Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network.

CONCLUSION: We proposed a sMRI-aided multi-organ automatic segmentation method on pelvic CT images. By integrating deep attention and deep supervision strategy, the proposed network provides accurate and consistent prostate, bladder and rectum segmentation, and has the potential to facilitate routine prostate-cancer radiotherapy treatment planning.
PMID: 31630868 [PubMed - as supplied by publisher]

Source: Radiotherapy and Oncology : journal of the European Society for Therapeutic Radiology and Oncology - October 16, 2019 Category: Radiology Authors: Dong X, Lei Y, Tian S, Wang T, Patel P, Curran WJ, Jani AB, Liu T, Yang X Tags: Radiother Oncol Source Type: research