T. C. M. Daniel Nixon

Machine Learning-based Enhanced Hybrid Preprocessing and Segmentation Framework for SPIR-based Liver Images

Biomedical imaging modalities such as Spectral Pre-saturation with Inversion Recovery (SPIR) MRI frequently suffer from non-Gaussian Rician noise, spatial field inhomogeneities, and weak parenchymal boundaries. This paper presents a complete, automated computer-aided diagnostic (CAD) pipeline designed for real-time edg...