A new CNN architecture for efficient classification of ultrasound breast tumor images with activation map clustering based prediction validation. - Revathy Sivanandan; J. Jayakumari (Medical Biol. Eng. Comput., 2021)

Development of a Novel CNN Architecture for Improved Diagnosis from Liver Ultrasound Tumor Images. - Revathy Sivanandan; J. Jayakumari (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022)

Bayesian optimized novel CNN for improved diagnosis from ultrasound breast tumor images. - Revathy Sivanandan; J. Jayakumari (Multim. Tools Appl., 2023)