Mortality Prediction in Patients With Breast Cancer by Artificial Neural Network Model and Elastic Net Regression
The sensitivity and AUC of the ANN model were higher than those of the elastic net regression, but the specificity, accuracy, precision, and F1-score of the elastic net were higher than those of the ANN. According to the purpose of the study, two models can be used simultaneously. Based on the results of models, morphology, tumor differentiation, and age had a greater effect on death.
Authors
- Ali Karamoozian (ORCID: https://orcid.org/0000-0002-1677-2852)
- Abbas Bahrampour (ORCID: https://orcid.org/0000-0002-8950-2925)
- Aryan Esmaeili (ORCID: https://orcid.org/0009-0008-2342-1314)
Institutions
- Kerman University of Medical Sciences (IR)
Publication Details
- Journal
- Journal of Research in Health Sciences
- Published
- 2024-12-25
- DOI
- https://doi.org/10.34172/jrhs.2025.173
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Kerman University of Medical Sciences