ArticleAdvances in radiation oncology
Online Adaptive Radiation Therapy and Opportunity Cost.
Article in Advances in radiation oncology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Online adaptive radiotherapy: International strategies for AI-enabled workflow efficiency and radiation therapist-led delivery for sustainable practice.Technical innovations & patient support in radiation oncology · 2026Article
- One-for-All Adaptive Radiotherapy Planning Agent: A Foundation Framework for Daily CBCT-guided Radiotherapy.ArXiv · 2026Article
- Stereotactic Adaptive Radiation Therapy for Borderline Resectable or Locally Advanced Pancreatic Cancer to Minimize Gastrointestinal Toxicity (ARTIA-Pancreas): Protocol for a Single-Arm Prospective Trial.JMIR research protocols · 2026Article
- Clinical experience with an online adaptive radiotherapy for prostate cancer: successful treatment time optimization.BMC cancer · 2026Article
- Early Experience Comparing Reduced Planning Target Volume Margins Using Cone Beam Computed Tomography Scan Guided Online Adaptive Radiation Therapy to Nonadaptive, Traditional Margin Plans for Muscle-Invasive Bladder Cancer.Advances in radiation oncology · 2026Article
- Hydraulic endorectal actuator for prostate radiotherapy reduces variations in motion in a silicone rectal phantom.Frontiers in oncology · 2026Article
- Optimizing Workflow for Cone Beam Computed Tomography-Based Online Adaptive Radiation Therapy Toward Reduced Physician Involvement.Advances in radiation oncology · 2025Article
- Adapting to the Future: Introducing the Radiation Oncology Alliance Adaptive Radiotherapy Working Group.Journal of medical imaging and radiation oncology · 2025Article
- The Value of Radiation Therapists in Online Adaptive Radiotherapy.Journal of medical radiation sciences · 2025Article
- Magnetic Resonance Imaging Sequences and Technologies in Adaptive Radiation Therapy.International journal of radiation oncology, biology, physics · 2025Review
- Improving efficiency in lung SAbR planning using integrated tools for X-ray based adaptive radiotherapy.Journal of applied clinical medical physics · 2025Article
- Pelvic dose accumulation accuracy in a CBCT based online adaptive radiotherapy system.Journal of applied clinical medical physics · 2025Article
- Using deep learning generated CBCT contours for online dose assessment of prostate SABR treatments.Journal of applied clinical medical physics · 2025Article
- Modeling dosimetric benefits from daily adaptive RT for gynecological cancer patients with and without knowledge-based dose prediction.Journal of applied clinical medical physics · 2025Article
- Daily online adaptation enhances target coverage in prostate cancer radiotherapy: a retrospective analysis.Frontiers in oncology · 2025Article
- Current status and upcoming developments for online adaptive proton therapy enabling a closed feedback loop for near real-time adaptation.Frontiers in oncology · 2025Review
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- First implementation and results of online adaptive radiotherapy for cervical cancer based on CT-Linac combination.Frontiers in oncology · 2024Article
- The Use of MR-Guided Radiation Therapy for Head and Neck Cancer and Recommended Reporting Guidance.Seminars in radiation oncology · 2024Review
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose: Changes in patient anatomy and tumor geometry pose a challenge to ensuring consistent target coverage and organ-at-risk sparing; online adaptive radiation therapy (ART) accounts for these interfractional changes by facilitating replanning before each treatment. This project explored the opportunity cost of computed tomography (CT)-based online ART by evaluating time and human resource requirements. Time-driven activity-based costing (TDABC) was employed to determine the cost of this time to assess if the dosimetric benefit is worthwhile. Methods and Materials: CT-based online ART was recently employed at our institution and has been used to treat pelvic disease sites (prostate, prostate bed, prostate with nodal coverage, bladder, rectum); data points from all adaptively treated patients (415 fractions) were used. Time taken for each adaptive fraction before treatment, which at our facility is best represented by the duration between 2 cone beam CT scans, was used as a broadly applicable and transferable metric, representing the additional time required for ART on top of standard image guided radiation therapy. Dosimetric effect was also considered by taking the difference of planning target volume V100% for the scheduled and adapted plans. Using recently validated TDABC at this facility, the per fraction cost of ART was determined, reflecting the added cost of ART on top of image guided radiation therapy. Results: A median time of 15.97 (interquartile range, 13.23-18.83) additional minutes was required for each adaptive fraction. TDABC demonstrated an average minimum cost per adapted fraction of $103.58. Dosimetric differences between V100% of the scheduled versus adapted plan showed a mean dosimetric difference of 15.8%. Conclusions: Although online ART decreases the uncertainty of anatomic shifts, each adaptive fraction requires more staff time, delaying completion of other tasks and increasing resource utilization. Although toxicity benefits require further studies, the implementation of progressively complex radiation therapy technologies, like ART, requires consideration of the time and human resource requirements and subsequent opportunity cost.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.