Prognostic Features for Overall Survival in Male Diabetic Patients Undergoing Hemodialysis Using Elastic Net Penalized Cox Regression; A Machine Learning Approach
Anemia, hypotension, hyperkalemia, having central venous catheter (CVC) as vascular access, a longer dialysis duration in each session, lower BMI and HDL-C were associated with lower mortality in MDHD patients.
Authors
- Razieh Sadat Mousavi‐Roknabadi (ORCID: https://orcid.org/0000-0001-9483-8848)
- Vahid Ebrahimi (ORCID: https://orcid.org/0000-0002-4203-3957)
- Seyed Rouhollah Hosseini-Marvast (ORCID: https://orcid.org/0000-0001-6325-6327)
- Robab Sadegh (ORCID: https://orcid.org/0000-0002-2163-8834)
- Mojtaba Mokdad
- Mehrdad Sharifi (ORCID: https://orcid.org/0000-0002-1391-1968)
- Afsaneh Dehbozorgi (ORCID: https://orcid.org/0000-0003-0469-5527)
Institutions
- Gomel State Medical University (BY)
- Shiraz University of Medical Sciences (IR)
Publication Details
- Journal
- Archives of Iranian Medicine
- Published
- 2024-12-30
- DOI
- https://doi.org/10.34172/aim.27746
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Shiraz University of Medical Sciences
- Shiraz University