Self-supervised learning for graph-structured data in healthcare applications: A comprehensive review

Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa

Abstract: Highlights•This work provides a comprehensive review of Graph SSL methods in healthcare.•Focus on the challenges and opportunities of applying Graph SSL to healthcare.•Evaluate and compares the performance of different Graph SSL methods.•Outline promising future research directions for Graph SSL in healthcare.