Distinct clinical phenotypes in acute heart failure identified by unsupervised clustering: a nationwide registry-based study.

Park BE, Yang DH, Kim EJ, Han SW, Park SM, Kim HS, Lee JH, Ahn HS, Shin MS, Cho HJ, Park JR, Jeong JO, Hyun J, Choi JO, Yoo BS, Kang SM, Choi DJ

Open source

DOI: 10.3389/fcvm.2026.1862519
Published: 2026
Container: Frontiers in cardiovascular medicine
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/fcvm.2026.1862519,
  title = {Distinct clinical phenotypes in acute heart failure identified by unsupervised clustering: a nationwide registry-based study.},
  author = {Park BE and Yang DH and Kim EJ and Han SW and Park SM and Kim HS and Lee JH and Ahn HS and Shin MS and Cho HJ and Park JR and Jeong JO and Hyun J and Choi JO and Yoo BS and Kang SM and Choi DJ},
  year = {2026},
  journal = {Frontiers in cardiovascular medicine},
  doi = {10.3389/fcvm.2026.1862519},
  url = {https://doi.org/10.3389/fcvm.2026.1862519}
}

RIS

TY  - JOUR
TI  - Distinct clinical phenotypes in acute heart failure identified by unsupervised clustering: a nationwide registry-based study.
AU  - Park BE
AU  - Yang DH
AU  - Kim EJ
AU  - Han SW
AU  - Park SM
AU  - Kim HS
AU  - Lee JH
AU  - Ahn HS
AU  - Shin MS
AU  - Cho HJ
AU  - Park JR
AU  - Jeong JO
AU  - Hyun J
AU  - Choi JO
AU  - Yoo BS
AU  - Kang SM
AU  - Choi DJ
PY  - 2026
JO  - Frontiers in cardiovascular medicine
DO  - 10.3389/fcvm.2026.1862519
UR  - https://doi.org/10.3389/fcvm.2026.1862519
ER  -

APA

BE, P., DH, Y., EJ, K., SW, H., SM, P., HS, K., JH, L., HS, A., MS, S., HJ, C., JR, P., JO, J., J, H., JO, C., BS, Y., SM, K., & DJ, C. (2026). Distinct clinical phenotypes in acute heart failure identified by unsupervised clustering: a nationwide registry-based study.. Frontiers in cardiovascular medicine. https://doi.org/10.3389/fcvm.2026.1862519

Source records

pubmed · retrieved 2026-09-26T10:52:40.165Z