Addanki, J. and K, B. 2026. EvidSpine-Fusion: Registration-Free Cross-Modal State Space Fusion with Evidential Uncertainty for Trustworthy Early Detection of Spinal Cord Pathologies on Multi-Modal MRI and CT. International Journal of Artificial Intelligence and Machine Learning. 6, 10s (Sep. 2026), 917–930. DOI:https://doi.org/10.51483/IJAIML.6.10s.2026.917-930.