Original ResearchPublished 9 September 2026Multi-stage generative enhancement and foundation model framework for automated dental implant identification: assessing the preprocessing paradoxVeena Benakatti · Ramesh P. Nayakar · Mallikarjun AnandhalliFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1911640