Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN). - S. Akila Agnes; J. Anitha 004; S. Immanuel Alex Pandian; J. Dinesh Peter (J. Medical Syst., 2020)

Automatic lung segmentation in low-dose chest CT scans using convolutional deep and wide network (CDWN). - S. Akila Agnes; J. Anitha 004; J. Dinesh Peter (Neural Comput. Appl., 2020)

An efficient multilevel color image thresholding based on modified whale optimization algorithm. - J. Anitha 004; S. Immanuel Alex Pandian; S. Akila Agnes (Expert Syst. Appl., 2021)

Two-stage lung nodule detection framework using enhanced UNet and convolutional LSTM networks in CT images. - S. Akila Agnes; J. Anitha 004; A. Arun Solomon (Comput. Biol. Medicine, 2022)

Identification of High Energy Gamma Particles From the Cherenkov Gamma Telescope Data Using a Deep Learning Approach. - K. Karthick; S. Akila Agnes; S. Sendil Kumar; Sultan Alfarhood; Mejdl S. Safran (IEEE Access, 2024)

Wavelet U-Net++ for accurate lung nodule segmentation in CT scans: Improving early detection and diagnosis of lung cancer. - S. Akila Agnes; A. Arun Solomon; K. Karthick (Biomed. Signal Process. Control., 2024)

Edge-Enhanced Feature Pyramid SwinUNet: Advanced Segmentation of Lung Nodules in CT Images. - S. Akila Agnes; A. Arun Solomon; K. Karthick; Mejdl S. Safran; Sultan Alfarhood (IET Image Process., 2025)