Implementation and Evaluation of Support Vector Machine-Based Models for Cancer Detection Using Multi-Omic Data: A Systematic Review
Zhina Mohamadi, Erfan Abtahi, Zahra Sadat Shayegh, Mehrafrin Ataei Kachouei, Amin Fakhar, Mohammad Mahdi Shirani, Mohammadhosein Malekian, Amir Zinatshoar, Mahdi Biglari, Fatemeh Rezaei, Armin ZarinKhat, Rozhina Mohammadi
This review evaluates SVM-based cancer detection models using multi-omic data, highlighting their potential but noting limitations in generalizability due to lack of external validation.
bioRxiv · Jul 10, 2025 · PreprintCell Biology