GPU-based biomedical image processing

Abstract

In this research study, the authors developed an adaptive method and algorithm for image pre-processing and models of convolutional neural networks for cytological and histological image classification. The computer experiments were conducted on the basis of central and graphics processors using CUDA technology. Histological and cytological images of breast precancerous and cancerous conditions were used to test pre-processing and classification algorithms.