Three-Model Pipeline Catches Clinical Drug Interaction Conflicts

Developer @MaziyarPanahi turned a joke into a real clinical workflow: GLiNER extracts drug entities, DeBERTa detects contradictory statements, and a rules engine blocks conflicts, achieving fail-closed safety in about 0.79 seconds.

2026-09-21 ~ 2026-09-21 · 3 related posts

• A fail-closed clinical data workflow chaining GLiNER, DeBERTa and Jev to block medication conflicts — MaziyarPanahi · 2026-09-21
• Chaining GLiNER, DeBERTa and rules to block clinical conflicts in 0.79s — MaziyarPanahi · 2026-09-21
• Dev builds fail-closed clinical workflow with GLiNER, DeBERTa and Jev — MaziyarPanahi · 2026-09-21