Vol. 12, pp. 1600640. Date of Electronic Publication: 2025 Sep 05 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101653388 Publication Model: eCollection Cited Medium: Print ISSN: 2297-055X (Print) Linking ISSN: 2297055X NLM ISO Abbreviation: Front Cardiovasc Med Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2297-055X |
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| DOI: | 10.3389/fcvm.2025.1600640 |
