Attapong, C. 2025. A Survey of Methods and Architectures for Automatic Cervical Cancer Detection and Segmentation Using Sparsity-Aware Orthogonal Initialization in Deep Neural Network Classifiers. International Journal of Recent Advances in Engineering and Technology. 14, 2 (Dec. 2025), 315–322.