Describes methods for identification and segmentation of several abdominal and thoracic landmarks to assist in the segmentation of neuroblastic tumors in pediatric CT images. This work also describes methods to identify and segment automatically the peripheral artifacts and tissues, the rib structure, the vertebral column and the spinal canal.