The purpose of this study is to evaluate the performance of an adaptive gating method, which is designed to accommodate the beam-to-beam and day-to-day variation of the internal/external correlation, as well as the real tumor position during respiratory-gated fractionated radiotherapy. We define a two-step procedure: (1) before each treatment, target positions are detected and synchronized with an external surrogate for establishing the internal/external correlation model and determining the position of the gating window, and then (2) during the delivery of the treatment beam, the gating is triggered by an external signal based on the updated internal/external correlation and window position. This correlation is described by a linear-quadratic model including a time shift between the internal and external signals. To simulate the proposed method, data of tumor motion in the superior-inferior direction synchronized with an external surrogate during hypo-fractionated radiotherapy from five lung patients are analyzed retrospectively. Duty cycle (DC), target coverage (TC) and the average distance (AD) between the internal target position and the edge of the gating window for all false positives are calculated as evaluative criteria. Under a 5 mm gating window, the average TC is 88.9%, with a DC around 45% and a mean AD of 0.7 mm. A daily update is also simulated for comparison, and it is found that beam-to-beam updating is superior. In conclusion, the combined updating of internal/external correlation and the gating window for each beam can improve the accuracy and reliability of respiratory-gated radiotherapy.
Download full-text PDF |
Source |
---|---|
http://dx.doi.org/10.1088/0031-9155/57/9/N145 | DOI Listing |
Clin Orthop Relat Res
December 2024
Department of Orthopedics, University of Colorado School of Medicine, Aurora, CO, USA.
BMC Musculoskelet Disord
December 2024
Sports Medicine Center, West China Hospital, Sichuan University, Chengdu, China.
Background: Traditional examinations of anterior cruciate ligament (ACL) injuries focus primarily on static assessments and lack the ability to evaluate dynamic knee stability. Hence, a dynamic scoring system for knee function is needed in clinical settings. This study aimed to propose a dynamic scoring system based on a large sample of normative six-degree-of-freedom (6-DOF) knee kinematics during gait, and validate its correlation with conventional outcome measurements in assessing ACL-injured knees.
View Article and Find Full Text PDFMed Phys
December 2024
Department of Energy Engineering and Physics, Amirkabir University of Technology, Tehran, Iran.
Background: Respiratory motion is a challenge for accurate radiotherapy that may be mitigated by real-time tracking. Commercial tracking systems utilize a hybrid external-internal correlation model (ECM), integrating continuous external breathing monitoring with sparse X-ray imaging of the internal tumor position.
Purpose: This study investigates the feasibility of using the next generation reservoir computing (NG-RC) model as a hybrid ECM to transform measured external motions into estimated 3D internal motions.
J Spinal Cord Med
November 2024
Transplant Research Centre, Shiraz University of Medical Sciences, Shiraz, Iran.
Background: Spinal cord injuries (SCIs) are major sources of socioeconomic burdens and are still rising globally. SCIs also cause several personal sufferings in both physical and psychological aspects. Individuals' reactions following a traumatic incident can vary based on the severity and nature of the damage, as well as their psychological dispositions.
View Article and Find Full Text PDFJ Biomech
November 2024
Sports Medicine Institute, Hospital for Special Surgery, 535 East 70(th) St, New York, NY 10021, United States.
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!