Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework. - Jannatul Nayem; Sayed Sahriar Hasan; Noshin Amina; Bristy Das; Md Shahin Ali; Md. Manjurul Ahsan; Shivakumar Raman (CoRR, 2023)