Abstract
A clustering technique was adapted to identify the bone marrow pixels and morphological operations were employed to refine the segmentation mask. The qualitative analysis performed by experienced radiologists shows promising results. The proposed segmentation pipeline allows accurate and fast annotation of the whole-body bone marrow in multiple myeloma patients, achieving an IoU of 0.79±0.05 on the available cohort with femur bone annotations.