AI & ML interests
Clinical NLP and medical AI for resource-limited settings. We build verification-first, locally-deployable models: clinical natural language inference (DeBERTa-based MedNLI), ECG signal classification, and zero-hallucination clinical decision support. Our research focus: knowledge-growth over parameter-scaling, single-GPU training efficiency, calibration and selective prediction for safe clinical deployment. Independent AI lab — Kirkuk, Iraq.
Sam-AI-Lab 's models
None public yet