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35 citation(s) found for "Herman, Michael".

A robust intensity modulated proton therapy optimizer based on Monte Carlo dose calculation
Ma, Jiasen , Tseung, Hok Seum Wan Chan, Herman, Michael , Beltran, Chris , Wan Chan Tseung, Hok Seum, Herman, Michael G., Beltran, Chris J

Mayo Clinic

Medical Physics | July 18, 2018 | Volume: 45 | Issue: 9 | Pages: 4045-4054

10.1002/mp.13096 | PMID 30019423 Get It

PurposeAccuracy of dose calculation models and robustness under various uncertainties are key factors influencing the quality of intensity modulated proton therapy (IMPT) plans. To mitigate the effects of uncertainties and to improve the dose calculation accuracy, an all‐scenario robust IMPT optimization based on accurate Monte Carlo (MC) dose calculation was developed.MethodsIn the all‐scenario robust IMPT optimization, dose volume histograms (DVHs) were computed for the nominal case and for each uncertainty scenario. All scenarios were weighted by DVH values dynamically throughout optimization iterations. In contrast, probabilistic approach weighted scenarios with fixed scenario weights and worst case optimizations picked one single scenario — the worst scenario for each iteration. Uncertainties in patient setup and proton range were considered in all clinical cases studied. Graphics processing unit (GPU) computation was employed to reduce the computational time in both the MC dose calculation and optimization stages. A previously published adaptive quasi‐Newton method for proton optimization was extended to include robustness. To validate the all‐scenario algorithm extension, it was compared with the single scenario optimization target volume (OTV) based approach in clinical cases of three different disease sites. Additional comparisons with worst case optimization methods were conducted to evaluate the performance of the all‐scenario robust optimization against other robust optimizations.ResultsThe all‐scenario robust IMPT optimization spared organs at risk (OARs) better than the OTV‐based method while maintaining target coverage and improving the robustness of targets and OARs. Compared with composite and voxel‐wise worst case optimization, the all‐scenario robust optimization converged faster, and arrived at solutions of tighter DVH robustness spread, better target coverage and lower OAR dose.ConclusionAn all‐scenario robust IMPT treatment planning system was developed using an adaptive quasi‐Newton optimization method. The optimization system was GPU‐accelerated and based on MC dose calculation. Improved performance was observed in clinical cases when compared with worst case optimization methods.
Microdosimetric measurements of a clinical proton beam with micrometer‐sized solid‐state detector
Anderson, Sarah , Tran, Linh T. , Chartier, Lachlan, Petasecca, Marco , Lerch, Michael , Prokopovich, Dale A., Reinhard, Mark I., Perevertaylo, Vladimir L. , Rosenfeld, Anatoly , Herman, Michael , Beltran, Chris , Anderson, Sarah E, Furutani, Keith M. , Herman, Michael G., Rosenfeld, A B , Beltran, Chris J , Anderson, Sarah E.

Mayo Clinic

Medical Physics | September 14, 2017 | Volume: 44 | Issue: 11 | Pages: 6029-6037

10.1002/mp.12583 | PMID 28905399 Get It

PurposeMicrodosimetry is a vital tool for assessing the microscopic patterns of energy deposition by radiation, which ultimately govern biological effect. Solid‐state, silicon‐on‐insulator microdosimeters offer an approach for making microdosimetric measurements with high spatial resolution (on the order of tens of micrometers). These high‐resolution, solid‐state microdosimeters may therefore play a useful role in characterizing proton radiotherapy fields, particularly for making highly resolved measurements within the Bragg peak region. In this work, we obtain microdosimetric measurements with a solid‐state microdosimeter (MicroPlus probe) in a clinical, spot‐scanning proton beam of small spot size.MethodsThe MicroPlus probe had a 3D single sensitive volume on top of silicon oxide. The sensitive volume had an active cross‐sectional area of 250 μm × 10 μm and thickness of 10 μm. The proton facility was a synchrotron‐based, spot‐scanning system with small spot size (σ ≈ 2 mm). We performed measurements with the clinical beam current (≈1 nA) and had no detected pulse pile‐up. Measurements were made in a water‐equivalent phantom in water‐equivalent depth (WED) increments of 0.25 mm or 1.0 mm along pristine Bragg peaks of energies 71.3 MeV and 159.9 MeV, respectively. For each depth, we measured lineal energy distributions and then calculated the dose‐weighted mean lineal energy, . The measurements were repeated for two field sizes: 4 × 4 cm2 and 20 × 20 cm2.ResultsFor both 71.3 MeV and 159.9 MeV and for both field sizes, increased with depth toward the distal edge of the Bragg peak, a result consistent with Monte Carlo calculations and measurements performed elsewhere. For the 71.3 MeV, 4 × 4 cm2 beam (range at 80% distal falloff, R80 = 3.99 cm), we measured keV/μm at WED = 2 cm, and keV/μm at WED = 3.95 cm. For the 71.3 MeV, 20 × 20 cm2 beam, we measured keV/μm at WED = 2.6 cm, and keV/μm at WED = 3 cm. For the 159.9 MeV, 4 × 4 cm2 beam (R80 = 17.7 cm), keV/μm at WED = 5 cm, and keV/μm at WED = 17.6 cm. For the 159.9 MeV, 20 × 20 cm2 beam, keV/μm at WED = 5 cm, and keV/μm at WED = 17.6 cm.ConclusionsWe performed microdosimetric measurements with a novel solid‐state, silicon‐on‐insulator microdosimeter in a clinical spot‐scanning proton beam of small spot size and unmodified beam current. For all of the proton field sizes and energies considered, the measurements of were in agreement with expected trends. Furthermore, we obtained measurements with a spatial resolution of 10 μm in the beam direction. This spatial resolution greatly exceeded that possible with a conventional gaseous tissue‐equivalent proportional counter and allowed us to perform a high‐resolution investigation within the Bragg peak region. The MicroPlus probe is therefore suitable for applications in proton radiotherapy.
Technical Note: Using experimentally determined proton spot scanning timing parameters to accurately model beam delivery time
Shen, Jiajian , Tryggestad, E., Younkin, James E. , Keole, Sameer R., Kang, Yixiu, Herman, Michael , Bues, Martin , Tryggestad, Erik, Furutani, Keith M. , Herman, Michael G., Shen, Jiajian , Bues, Martin

Mayo Clinic

Medical Physics | August 4, 2017 | Volume: 44 | Issue: 10 | Pages: 5081-5088

10.1002/mp.12504 | PMID 28777447 Get It

PurposeTo accurately model the beam delivery time (BDT) for a synchrotron‐based proton spot scanning system using experimentally determined beam parameters.MethodsA model to simulate the proton spot delivery sequences was constructed, and BDT was calculated by summing times for layer switch, spot switch, and spot delivery. Test plans were designed to isolate and quantify the relevant beam parameters in the operation cycle of the proton beam therapy delivery system. These parameters included the layer switch time, magnet preparation and verification time, average beam scanning speeds in x‐ and y‐directions, proton spill rate, and maximum charge and maximum extraction time for each spill. The experimentally determined parameters, as well as the nominal values initially provided by the vendor, served as inputs to the model to predict BDTs for 602 clinical proton beam deliveries. The calculated BDTs (TBDT) were compared with the BDTs recorded in the treatment delivery log files (TLog): ∆t = TLog−TBDT.ResultsThe experimentally determined average layer switch time for all 97 energies was 1.91 s (ranging from 1.9 to 2.0 s for beam energies from 71.3 to 228.8 MeV), average magnet preparation and verification time was 1.93 ms, the average scanning speeds were 5.9 m/s in x‐direction and 19.3 m/s in y‐direction, the proton spill rate was 8.7 MU/s, and the maximum proton charge available for one acceleration is 2.0 ± 0.4 nC. Some of the measured parameters differed from the nominal values provided by the vendor. The calculated BDTs using experimentally determined parameters matched the recorded BDTs of 602 beam deliveries (∆t = −0.49 ± 1.44 s), which were significantly more accurate than BDTs calculated using nominal timing parameters (∆t = −7.48 ± 6.97 s).ConclusionsAn accurate model for BDT prediction was achieved by using the experimentally determined proton beam therapy delivery parameters, which may be useful in modeling the interplay effect and patient throughput. The model may provide guidance on how to effectively reduce BDT and may be used to identifying deteriorating machine performance.
External Arrhythmia Ablation Using Photon Beams
Deisher, A., Takami, Mitsuru , Kruse, Jon J. , Song, Limin, Anderson, Sarah , Cusma, Jack T., Parker, Kay D., Johnson, Susan B., Asirvatham, Samuel J. , Miller, Robert C. , Herman, Michael , Packer, Douglas L. , Lehmann, H. Immo , Deisher, Amanda J, Anderson, Sarah E, Herman, Michael G., Asirvatham, Samuel J

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | April 13, 2017 | Volume: 10 | Issue: 4 | Pages: No page available

10.1161/circep.116.004304 | PMID 28408649 Get It

Background— This study sought to investigate external photon beam radiation for catheter-free ablation of the atrioventricular junction in intact pigs. Methods and Results— Ten pigs were randomized to either sham irradiation or irradiation of the atrioventricular junction (55, 50, 40, and 25 Gy). Animals underwent baseline electrophysiological evaluation, cardiac gated multi-row computed tomographic imaging for beam delivery planning, and intensity-modulated radiation therapy. Doses to the coronary arteries were optimized. Invasive follow-up was conducted ≤4 months after the irradiation. A mean volume of 2.5±0.5 mL was irradiated with target dose. The mean follow-up length after irradiation was 124.8±30.8 days. Out of 7 irradiated animals, complete atrioventricular block was achieved in 6 animals of all 4 dose groups (86%). Using the same targeting margins, ablation lesion size notably increased with the delivered dose because of volumetric effects of isodose lines around the target volume. The mean macroscopically calculated atrial lesion volume for all 4 dose groups was 3.8±1.1 mL, lesions extended anteriorly into the interventricular septum. No short-term side effects were observed. No damage was observed in the tissues of the esophagus, phrenic nerves, or trachea. However, histology revealed in-field beam effects outside of the target volume. Conclusions— Single-fraction doses as low as 25 Gy caused a lesion with interruption of cardiac impulse propagation using this respective target volume. With doses of ≤55 Gy, maximal point-doses to coronary arteries could be kept <7Gy, but target conformity of lesions was not fully achieved using this approach.
Characterization of relative biological effectiveness for conventional radiation therapy: a comparison of clinical 6 MV X-rays and 137Cs
Howard, Michelle E. , Beltran, Chris , Herman, Michael , Sarkaria, Jann, Herman, Michael G., Sarkaria, Jann N. , Beltran, Chris J

Mayo Clinic

Journal of Radiation Research | April 5, 2017 | Volume: 58 | Issue: 5 | Pages: 608-613

10.1093/jrr/rrx018 | PMID 28444207 Get It

ABSTRACT Various types of radiation are utilized in the treatment of cancer. Equal physical doses of different radiation types do not always result in the same amount of biological damage. In order to account for these differences, a scaling factor known as the relative biological effectiveness (RBE) can be used. 137Cesium (137Cs) has been used as a source of radiation in a significant body of radiation therapy research. However, high-energy X-rays, such as 6 MV X-rays, are currently used clinically to treat patients. To date, there is a gap in the literature regarding the RBE comparison of these two types of radiation. Therefore, the purpose of this study was to investigate the RBE of 137Cs relative to that of 6 MV X-rays. To determine the RBE, five cell lines were irradiated [Chinese hamster ovary (CHO); human lung adenocarcinoma (A549); human glioma (U251); human glioma (T98); and human osteosarcoma (U2OS)] by both types of radiation and assessed for cell survival using a clonogenic assay. Three of the five cell lines resulted in RBE values of ~1.00 to within 11% for all survival fractions, showing the physical and biological dose for these two types of radiation were equivalent. The other two cell lines gave RBE values differing from 1.00 by up to 36%. In conclusion, the results show the range in biological effect seen between cell lines, and therefore cell type must be considered when characterizing RBE.
Treatment planning for metals using an extended CT number scale
Mullins, John, Herman, Michael , Brinkmann, Debra H. , Antolak, John A. , Mullins, John P, Grams, Michael P.

Mayo Clinic

Journal of Applied Clinical Medical Physics | February 28, 2017 | Volume: 17 | Issue: 6 | Pages: 179-188

10.1120/jacmp.v17i6.6153 | PMID 27929492 Get It

Metal implants which saturate the CT number scale may require dosimetrist and physicist involvement to manually contour and assign an appropriate value to the metal for accurate dose calculation. This study investigated dose calculation based directly on extended CT scale images for different metals and geometries. The aim was to evaluate extended CT accuracy as a suitable alternative to standard CT methods in the presence of high‐Z materials and artifacts, despite the reduced HU resolution of extended CT. Gafchromic film measurements were made for comparison to calculated doses. The method of direct dose calculation on extended CT scale was compared to our institution's standard method of manually contouring and assigning metal values on saturated CT images for each of the metal samples. Clinical patient plans with metal implants were investigated and DVHs were compared between standard CT and extended CT dose calculations. Dose calculations showed agreement within 2% between the two methods of metal characterization and the film measurement in the case of the strongest metal attenuator, cobalt‐chromium. In the clinical treatment plans, the greatest dose discrepancy between the two methods was 1.2%. This study suggests that direct dose calculation on an extended scale CT image in the presence of metal implants can produce accurate clinically viable treatment plans, thereby improving efficiency of clinical workflow and eliminating a potential source of human error by manual CT number assignment.PACS number(s): 87.55.dk
Systematic offset of kV and MV localization systems as a function of gantry angle
Mullins, John, Herman, Michael , Mullins, John P

Mayo Clinic

Journal of Applied Clinical Medical Physics | February 27, 2017 | Volume: 12 | Issue: 1 | Pages: 122-128

10.1120/jacmp.v12i1.3314 | PMID 21330978 Get It

Mechanical flex of the gantry and mounted imaging panels leads to systematic offsets in localization image isocenter as a function of gantry angle for linear accelerator‐mounted image guidance systems. Subsequently, object positions obtained from localization radiographs may be offset, resulting in greater target positioning uncertainty. While current QA procedures measure kV/MV image agreement, these measurements do not provide insight to apparent isocenter position for either single imaging system as a function of gantry rotation. This study measures offset as a function of gantry angle in kV and MV imaging systems on four treatment machines to investigate the magnitude of systematic offsets and their reproducibility between systems and machines, as well as over time. It is shown that each machine and energy has a reproducible pattern of offset as a function of gantry angle that is independent of kV/MV agreement, and it varies by machine. kV and MV offset ranges are on the order of 1.5 mm in the R/L and A/P directions, and 0.5 mm in the S/I direction. Variability of kV‐MV agreement is on the order of 0.7 mm. At certain angles, combinations of localization images could show a compounded offset of over 2 mm, exceeding the desired certainty threshold. Since these trends are persistent over time for each machine, online correction for image offsets as a function of gantry angle could improve the margin of positioning uncertainty.PACS number: 87.55.Qr
Guest Editorial: Patient safety and errors in the application of medical radiation: our responsibility
Herman, Michael

Mayo Clinic

Journal of Applied Clinical Medical Physics | February 27, 2017 | Volume: 11 | Issue: 2 | Pages: 2-4

10.1120/jacmp.v11i2.3329 | PMID 20592707 Get It

Atrioventricular Node Ablation in Langendorff-Perfused Porcine Hearts Using Carbon Ion Particle Therapy
Richter, Daniel , Prokesch, Hannah, Graeff, Christian , Prall, Matthias, Simoniello, Palma , Fournier, Claudia , Bauer, Julia , Kaderka, Robert, Weymann, Alexander , Szabó, Gábor , Sonnenberg, Karin, Constantinescu, A., Johnson, Susan B., Misiri, Juna, Takami, Mitsuru , Miller, Robert C. , Herman, Michael , Asirvatham, Samuel J. , Jäkel, Oliver , Haberer, Thomas, Durante, Marco , Bert, Christoph , Packer, Douglas L. , Lehmann, H. Immo , Constantinescu, Anna M, Herman, Michael G., Brons, Stephan, Debus, Jürgen, Sonnenberg, Karin, Brons, Stephan , Debus, Jürgen , Bert, Christoph , Durante, Marco , Graeff, Christian , Asirvatham, Samuel J

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | January 22, 2015 | Volume: 8 | Issue: 2 | Pages: 429-438

10.1161/circep.114.002436 | PMID 25609687 Get It

Background— Particle therapy, with heavy ions such as carbon-12 ( 12 C), delivered to arrhythmogenic locations of the heart could be a promising new means for catheter-free ablation. As a first investigation, we tested the feasibility of in vivo atrioventricular node ablation, in Langendorff-perfused porcine hearts, using a scanned 12C beam. Methods and Results— Intact hearts were explanted from 4 (30–40 kg) pigs and were perfused in a Langendorff organ bath. Computed tomgraphic scans (1 mm voxel and slice spacing) were acquired and 12 C ion beam treatment planning (optimal accelerator energies, beam positions, and particle numbers) for atrioventricular node ablation was conducted. Orthogonal x-rays with matching of 4 implanted clips were used for positioning. Ten Gray treatment plans were repeatedly administered, using pencil beam scanning. After delivery, positron emission tomography-computed tomgraphic scans for detection of β + ( 11 C) activity were obtained. A 12 C beam with a full width at half maximum of 10 mm was delivered to the atrioventricular node. Delivery of 130 Gy caused disturbance of atrioventricular conduction with transition into complete heart block after 160 Gy. Positron emission computed tomgraphy demonstrated dose delivery into the intended area. Application did not induce arrhythmias. Macroscopic inspection did not reveal damage to myocardium. Immunostaining revealed strong γH2AX signals in the target region, whereas no γH2AX signals were detected in the unirradiated control heart. Conclusions— This is the first report of the application of a 12 C beam for ablation of cardiac tissue to treat arrhythmias. Catheter-free ablation using 12C beams is feasible and merits exploration in intact animal studies as an energy source for arrhythmia elimination.
Book Review
Herman, Michael

Mayo Clinic

Journal of Applied Clinical Medical Physics | February 22, 2007 | Volume: 7 | Issue: 2 | Pages: 101-102

10.1120/jacmp.v7i2.2239 Get It

The Modern Technology of Radiation Oncology, Vol. 2, edited by Jacob Van Dyk, Medical Physics Publishing, 2005, ISBN‐10:1‐930524‐25‐0 (hard cover), list price $120 hard cover, $100 soft cover