Data-driven phenotyping of infective endocarditis using unsupervised machine learning: toward a personalized approach.

Karaçam M, Cicek V, Kültürsay B, Erdem A, Üzel ST, Tuncer ŞB, Kovancı T, İgit F, Bulus Ç, Babaoğlu M, Bulut M, Usta ÖC, Tay B, Aslan ME, Yemiş MK, Öz A, Çınar T, Bagci U.

Open source

DOI: 10.1186/s12879-026-14119-3
Published: 2026-07-25
Container: BMC Infect Dis
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1186/s12879-026-14119-3,
  title = {Data-driven phenotyping of infective endocarditis using unsupervised machine learning: toward a personalized approach.},
  author = {Karaçam M and  Cicek V and  Kültürsay B and  Erdem A and  Üzel ST and  Tuncer ŞB and  Kovancı T and  İgit F and  Bulus Ç and  Babaoğlu M and  Bulut M and  Usta ÖC and  Tay B and  Aslan ME and  Yemiş MK and  Öz A and  Çınar T and  Bagci U.},
  year = {2026},
  journal = {BMC Infect Dis},
  doi = {10.1186/s12879-026-14119-3},
  url = {https://doi.org/10.1186/s12879-026-14119-3}
}

RIS

TY  - JOUR
TI  - Data-driven phenotyping of infective endocarditis using unsupervised machine learning: toward a personalized approach.
AU  - Karaçam M
AU  -  Cicek V
AU  -  Kültürsay B
AU  -  Erdem A
AU  -  Üzel ST
AU  -  Tuncer ŞB
AU  -  Kovancı T
AU  -  İgit F
AU  -  Bulus Ç
AU  -  Babaoğlu M
AU  -  Bulut M
AU  -  Usta ÖC
AU  -  Tay B
AU  -  Aslan ME
AU  -  Yemiş MK
AU  -  Öz A
AU  -  Çınar T
AU  -  Bagci U.
PY  - 2026
JO  - BMC Infect Dis
DO  - 10.1186/s12879-026-14119-3
UR  - https://doi.org/10.1186/s12879-026-14119-3
ER  -

APA

M, K., V, C., B, K., A, E., ST, Ü., ŞB, T., T, K., F, İ., Ç, B., M, B., M, B., ÖC, U., B, T., ME, A., MK, Y., A, Ö., T, Ç., & U., B. (2026). Data-driven phenotyping of infective endocarditis using unsupervised machine learning: toward a personalized approach.. BMC Infect Dis. https://doi.org/10.1186/s12879-026-14119-3

Source records

europe-pmc · retrieved 2026-11-10T13:44:45.934Z
doaj · retrieved 2026-11-10T13:44:45.914Z