Citation of this Article
Abdul Gather S, & Soranamageswari M. (2026). Self-Attention and State-Space Duality in 3D Medical
Segmentation: A Critical Algorithmic Review of Transformers, Mamba Architectures, Modernized ConvNets, and
Foundation Models. Journal of Research and Innovation in Technology, Commerce and Management, Vol. 3(Issue 10),
310001-310009. https://doi.org/10.5281/zenodo.23153194