Detection of ovarian cancer using a methodology with feature extraction and selection with genetic algorithms and machine learning
Detection of ovarian cancer using a methodology with feature extraction and selection with genetic algorithms and machine learning
Samara Acosta-Jiménez,Miguel M. Mendoza-Mendoza,5 Authors,Roberto Solís-Robles
2024 · DOI: 10.1007/s13721-024-00497-8
Network Modeling Analysis in Health Informatics and Bioinformatics · 6 Citations
TLDR
The proposed methodology generated a promising model for early detection of ovarian cancer and demonstrated that it is possible to maintain high diagnostic accuracy using a reduced number of features, making the model more practical and applicable in clinical settings.