Human-in-the-Loop Active Learning for Real-Time Endoscopic Diagnostics on Edge Devices. - Shabir Ahmad; Sheeraz Ahmad; Sujeong Kim; Behraj Khan; Tahir Qasim Syed; Junwon Chung (EMA4MICCAI, 2025)