Identification of comorbidity-based clusters and mortality risk in hospitalised patients with diabetes mellitus in Karachi, Pakistan: a machine learning analysis.

Aziz N, Mahmood T, Bloomfield GS, Nasim Z, Samad Z, Imran H, Owais R, Ahmed A, Almas A

DOI: 10.1136/bmjopen-2025-106407
Published: 2026 Aug 31
Container: BMJ open
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1136/bmjopen-2025-106407,
  title = {Identification of comorbidity-based clusters and mortality risk in hospitalised patients with diabetes mellitus in Karachi, Pakistan: a machine learning analysis.},
  author = {Aziz N and Mahmood T and Bloomfield GS and Nasim Z and Samad Z and Imran H and Owais R and Ahmed A and Almas A},
  year = {2026},
  journal = {BMJ open},
  doi = {10.1136/bmjopen-2025-106407},
  url = {https://doi.org/10.1136/bmjopen-2025-106407}
}

RIS

TY  - JOUR
TI  - Identification of comorbidity-based clusters and mortality risk in hospitalised patients with diabetes mellitus in Karachi, Pakistan: a machine learning analysis.
AU  - Aziz N
AU  - Mahmood T
AU  - Bloomfield GS
AU  - Nasim Z
AU  - Samad Z
AU  - Imran H
AU  - Owais R
AU  - Ahmed A
AU  - Almas A
PY  - 2026
JO  - BMJ open
DO  - 10.1136/bmjopen-2025-106407
UR  - https://doi.org/10.1136/bmjopen-2025-106407
ER  -

APA

N, A., T, M., GS, B., Z, N., Z, S., H, I., R, O., A, A., & A, A. (2026). Identification of comorbidity-based clusters and mortality risk in hospitalised patients with diabetes mellitus in Karachi, Pakistan: a machine learning analysis.. BMJ open. https://doi.org/10.1136/bmjopen-2025-106407

Source records

pubmed · retrieved 2026-09-25T23:51:46.126Z