M. Alom

Detection and Segmentation of Brain Tumor from MRI Image Signal using a Two-stage Deep Learning Framework

Accurate detection and segmentation of brain tumors from magnetic resonance imaging (MRI) are essential for early diagnosis, treatment planning, and outcome monitoring in neuro-oncology. Manual assessment is labor-intensive, subjective, and prone to inter- and intra-observer variability, motivating the development of a...