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Dive into the research topics where L Schubert is active.

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Featured researches published by L Schubert.


Radiotherapy and Oncology | 2011

Dosimetric comparison of left-sided whole breast irradiation with 3DCRT, forward-planned IMRT, inverse-planned IMRT, helical tomotherapy, and topotherapy

L Schubert; Vinai Gondi; Evan Sengbusch; D Westerly; E Soisson; Bhudatt R. Paliwal; T Mackie; Minesh P. Mehta; Rakesh R. Patel; Wolfgang A. Tomé; George M. Cannon

BACKGROUND AND PURPOSE To compare left-sided whole breast conventional and intensity-modulated radiotherapy (IMRT) treatment planning techniques. MATERIALS AND METHODS Treatment plans were created for 10 consecutive patients. Three-dimensional conformal radiotherapy (3DCRT), forward-planned IMRT (for-IMRT), and inverse-planned IMRT (inv-IMRT) used two tangent beams. For-IMRT utilized up to four segments per beam. For helical tomotherapy (HT) plans, beamlet entrance and/or exit to critical structures was blocked. Topotherapy plans, which used static gantry angles with simultaneous couch translation and inverse-planned intensity modulation, used two tangent beams. Plans were normalized to 50Gy to 95% of the retracted PTV. RESULTS Target max doses were reduced with for-IMRT compared to 3DCRT, which were further reduced with HT, topotherapy, and inv-IMRT. HT resulted in lowest heart and ipsilateral lung max doses, but had higher mean doses. Inv-IMRT and topotherapy reduced ipsilateral lung mean and max doses compared to 3DCRT and for-IMRT. CONCLUSIONS All modalities evaluated provide adequate coverage of the intact breast. HT, topotherapy, and inv-IMRT can reduce high doses to the target and normal tissues, although HT results in increased low doses to large volume of normal tissue. For-IMRT improves target homogeneity compared with 3DCRT, but to a lesser degree than the inverse-planned modalities.


International Journal of Radiation Oncology Biology Physics | 2009

A Comprehensive Assessment by Tumor Site of Patient Setup Using Daily MVCT Imaging From More Than 3,800 Helical Tomotherapy Treatments

L Schubert; D Westerly; Wolfgang A. Tomé; Minesh P. Mehta; E Soisson; T R Mackie; Mark A. Ritter; Deepak Khuntia; Paul M. Harari; Bhudatt R. Paliwal

PURPOSE To assess patient setup corrections based on daily megavoltage CT (MVCT) imaging for four anatomic treatment sites treated on tomotherapy. METHOD AND MATERIALS Translational and rotational setup corrections, based on registration of daily MVCT to planning CT images, were analyzed for 1,179 brain and head and neck (H&N), 1,414 lung, and 1,274 prostate treatment fractions. Frequencies of three-dimensional vector lengths, overall distributions of setup corrections, and patient-specific distributions of random and systematic setup errors were analyzed. RESULTS Brain and H&N had lower magnitude positioning corrections and smaller variations in translational setup errors but were comparable in roll rotations. Three-dimensional vector translational shifts of larger magnitudes occurred more frequently for lung and prostate than for brain and H&N treatments, yet this was not observed for roll rotations. The global systematic error for prostate was 4.7 mm in the vertical direction, most likely due to couch sag caused by large couch extension distances. Variations in systematic errors and magnitudes of random translational errors ranged from 1.6 to 2.6 mm for brain and H&N and 3.2 to 7.2 mm for lung and prostate, whereas roll rotational errors ranged from 0.8 degrees to 1.2 degrees for brain and H&N and 0.5 degrees to 1.0 degrees for lung and prostate. CONCLUSIONS Differences in setup were observed between brain, H&N, lung, and prostate treatments. Patient setup can be improved if daily imaging is performed. This analysis can assess the utilization of daily image guidance and allows for further investigation into improved anatomic site-specific and patient-specific treatments.


International Journal of Radiation Oncology Biology Physics | 2009

Treatment planning to improve delivery accuracy and patient throughput in helical tomotherapy.

D Westerly; E Soisson; Quan Chen; Katherine Woch; L Schubert; Gustavo H. Olivera; T Mackie

PURPOSE To investigate delivery quality assurance (DQA) discrepancies observed for a subset of helical tomotherapy patients. METHODS AND MATERIALS Six tomotherapy patient plans were selected for analysis. Three had passing DQA ion chamber (IC) measurements, whereas 3 had measurements deviating from the expected dose by more than 3.0%. All plans used similar parameters, including: 2.5 cm field-width, 15-s gantry period, and pitch values ranging from 0.143 to 0.215. Preliminary analysis suggested discrepancies were associated with plans having predominantly small leaf open times (LOTs). To test this, patients with failing DQA measurements were replanned using an increased pitch of 0.287. New DQA plans were generated and IC measurements performed. Exit fluence data were also collected during DQA delivery for dose reconstruction purposes. RESULTS Sinogram analysis showed increases in mean LOTs ranging from 29.8% to 83.1% for the increased pitch replans. IC measurements for these plans showed a reduction in dose discrepancies, bringing all measurements within +/-3.0%. The replans were also more efficient to deliver, resulting in reduced treatment times. Dose reconstruction results were in excellent agreement with IC measurements, illustrating the impact of leaf-timing inaccuracies on plans having predominantly small LOTs. CONCLUSIONS The impact of leaf-timing inaccuracies on plans with small mean LOTs can be considerable. These inaccuracies result from deviations in multileaf collimator latency from the linear approximation used by the treatment planning system and can be important for plans having a 15-s gantry period. The ability to reduce this effect while improving delivery efficiency by increasing the pitch is demonstrated.


International Journal of Radiation Oncology Biology Physics | 2015

Clinical Validation of 4-Dimensional Computed Tomography Ventilation With Pulmonary Function Test Data

Douglas Brennan; L Schubert; Quentin Diot; Richard Castillo; Edward Castillo; Thomas Guerrero; Mary K. Martel; Derek J. Linderman; Laurie E. Gaspar; Moyed Miften; Brian D. Kavanagh; Yevgeniy Vinogradskiy

PURPOSE A new form of functional imaging has been proposed in the form of 4-dimensional computed tomography (4DCT) ventilation. Because 4DCTs are acquired as part of routine care for lung cancer patients, calculating ventilation maps from 4DCTs provides spatial lung function information without added dosimetric or monetary cost to the patient. Before 4DCT-ventilation is implemented it needs to be clinically validated. Pulmonary function tests (PFTs) provide a clinically established way of evaluating lung function. The purpose of our work was to perform a clinical validation by comparing 4DCT-ventilation metrics with PFT data. METHODS AND MATERIALS Ninety-eight lung cancer patients with pretreatment 4DCT and PFT data were included in the study. Pulmonary function test metrics used to diagnose obstructive lung disease were recorded: forced expiratory volume in 1 second (FEV1) and FEV1/forced vital capacity. Four-dimensional CT data sets and spatial registration were used to compute 4DCT-ventilation images using a density change-based and a Jacobian-based model. The ventilation maps were reduced to single metrics intended to reflect the degree of ventilation obstruction. Specifically, we computed the coefficient of variation (SD/mean), ventilation V20 (volume of lung ≤20% ventilation), and correlated the ventilation metrics with PFT data. Regression analysis was used to determine whether 4DCT ventilation data could predict for normal versus abnormal lung function using PFT thresholds. RESULTS Correlation coefficients comparing 4DCT-ventilation with PFT data ranged from 0.63 to 0.72, with the best agreement between FEV1 and coefficient of variation. Four-dimensional CT ventilation metrics were able to significantly delineate between clinically normal versus abnormal PFT results. CONCLUSIONS Validation of 4DCT ventilation with clinically relevant metrics is essential. We demonstrate good global agreement between PFTs and 4DCT-ventilation, indicating that 4DCT-ventilation provides a reliable assessment of lung function. Four-dimensional CT ventilation enables exciting opportunities to assess lung function and create functional avoidance radiation therapy plans. The present work provides supporting evidence for the integration of 4DCT-ventilation into clinical trials.


Physics in Medicine and Biology | 2010

A phantom model demonstration of tomotherapy dose painting delivery, including managed respiratory motion without motion management

M Kissick; Xiaohu Mo; K McCall; L Schubert; D Westerly; T Mackie

The aim of the study was to demonstrate a potential alternative scenario for accurate dose-painting (non-homogeneous planned dose) delivery at 1 cm beam width with helical tomotherapy (HT) in the presence of 1 cm, three-dimensional, intra-fraction respiratory motion, but without any active motion management. A model dose-painting experiment was planned and delivered to the average position (proper phase of a 4DCT scan) with three spherical PTV levels to approximate dose painting to compensate for hypothetical hypoxia in a model lung tumor. Realistic but regular motion was produced with the Washington University 4D Motion Phantom. A small spherical Virtual Water phantom was used to simulate a moving lung tumor inside of the LUNGMAN anthropomorphic chest phantom to simulate realistic heterogeneity uncertainties. A piece of 4 cm Gafchromic EBT film was inserted into the 6 cm diameter sphere. TomoTherapy, Inc., DQA software was used to verify the delivery performed on a TomoTherapy Hi-Art II device. The dose uncertainty in the purposeful absence of motion management and in the absence of large, low frequency drifts (periods greater than the beam width divided by the couch velocity) or randomness in the breathing displacement yields very favorable results. Instead of interference effects, only small blurring is observed because of the averaging of many breathing cycles and beamlets and the avoidance of interference. Dose painting during respiration with helical tomotherapy is feasible in certain situations without motion management. A simple recommendation is to make respiration as regular as possible without low frequency drifting. The blurring is just small enough to suggest that it may be acceptable to deliver without motion management if the motion is equal to the beam width or smaller (at respiration frequencies) when registered to the average position.


Journal of Applied Clinical Medical Physics | 2017

A complete 4DCT-ventilation functional avoidance virtual trial: Developing strategies for prospective clinical trials

Timothy V. Waxweiler; L Schubert; Quentin Diot; Austin M. Faught; Kelly Stuhr; Richard Castillo; Edward Castillo; Thomas Guerrero; Chad G. Rusthoven; Laurie E. Gaspar; Brian D. Kavanagh; Moyed Miften; Yevgeniy Vinogradskiy

Introduction 4DCT‐ventilation is an exciting new imaging modality that uses 4DCT data to calculate lung‐function maps. Because 4DCTs are acquired as standard of care for lung cancer patients undergoing radiotherapy, 4DCT‐ventiltation provides functional information at no extra dosimetric or monetary cost to the patient. The development of clinical trials is underway to use 4DCT‐ventilation imaging to spare functional lung in patients undergoing radiotherapy. The purpose of this work was to perform a virtual trial using retrospective data to develop the practical aspects of a 4DCT‐ventilation functional avoidance clinical trial. Methods The study included 96 stage III lung cancer patients. A 4DCT‐ventilation map was calculated using the patients 4DCT‐imaging, deformable registration, and a density‐change‐based algorithm. Clinical trial inclusion assessment used quantitative and qualitative metrics based on the patients spatial ventilation profile. Clinical and functional plans were generated for 25 patients. The functional plan aimed to reduce dose to functional lung while meeting standard target and critical structure constraints. Standard and dose‐function metrics were compared between the clinical and functional plans. Results Our data showed that 69% and 59% of stage III patients have regional variability in function based on qualitative and quantitative metrics, respectively. Functional planning demonstrated an average reduction of 2.8 Gy (maximum 8.2 Gy) in the mean dose to functional lung. Conclusions Our work demonstrated that 60–70% of stage III patients would be eligible for functional planning and that a typical functional lung mean dose reduction of 2.8 Gy can be expected relative to standard clinical plans. These findings provide salient data for the development of functional clinical trials.


Medical Physics | 2017

Assessing the use of 4DCT‐ventilation in pre‐operative surgical lung cancer evaluation

Yevgeniy Vinogradskiy; Matthew W. Jackson; L Schubert; Bernard L. Jones; Richard Castillo; Edward Castillo; Thomas Guerrero; John D. Mitchell; Chad G. Rusthoven; Moyed Miften; Brian D. Kavanagh

Purpose: A primary treatment option for lung cancer patients is surgical resection. Patients who have poor lung function prior to surgery are at increased risk of developing serious and life‐threatening complications after surgical resection. Surgeons use nuclear medicine ventilation‐perfusion (VQ) scans along with pulmonary function test (PFT) information to assess a patients pre‐surgical lung function. The nuclear medicine images and pre‐surgery PFTs are used to calculate percent predicted postoperative (%PPO) PFT values by estimating the amount of functioning lung tissue that would be lost with surgical resection. Nuclear medicine imaging is currently considered the standard of care when evaluating the amount of ventilation that would be lost due to surgery. A novel lung function imaging modality has been developed in radiation oncology that uses 4‐Dimensional computed tomography data to calculate ventilation maps (4DCT‐ventilation). Compared to nuclear medicine, 4DCT‐ventilation is cheaper, does not require a radioactive contrast agent, provides a faster imaging procedure, and has improved spatial resolution. In this work we perform a retrospective study to assess the use of 4DCT‐ventilation as a pre‐operative surgical lung function evaluation tool. Specifically, the purpose of our study was to compare %PPO PFT values calculated with 4DCT‐ventilation and %PPO PFT values calculated with nuclear medicine ventilation‐perfusion imaging. Methods: The study included 16 lung cancer patients that had undergone 4DCT imaging, nuclear medicine imaging, and had Forced Expiratory Volume in 1 second (FEV1) acquired as part of a standard PFT. The 4DCT datasets, spatial registration, and a density‐change‐based model were used to compute 4DCT‐ventilation maps. Both 4DCT‐ventilation and nuclear medicine images were used to calculate %PPO FEV1. The %PPO FEV1 was calculated by scaling the pre‐surgical FEV1 by (1‐fraction of total resected ventilation); where the resected ventilation was determined using either the 4DCT‐ventilation or nuclear medicine imaging. Calculations were done assuming both lobectomy and pneumonectomy resections. The %PPO FEV1 values were compared between the 4DCT‐ventilation‐based calculations and the nuclear medicine‐based calculations using correlation coefficients, average differences, and Receiver Operating Characteristic (ROC) analysis. Results: Overall the 4DCT‐ventilation derived %PPO FEV1 values agreed well with nuclear medicine‐derived %PPO FEV1 data with correlations of 0.99 and 0.81 for lobectomy and pneumonectomy, respectively. The average differences between the 4DCT‐ventilation and nuclear medicine‐based calculation for %PPO FEV1 were less than 5%. ROC analysis revealed predictive accuracy that ranged from 87.5% to 100% when assessing the ability of 4DCT‐ventilation to predict for nuclear medicine‐based %PPO FEV1 values. Conclusions: 4DCT‐ventilation is an innovative technology developed in radiation oncology that has great potential to translate to the surgical domain. The high correlation results when comparing 4DCT‐ventilation to the current standard of care provide a strong rationale for a prospective clinical trial assessing 4DCT‐ventilation in the clinical setting. 4DCT‐ventilation can reduce the cost and imaging time for patients while providing improved spatial accuracy and quantitative results for surgeons.


Practical radiation oncology | 2016

Practical implementation of quality improvement for high-dose-rate brachytherapy

L Schubert; Arthur Liu; Gregory Gan; Arya Amini; Rebecca Hutchison; Janyce Ernest; Dale Thornton; Scott Stoehr; Bonnie Hinman; Kelly Stuhr; David Westerly; Tracey E. Schefter; Christine M. Fisher

PURPOSE High-dose-rate (HDR) brachytherapy is a high-risk procedure with serious errors reported in the medical literature. Our goal was to develop a quality improvement framework for HDR brachytherapy using a multidisciplinary approach. This work describes the time, personnel, and materials involved in implementation as well as staff-reported safety benefits of quality improvement checklists. METHODS AND MATERIALS Quality improvement was achieved using a department-wide multidisciplinary approach. Process mapping of the entire HDR program, from initial scheduling through follow-up, was performed. The scope of the project was narrowed to the point of treatment delivery. Two types of multidisciplinary checklists were created: a safety-timeout checklist to ensure safety-critical actions were performed before treatment initiation; and detailed procedure checklists that served as written procedures for physicians, physicists, dosimetrists, and nurses. Implementation was carried out through initial training led by various staff members, creation of visual training guides, piloting and use of checklists for all treatments, and auditing of checklist compliance. RESULTS Process maps of the entire HDR program were generated and used to guide subsequent changes in the treatment delivery process. A single safety-timeout checklist and the individual procedure checklists were created and used at the time of treatment delivery. The 3-month audit showed that the safety-timeout checklist was used for 100% of treatment fractions. Individual procedure checklists were used for 85% of fractions. All cross-covering physicians and physicists continued to use these checklists 100% of the time. Staff survey results indicated improvements in safety and increased benefits for cross-covering staff. CONCLUSIONS In using a multidisciplinary approach to quality improvement, process mapping and comprehensive checklists for HDR treatment delivery have been implemented. This has resulted in improved practices that are optimal in our department. This experience can provide others with practical strategies toward implementing such changes in their own facilities.


Radiotherapy and Oncology | 2018

Functional-guided radiotherapy using knowledge-based planning

Austin M. Faught; Lindsey Olsen; L Schubert; Chad G. Rusthoven; Edward Castillo; Richard Castillo; Jingjing Zhang; Thomas Guerrero; Moyed Miften; Yevgeniy Vinogradskiy

BACKGROUND AND PURPOSE There are two significant challenges when implementing functional-guided radiotherapy using 4DCT-ventilation imaging: (1) lack of knowledge of realistic patient specific dosimetric goals for functional lung and (2) ensuring consistent plan quality across multiple planners. Knowledge-based planning (KBP) is positioned to address both concerns. MATERIAL AND METHODS A KBP model was created from 30 previously planned functional-guided lung patients. Standard organs at risk (OAR) in lung radiotherapy and a ventilation contour delineating areas of high ventilation were included. Model validation compared dose-metrics to standard OARs and functional dose-metrics from 20 independent cases that were planned with and without KBP. RESULTS A significant improvement was observed for KBP optimized plans in V20Gy and mean dose to functional lung (p = 0.005 and 0.001, respectively), V20Gy and mean dose to total lung minus GTV (p = 0.002 and 0.01, respectively), and mean doses to esophagus (p = 0.005). CONCLUSION The current work developed a KBP model for functional-guided radiotherapy. Modest, but statistically significant, improvements were observed in functional lung and total lung doses.


Archive | 2016

The Physics of Brachytherapy

L Schubert; Moyed Miften

Just as the right arm of the radiation oncologist is the medical physicist, so the heart of brachytherapy is the science of physics. In this chapter we introduce the basics of brachytherapy physics beginning with the core of the science and culminating with a comprehensive presentation of the known science to date.

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Moyed Miften

University of Colorado Denver

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D Westerly

University of Colorado Denver

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Yevgeniy Vinogradskiy

University of Colorado Denver

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Brian D. Kavanagh

University of Colorado Denver

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Richard Castillo

University of Texas Medical Branch

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T Mackie

University of Wisconsin-Madison

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Wolfgang A. Tomé

Albert Einstein College of Medicine

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S. Chen

University of Nebraska Medical Center

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