Publications by authors named "Siu-Ki Yu"

Article Synopsis
  • This study investigated the use of MR-guided radiotherapy (MRgRT) for prostate cancer patients who had undergone surgery, focusing on its clinical outcomes and patient tolerability.
  • A total of 30 patients received adaptive MRgRT and were monitored for progression-free survival (PFS) and adverse events over an average follow-up period of around 32 months.
  • The results indicated high PFS rates (96.4% at 2 years, 78.8% at 3 years) and low rates of significant side effects, suggesting MRgRT is effective and well-tolerated in this patient group.
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Purpose: Diffusion-weighted imaging (DWI) holds promise for image-guided radiotherapy (MRgRT) in prostate cancer. However, challenges persist due to image distortion, artifacts, and apparent diffusion coefficient (ADC) reproducibility issues. This study aimed to assess DWI image quality and ADC reproducibility on both a 1.

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Article Synopsis
  • - This study explored the use of adaptive MR-guided stereotactic body radiation therapy (MRgSBRT) with a rectal spacer in treating localized prostate cancer, focusing on 1-year clinical outcomes from 34 patients.
  • - Results indicated significant improvements in target coverage and reduced rectal toxicity in patients using the spacer compared to those who did not, with most side effects being mild and manageable.
  • - The findings suggest that MRgSBRT combined with a rectal spacer is well-tolerated, as evidenced by stable patient-reported bowel health and low gastroinestinal side effects over a 1-year follow-up.
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Background And Purpose: TomoEDGE is an advanced technology for TomoTherapy treatment delivery by introducing a sliding-window dynamic jaw motion. The front and back jaws move independently at the start and end of a target volume along the longitudinal couch direction to reduce the undesired dose to the normal tissues. The accuracy of field width is essential to treatment delivery in this regard.

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Background: The use of synthetic computed tomography (CT) for radiotherapy treatment planning has received considerable attention because of the absence of ionizing radiation and close spatial correspondence to source magnetic resonance (MR) images, which have excellent tissue contrast. However, in an MR-only environment, little effort has been made to examine the quality of synthetic CT images without using the original CT images.

Purpose: To estimate synthetic CT quality without referring to original CT images, this study established the relationship between synthetic CT uncertainty and Bayesian uncertainty, and proposed a new Bayesian deep network for generating synthetic CT images and estimating synthetic CT uncertainty for MR-only radiotherapy treatment planning.

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MR-guided radiotherapy (MRgRT) is one of the most significant advances in radiotherapy in recent years. The hybrid systems were designed to visualize patient anatomical and physiological changes during the course of radiotherapy, enabling more precise treatment. However, before MR-linacs reach their full potential in delivering safe and accurate treatments to patients, the radiotherapy team must understand how a magnetic field alters the dosimetric properties of the radiation beam and its potential impact on treatment quality and clinical outcomes.

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Background: The objective was to investigate the change in segmentation error of Radixact Synchrony lung treatment after its kV imaging system was upgraded from Generation 1 to Generation 2 in the ClearRT™ installation.

Materials And Methods: Radixact Lung Synchrony plans were created for the Model 18023 Xsight Lung Tracking "XLT" Phantom combined with different lung target inserts with densities of 0.280, 0.

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Purpose: To investigate the potential value of MRI radiomics obtained from a 1.5 T MRI-guided linear accelerator (MR-LINAC) for D'Amico high-risk prostate cancer (PC) classification in MR-guided radiotherapy (MRgRT).

Methods: One hundred seventy-six consecutive PC patients underwent 1.

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Purpose: Determination of reliable change of radiomics feature over time is essential and vital in delta-radiomics, but has not yet been rigorously examined. This study attempts to propose a methodological approach using reliable change index (RCI), a statistical metric to determine the reliability of quantitative biomarker changes by accounting for the baseline measurement standard error, in delta-radiomics. The use of RCI was demonstrated with the MRI data acquired from a group of prostate cancer (PCa) patients treated by 1.

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The introduction of online motion synchronizing system on helical tomotherapy paves way for robust motion tracking. A recent upgrade launches modifications on both hardware and software of the kV tracking system. An evaluation on the kV subsystems, prior (Version1) and post upgrade (Version2), was performed to compare tracking accuracy by means of fiducial tracking error and resulted root-mean-square (RMS).

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A helical fan-beam kilovoltage computed tomography (kVCT) was recently introduced into Tomotherapy units. This study aims to share the initial experience of kVCT in clinical workflow, compare its performance with that of the existing megavoltage computed tomography (MVCT), and explore its potential in adaptive planning. We retrospectively enrolled 23 patients who underwent both MVCT and kVCT scans.

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Background: Conventionally fractionated whole-pelvic nodal radiotherapy (WPRT) improves clinical outcome compared to prostate-only RT in high-risk prostate cancer (HR-PC). MR-guided stereotactic body radiotherapy (MRgSBRT) with concomitant WPRT represents a novel radiotherapy (RT) paradigm for HR-PC, potentially improving online image guidance and clinical outcomes. This study aims to report the preliminary clinical experiences and treatment outcome of 1.

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Purpose: The Synchrony tracking system of Radixact is capable of real-time tumor tracking by building a correlation model between external light-emitting diodes on the patient's chest and an internal marker. A phase shift between the chest wall and a lung tumor has been reported. Hence, this study focused on evaluating the accuracy of the tracking system, especially under a patient-specific breathing pattern with respiratory phase shifts.

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Article Synopsis
  • * The study focused on evaluating the repeatability of 93 MRI radiomics features across different HN tissues in healthy volunteers, using multiple MRI scans to improve accuracy.
  • * Results indicated that most radiomics features showed variable reliability based on tissue type and imaging parameters, with only a few features demonstrating consistent repeatability, which is essential for their use in future MRgRT treatments for HNC.
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Purpose: To analyze and characterize the online plan adaptation of 1.5T magnetic resonance-guided stereotactic body radiotherapy (MRgSBRT) of prostate cancer (PC).

Methods: PC patients (n = 107) who received adaptive 1.

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Magnetic resonance guided radiotherapy (MRgRT), enabled by the clinical introduction of the integrated MRI and linear accelerator (MR-LINAC), is a novel technique for prostate cancer (PCa) treatment, promising to further improve clinical outcome and reduce toxicity. The role of prostate MRI has been greatly expanded from the traditional PCa diagnosis to also PCa screening, treatment and surveillance. Diagnostic prostate MRI has been relatively familiar in the community, particularly with the development of Prostate Imaging - Reporting and Data System (PI-RADS).

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Purpose: To assess the image quality and delineation value of compressed sensing (CS)-accelerated 3D T2W turbo-spin-echo (TSE) sequence for radiotherapy treatment planning (RTP) of prostate cancer.

Methods: An optimized CS-accelerated 3D-T2W-TSE was determined by volunteer imaging and applied for clinical RTP-MRI. This optimized CS-accelerated planning MRI and the standardized adaptive MRI acquired at 1.

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Article Synopsis
  • - This study investigates how different factors contribute to out-of-field doses (OFDs) in a 1.5 T MR-Linac, specifically examining phantom scatter, collimator scatter, and head leakage during both static fields and clinical intensity-modulated radiation therapy (IMRT) treatments.
  • - Measurements were taken in a MR-conditional water phantom at various field sizes (5x5, 10x10, 15x15 cm) and depths, showing that collimator scatter consistently exceeds other types of scattering at distances of 100-400 mm, while head leakage remained the smallest contributor overall.
  • - The results indicate that OFDs for IMRT vary with target size and significantly decrease for prostate SBRT treatment
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Background: Magnetic resonance-guided stereotactic body radiotherapy (MRgSBRT) offers the potential for achieving better prostate cancer (PC) treatment outcomes. This study reports the preliminary clinical results of 1.5T MRgSBRT in localized PC, based on both clinician-reported outcome measurement (CROM) and patient-reported outcome measurement (PROM).

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Purpose: The MR-guided radiotherapy (MRgRT) images on the integrated MRI and linear accelerator (MR-LINAC) might facilitate radiomics analysis for longitudinal treatment response assessment. However, the reliability of MRgRT radiomics features is largely unknown. This study aims to investigate MRgRT radiomics feature reliability acquired using a standardized 3D-T2W-TSE sequence in terms of repeatability, reproducibility, and within-subject feature agreement on a 1.

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Article Synopsis
  • - Magnetic resonance-guided radiation therapy (MRgRT) is being used to treat patients with implantable cardiac devices, utilizing a 1.5 T MR-Linac machine.
  • - In a study involving 4 patients, 2 received stereotactic body radiation therapy at a dosage of 40 Gy across 5 sessions.
  • - A clinical safety protocol was established to manage patient selection and decision-making for those with cardiovascular devices, highlighting the need for dose estimation for devices located outside the treatment areas.
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Purpose: Performance of 3D-T1W-TSE has been proven superior to 3D-MP-GRE at 3 T on brain metastases (BM) contrast-enhanced (CE) MRI. However, its performance at 1.5 T is largely unknown and sparsely reported.

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Background: MRI pulse sequences and imaging parameters substantially influence the variation of MRI radiomics features, thus impose a critical challenge on MRI radiomics reproducibility and reliability. This study aims to prospectively investigate the impact of various imaging parameters on MRI radiomics features in a 3D T2-weighted (T2W) turbo-spin-echo (TSE) pulse sequence for MR-guided-radiotherapy (MRgRT).

Methods: An anthropomorphic phantom was scanned using a 3D-T2W-TSE MRgRT sequence at 1.

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Bolus is commonly used in MV photon radiotherapy to increase superficial dose and improve dose uniformity for treating shallow lesions. However, irregular patient body contours can cause unwanted air gaps between a bolus and patient skin. The resulting dosimetric errors could be exacerbated in MR-Linac treatments, as secondary electrons generated by photons are affected by the magnetic field.

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Purpose: To prospectively investigate the impact of image reconstruction on MRI radiomics features.

Methods: An anthropomorphic phantom was scanned at 1.5 T using a standardized sequence for MR-guided radiotherapy under SENSE and compressed-SENSE reconstruction settings.

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