1. Radio-opaque contrast agents for liver cancer targeting with KIM during radiation therapy (ROCK-RT): an observational feasibility study.
- Author
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Plant, Natalie, Mylonas, Adam, Sengupta, Chandrima, Nguyen, Doan Trang, Silvester, Shona, Pryor, David, Greer, Peter, Lee, Yoo Young, Ramachandran, Prabhakar, Seshadri, Venkatakrishnan, Trada, Yuvnik, Khor, Richard, Wang, Tim, Hardcastle, Nicholas, and Keall, Paul
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CONE beam computed tomography , *IMAGE-guided radiation therapy , *STEREOTACTIC radiotherapy , *COMPUTED tomography , *CONTRAST media - Abstract
Background: This observational study aims to establish the feasibility of using x-ray images of radio-opaque chemoembolisation deposits in patients as a method for real-time image-guided radiation therapy of hepatocellular carcinoma. Methods: This study will recruit 50 hepatocellular carcinoma patients who have had or will have stereotactic ablative radiation therapy and have had transarterial chemoembolisation with a radio-opaque agent. X-ray and computed tomography images of the patients will be analysed retrospectively. Additionally, a deep learning method for real-time motion tracking will be developed. We hypothesise that: (i) deep learning software can be developed that will successfully track the contrast agent mass on two thirds of cone beam computed tomography (CBCT) projection and intra-treatment images (ii), the mean and standard deviation (mm) difference in the location of the mass between ground truth and deep learning detection are ≤ 2 mm and ≤ 3 mm respectively and (iii) statistical modelling of study data will predict tracking success in 85% of trial participants. Discussion: Developing a real-time tracking method will enable increased targeting accuracy, without the need for additional invasive procedures to implant fiducial markers. Trial registration: Registered to ClinicalTrials.gov (NCT05169177) 12th October 2021. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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