A review on 3D deformable image registration and its application in dose warping
Publication
, Journal Article
Xiao, H; Ren, G; Cai, J
Published in: Radiation Medicine and Protection
December 1, 2020
Deformable image registration (DIR) has been well explored in recent decades, and it is widely utilized in clinical tasks, especially dose warping. Nowadays, as deep learning (DL) develops rapidly, many DL-based methods were also applied in DIR. This paper reviews DL-based DIR methods in recent years and the application of DIR in dose warping. We collected and categorized the latest DL-based DIR studies. A thorough review of each category was presented, in which studies were discussed based on their supervision, advantage, and challenges. Then, we reviewed DIR-based dose warping and discussed its rationale, feasibility, successes, and difficulties. Lastly, we summarized the review on both parts and discussed their future development trend.
Duke Scholars
Published In
Radiation Medicine and Protection
DOI
EISSN
2666-5557
ISSN
2097-0439
Publication Date
December 1, 2020
Volume
1
Issue
4
Start / End Page
171 / 178
Citation
APA
Chicago
ICMJE
MLA
NLM
Xiao, H., Ren, G., & Cai, J. (2020). A review on 3D deformable image registration and its application in dose warping. Radiation Medicine and Protection, 1(4), 171–178. https://doi.org/10.1016/j.radmp.2020.11.002
Xiao, H., G. Ren, and J. Cai. “A review on 3D deformable image registration and its application in dose warping.” Radiation Medicine and Protection 1, no. 4 (December 1, 2020): 171–78. https://doi.org/10.1016/j.radmp.2020.11.002.
Xiao H, Ren G, Cai J. A review on 3D deformable image registration and its application in dose warping. Radiation Medicine and Protection. 2020 Dec 1;1(4):171–8.
Xiao, H., et al. “A review on 3D deformable image registration and its application in dose warping.” Radiation Medicine and Protection, vol. 1, no. 4, Dec. 2020, pp. 171–78. Scopus, doi:10.1016/j.radmp.2020.11.002.
Xiao H, Ren G, Cai J. A review on 3D deformable image registration and its application in dose warping. Radiation Medicine and Protection. 2020 Dec 1;1(4):171–178.
Published In
Radiation Medicine and Protection
DOI
EISSN
2666-5557
ISSN
2097-0439
Publication Date
December 1, 2020
Volume
1
Issue
4
Start / End Page
171 / 178