A Time-Series Approach for Machine Learning-Based Patient-Specific Quality Assurance of Radiosurgery Plans [PDF]
Stereotactic radiosurgery (SRS) for multiple brain metastases can be delivered with a single isocenter and non-coplanar arcs, achieving highly conformal dose distributions at the cost of extreme modulation of treatment machine parameters.
Simone Buzzi +13 more
doaj +2 more sources
Patient-specific quality assurance of dynamically-collimated proton therapy treatment plans. [PDF]
AbstractBackgroundThe dynamic collimation system (DCS) provides energy layer‐specific collimation for pencil beam scanning (PBS) proton therapy using two pairs of orthogonal nickel trimmer blades. While excellent measurement‐to‐calculation agreement has been demonstrated for simple cube‐shaped DCS‐trimmed dose distributions, no comparison of ...
Bennett LC +16 more
europepmc +3 more sources
Feasibility study of structural similarity index for patient-specific quality assurance. [PDF]
AbstractBackgroundThe traditional gamma evaluation method combines dose difference (DD) and distance‐to‐agreement (DTA) to assess the agreement between two dose distributions. However, while gamma evaluation can identify the location of errors, it does not provide information about the type of errors.PurposeThe purpose of this study is to optimize and ...
Lee JC, Park HW, Kang YN.
europepmc +3 more sources
Therapeutic dose prediction using score-based diffusion model for pretreatment patient-specific quality assurance [PDF]
ObjectivesImplementing pre-treatment patient-specific quality assurance (prePSQA) for cancer patients is a necessary but time-consuming task, imposing a significant workload on medical physicists.
Xiuwen Yu +6 more
doaj +2 more sources
Evaluation of 2D ion chamber arrays for patient specific quality assurance using a static phantom at a 0.35 T MR-Linac [PDF]
Introduction: Patient specific quality assurance (QA) in MR-Linacs can be performed with MR-compatible ion chamber arrays. However, the presence of a static magnetic field can alter the angular response of such arrays substantially.
C. Katharina Renkamp +7 more
doaj +2 more sources
Prediction of three-dimensional dose distribution for patient-specific quality assurance based on log files using WingsNet [PDF]
Background This study aims to construct and train the WingsNet model, which leverages the parameters recorded in log files to rapidly and accurately predict the patient-specific three-dimensional (3D) dose distribution for IMRT quality assurance (QA ...
Ying Huang +13 more
doaj +2 more sources
Automated Patient-specific Quality Assurance for Automated Segmentation of Organs at Risk in Nasopharyngeal Carcinoma Radiotherapy [PDF]
Introduction Precision radiotherapy relies on accurate segmentation of tumor targets and organs at risk (OARs). Clinicians manually review automatically delineated structures on a case-by-case basis, a time-consuming process dependent on reviewer ...
Yixuan Wang MD +4 more
doaj +2 more sources
Statistical Process Control in Monitoring Radiotherapy Quality Assurance Program: An Institutional Experience. [PDF]
Introduction: Statistical process control (SPC) is a handy and powerful tool for monitoring quality assurance (QA) programs in radiotherapy. This study explains the institutional experience in monitoring weekly output constancy QA and patient-specific ...
Vysakh R +3 more
doaj +1 more source
Suitability Assessment of an Indigenous Heterogeneous Thoracic Phantom for Patient-Specific Quality Assurance in Radiotherapy [PDF]
Introduction: Patient-specific quality assurance (PSQA) assumes a vital role in precise and accurate radiation delivery to cancer patients. Since the patient body comprises heterogeneous media, the present study aimed to fabricate a heterogeneous ...
Vinod Gangwar +5 more
doaj +1 more source
Flexibility and efficiency in a radiotherapy department with different linear accelerators (linacs) can be improved if they are dosimetrically equivalent, and there is no need of plan or patient-specific quality assurance (PSQA) modification.
José Alejandro Rojas-López +1 more
doaj +1 more source

