Semi-Supervised Few-Shot Learning with Local and Global Consistency. - Ahmed Ayyad; Nassir Navab; Mohamed Elhoseiny; Shadi Albarqouni (CoRR, 2019)

Semi-Supervised Few-Shot Learning with Prototypical Random Walks. - Ahmed Ayyad; Yuchen Li 010; Raden Muaz; Shadi Albarqouni; Mohamed Elhoseiny (MetaDL@AAAI, 2021)

A Data-Centric Approach for Segmenting the Aortic Vessel Tree: A Solution to SEG.A. Challenge 2023 Segmentation Task. - Ayman El-Ghotni; Mohamed Nabil; Hossam El-Kady; Ahmed Ayyad; Amr Nasr (SEG.A@MICCAI, 2023)