Crowdsourced Annotations as an Additional Form of Data Augmentation for CAD Development. - Appan K. Pujitha; Jayanthi Sivaswamy (ACPR, 2017)

Detection of neovascularization in retinal images using semi-supervised learning. - Appan K. Pujitha; Gamalapati S. Jahnavi; Jayanthi Sivaswamy (ISBI, 2017)

Retinal Image Synthesis for CAD Development. - Appan K. Pujitha; Jayanthi Sivaswamy (ICIAR, 2018)

Solution to overcome the sparsity issue of annotated data in medical domain. - Appan K. Pujitha; Jayanthi Sivaswamy (CAAI Trans. Intell. Technol., 2018)