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Dias M, Collins-Fekete C, Riboldi M, Doolan P, Hansen D, Baroni G, Seco J. SU-E-J-83: Ion Imaging to Better Estimate In-Vivo Relative Stopping Powers Using X-Ray CT Prior-Knowledge Information. Med Phys 2014. [DOI: 10.1118/1.4888135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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177
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Desplanques M, Wang K, Phillips J, Gueorguiev G, Baroni G, Sharp G. TH-A-19A-01: An Open Source Software for Proton Treatment Planning in Heterogeneous Medium. Med Phys 2014. [DOI: 10.1118/1.4889534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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178
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Camillocci ES, Baroni G, Bellini F, Bocci V, Collamati F, Cremonesi M, De Lucia E, Ferroli P, Fiore S, Grana CM, Marafini M, Mattei I, Morganti S, Paganelli G, Patera V, Piersanti L, Recchia L, Russomando A, Schiariti M, Sarti A, Sciubba A, Voena C, Faccini R. A novel radioguided surgery technique exploiting β(-) decays. Sci Rep 2014; 4:4401. [PMID: 24646766 PMCID: PMC3960579 DOI: 10.1038/srep04401] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Accepted: 02/27/2014] [Indexed: 12/04/2022] Open
Abstract
The background induced by the high penetration power of the radiation is the main limiting factor of the current radio-guided surgery (RGS). To partially mitigate it, a RGS with β+-emitting radio-tracers has been suggested in literature. Here we propose the use of β−-emitting radio-tracers and β− probes and discuss the advantage of this method with respect to the previously explored ones: the electron low penetration power allows for simple and versatile probes and could extend RGS to tumours for which background originating from nearby healthy tissue makes probes less effective. We developed a β− probe prototype and studied its performances on phantoms. By means of a detailed simulation we have also extrapolated the results to estimate the performances in a realistic case of meningioma, pathology which is going to be our first in-vivo test case. A good sensitivity to residuals down to 0.1 ml can be reached within 1 s with an administered activity smaller than those for PET-scans thus making the radiation exposure to medical personnel negligible.
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Cerveri P, Zazzarini CC, Patete P, Baroni G. A micro-optical system for endoscopy based on mechanical compensation paradigm using miniature piezo-actuation. Med Eng Phys 2014; 36:684-93. [PMID: 24629626 DOI: 10.1016/j.medengphy.2014.02.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 12/09/2013] [Accepted: 02/13/2014] [Indexed: 01/28/2023]
Abstract
The goal of the study was to investigate the feasibility of a novel miniaturized optical system for endoscopy. Fostering the mechanical compensation paradigm, the modeled optical system, composed by 14 lenses, separated in 4 different sets, had a total length of 15.55mm, an effective focal length ranging from 1.5 to 4.5mm with a zoom factor of about 2.8×, and an angular field of view up to 56°. Predicted maximum lens travel was less than 3.5mm. The consistency of the image plane height across the magnification range testified the zoom capability. The maximum predicted achromatic astigmatism, transverse spherical aberration, longitudinal spherical aberration and relative distortion were less than or equal to 25μm, 15μm, 35μm and 12%, respectively. Tests on tolerances showed that the manufacturing and opto-mechanics mounting are critical as little deviations from design dramatically decrease the optical performances. However, recent micro-fabrication technology can guarantee tolerances close to nominal design. A closed-loop actuation unit, devoted to move the zoom and the focus lens sets, was implemented adopting miniaturized squiggle piezo-motors and magnetic position encoders based on Hall effect. Performance results, using a prototypical test board, showed a positioning accuracy of less than 5μm along a lens travel path of 4.0mm, which was in agreement with the lens set motion features predicted by the analysis. In conclusion, this study demonstrated the feasibility of the optical design and the viability of the actuation approach while tolerances must be carefully taken into account.
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Gianoli C, Baroni G, Bauer J, Kurz C, Parodi K, Riboldi M. 77: Motion compensated reconstructions in PET-based ion beam treatment verification for moving target. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)34098-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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181
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Fassi A, Seregni M, Riboldi M, Cerveri P, Sarrut D, Baroni G. 69: Intra-fraction tumor tracking based on a surrogate-driven 4D CT motion model in particle radiation therapy. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)34090-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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182
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Finotello R, Ressel L, Arvigo M, Baroni G, Marchetti V, Romanelli G, Burrow R, Mignacca D, Blackwood L. Canine pancreatic islet cell tumours secreting insulin-like growth factor type 2: a rare entity. Vet Comp Oncol 2014; 14:170-80. [PMID: 24428588 DOI: 10.1111/vco.12085] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2013] [Revised: 12/10/2013] [Accepted: 12/18/2013] [Indexed: 12/19/2022]
Abstract
Insulin-like growth factor type II (IGF-II) is the main cause of non-islet cell tumour hypoglycaemia (NICTH) and insulin is thought to be the only factor causing hypoglycaemia in insulinomas. However, two case reports of pancreatic neuroendocrine tumours (PNETs) producing IGF-II have been previously published: a human and a canine patient. In this study, we investigated clinical, histopathological, immunohistochemical and ultrastructural features, and biological behaviour of canine pancreatic IGF-II-omas, a subgroup of PNETs that has not been previously characterized. Case records of 58 dogs with confirmed PNETs and hypoglycaemia were reviewed: six patients were affected by IGF-II-omas. Surgery was performed in all cases and two dogs had metastases. Four patients remained alive and in remission at 370, 440, 560 and 890 days post-diagnosis; two died of non-tumour-related causes. IGF-II-omas can be differentiated from insulinomas through hypoinsulinaemia, IGF-II positive and insulin negative immunostaining. The prevalence of this neoplasia is low, accounting for just 6% of PNETs.
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183
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Fassi A, Ivaldi GB, Meaglia I, Porcu P, Tabarelli de Fatis P, Liotta M, Riboldi M, Baroni G. Reproducibility of the external surface position in left-breast DIBH radiotherapy with spirometer-based monitoring. J Appl Clin Med Phys 2014; 15:4494. [PMID: 24423845 PMCID: PMC5711250 DOI: 10.1120/jacmp.v15i1.4494] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Revised: 08/19/2013] [Accepted: 08/12/2013] [Indexed: 11/23/2022] Open
Abstract
Deep inspiration breath hold (DIBH) in left-sided breast cancer radiotherapy treatments allows for a reduction in cardiac and pulmonary doses without compromising target coverage. The selection of the most appropriate technology for DIBH monitoring is a crucial issue. We evaluated the stability and reproducibility of DIBHs controlled by a spirometric device, by assessing the variability of the external surface position within a single DIBH (intra-DIBH) and between DIBHs performed in the same treatment session (intrafraction) or in different sessions (interfraction). The study included seven left-breast cancer patients treated with spirometer-based DIBH radiotherapy. Infrared optical tracking was used to record the 3D coordinates of seven to eleven passive markers placed on the patient's thoraco-abdominal surface during 29-43 DIBHs performed in six to eight treatment sessions. The obtained results showed displacements of the external surface between different sessions up to 6.3mm along a single direction, even at constant inspired volumes. The median value of the interfraction variability in the position of breast passive markers was 2.9 mm (range 1.9-4.8 mm) in the latero-lateral direction, 3.6 mm (range 2.2-4.6mm) in the antero-posterior direction, and 4.3mm (range 2.8-6.2 mm) in the cranio-caudal direction. There were no significant dose distribution variations for target and organs at risk with respect to the treatment plan, confirming the adequacy of the applied clinical margins (15 mm) to compensate for the measured setup uncertainties. This study demonstrates that spirometer-based control does not guarantee a stable and reproducible position of the external surface in left-breast DIBH radiotherapy, suggesting the need for more robust DIBH monitoring techniques when reduced margins and setup uncertainties are required for improving normal tissue sparing and decreasing cardiac and pulmonary toxicity.
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184
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Gianoli C, Riboldi M, Kurz C, Parodi K, Baroni G. PO-0905: A sinogram warping strategy for pre-reconstruction 4D PET optimization in ion beam therapy application. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)31023-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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185
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Cerveri P, Manzotti A, Vanzulli A, Baroni G. Local Shape Similarity and Mean-Shift Curvature for Deformable Surface Mapping of Anatomical Structures. IEEE Trans Biomed Eng 2014; 61:16-24. [DOI: 10.1109/tbme.2013.2274672] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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186
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Fassi A, Schaerer J, Fernandes M, Riboldi M, Sarrut D, Baroni G. Tumor Tracking Method Based on a Deformable 4D CT Breathing Motion Model Driven by an External Surface Surrogate. Int J Radiat Oncol Biol Phys 2014; 88:182-8. [PMID: 24331665 DOI: 10.1016/j.ijrobp.2013.09.026] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 08/26/2013] [Accepted: 09/13/2013] [Indexed: 12/25/2022]
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187
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Ciardo D, Jereczek-Fossa B, Zerini D, Petralia G, Cambria R, Rondi E, Cattani F, Fodor C, Baroni G, Orecchia R. EP-1695: Multimodal image registration to identify the dominant intraprostatic lesion in radiotherapy - AIRC grant IG 13218. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)31813-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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188
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Fassi A, Gerosa E, Riboldi M, Sarrut D, Baroni G. PD-0098: External-internal correlation models built from Cone-Beam CT for intrafraction tumor tracking. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)30203-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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189
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Fattori G, Saito N, Seregni M, Kaderka R, Pella A, Constantinescu A, Riboldi M, Steidl P, Cerveri P, Bert C, Durante M, Baroni G. Commissioning of an integrated platform for time-resolved treatment delivery in scanned ion beam therapy by means of optical motion monitoring. Technol Cancer Res Treat 2013; 13:517-28. [PMID: 24354750 PMCID: PMC4527457 DOI: 10.7785/tcrtexpress.2013.600275] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The integrated use of optical technologies for patient monitoring is addressed in the framework of time-resolved treatment delivery for scanned ion beam therapy. A software application has been designed to provide the therapy control system (TCS) with a continuous geometrical feedback by processing the external surrogates tridimensional data, detected in real-time via optical tracking. Conventional procedures for phase-based respiratory phase detection were implemented, as well as the interface to patient specific correlation models, in order to estimate internal tumor motion from surface markers. In this paper, particular attention is dedicated to the quantification of time delays resulting from system integration and its compensation by means of polynomial interpolation in the time domain. Dedicated tests to assess the separate delay contributions due to optical signal processing, digital data transfer to the TCS and passive beam energy modulation actuation have been performed. We report the system technological commissioning activities reporting dose distribution errors in a phantom study, where the treatment of a lung lesion was simulated, with both lateral and range beam position compensation. The zero-delay systems integration with a specific active scanning delivery machine was achieved by tuning the amount of time prediction applied to lateral (14.61 ± 0.98 ms) and depth (34.1 ± 6.29 ms) beam position correction signals, featuring sub-millimeter accuracy in forward estimation. Direct optical target observation and motion phase (MPh) based tumor motion discretization strategies were tested, resulting in −0.3(2.3)% and −1.2(9.3)% median (IQR) percentual relative dose difference with respect to static irradiation, respectively. Results confirm the technical feasibility of the implemented strategy towards 4D treatment delivery, with negligible percentual dose deviations with respect to static irradiation.
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190
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Peroni M, Spadea MF, Riboldi M, Falcone S, Vaccaro C, Sharp GC, Baroni G. Validation of Automatic Contour Propagation for 4D Treatment Planning Using Multiple Metrics. Technol Cancer Res Treat 2013; 12:501-10. [DOI: 10.7785/tcrt.2012.500347] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The aim of this work is to provide insights into multiple metrics clinical validation of deformable image registration and contour propagation methods in 4D lung radiotherapy planning. The following indices were analyzed and compared: Volume Difference (VD), Dice Similarity Coefficient (DSC), Positive Predictive Value (PPV) and Surface Distances (SD). The analysis was performed on three patient datasets, using as reference a ground-truth volume generated by means of Simultaneous Truth And Performance Level Estimation (STAPLE) algorithm from the outlines of five experts. Significant discrepancies in the quality assessment provided by the different metrics in all the examined cases were found. Metrics sensitivity was more evident in presence of image artifacts and particularly for tubular anatomical structures, such as esophagus or spinal cord. Volume Differences did not account for position and DSC exhibited criticalities due to its intrinsic symmetry ( i.e. over- and under-estimation of the reference contours cannot be discriminated) and dependency on the total volume of the structure. PPV analysis showed more robust performance, as each voxel concurs to the classification of the propagation, but was not able to detect inclusion of propagated and ground-truth volumes. Mesh distances could interpret the actual shape of the structures, but might report higher mismatches in case of large local differences in the contour surfaces. According to our study, the combination of VD and SD for the validation of contour propagation algorithms in 4D could provide the necessary failure detection accuracy.
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191
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Riyahi-Alam S, Peroni M, Baroni G, Riboldi M. Regularization in deformable registration of biomedical images based on divergence and curl operators. Methods Inf Med 2013; 53:21-8. [PMID: 24189937 DOI: 10.3414/me12-01-0109] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Accepted: 07/21/2013] [Indexed: 11/09/2022]
Abstract
BACKGROUND Similarity measures in medical images do not uniquely determine the correspondence between two voxels in deformable image registration. Uncertainties in the final computed deformation exist, questioning the actual physiological consistency of the deformation between the two images. OBJECTIVES We developed a deformable image registration method that regularizes the deformation field in order to model a deformation with physiological properties, relying on vector calculus based operators as a regularization function. METHOD We implemented a 3D multi-resolution parametric deformable image registration, containing divergence and curl of the deformation field as regularization terms. Exploiting a BSpline model, we fit the transformation to optimize histogram-based mutual information similarity measure. In order to account for compression/expansion, we extract sink/source/circulation components as irregularities in the warped image and compensate them. The registration performance was evaluated using Jacobian determinant of the deformation field, inverse-consistency, landmark errors and residual image difference along with displacement field errors. Finally, we compare our results to a robust combination of second derivative regularization, as well as to non-regularized methods. RESULTS The implementation was tested on synthetic phantoms and clinical data, leading to increased image similarity and reduced inverse-consistency errors. The statistical analysis on clinical cases showed that regularized methods are able to achieve better image similarity than non regularized methods. Also, divergence/curl regularization improves anatomical landmark errors compared to second derivative regularization. CONCLUSION The implemented divergence/curl regularization was successfully tested, leading to promising results in comparison with competitive regularization methods. Future work is required to establish parameter tuning and reduce the computational cost.
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192
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Silvatti AP, Cerveri P, Telles T, Dias FA, Baroni G, Barros RM. Quantitative underwater 3D motion analysis using submerged video cameras: accuracy analysis and trajectory reconstruction. Comput Methods Biomech Biomed Engin 2013; 16:1240-8. [DOI: 10.1080/10255842.2012.664637] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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193
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Paganelli C, Peroni M, Baroni G, Riboldi M. Quantification of organ motion based on an adaptive image-based scale invariant feature method. Med Phys 2013; 40:111701. [DOI: 10.1118/1.4822486] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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194
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Jereczek-Fossa B, Pobbiati C, Santoro L, Fodor C, Fanti P, Vigorito S, Baroni G, Zerini D, De Cobelli O, Orecchia R. Prostate positioning using cone-beam computer tomography based on manual soft-tissue registration. Strahlenther Onkol 2013; 190:81-7. [DOI: 10.1007/s00066-013-0387-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 05/22/2013] [Indexed: 11/29/2022]
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195
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Patete P, Baroni G. A tool for computer-controlled lipoaspirate deposition in autologous fat grafting. Aesthetic Plast Surg 2013; 37:833-7. [PMID: 23817747 DOI: 10.1007/s00266-013-0174-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Accepted: 05/31/2013] [Indexed: 11/30/2022]
Abstract
BACKGROUND In autologous fat grafting applied for tissue regeneration and morphologic/volumetric restoration, clinical evidence suggests that the uniformity of tissue distribution in the receiver site may influence regenerative outcomes and rates of complications. METHODS This technical report describes the prototype of a computer-assisted deposition tool designed to maximize deposition uniformity. This is obtained by modulating the lipoaspirate flow through the cannula of the syringe as a function of the tool withdrawal speed by means of a DC motor that controls the movement of the syringe plunger. Although simpler technologies for speed detection may be applied, the authors' prototype features a wireless connection with an infrared (IR) motion-tracking system for real-time detection of position, orientation, and speed of the surgical tool. The integrated motion-tracking instrumentation grants combined computer-controlled lipoaspirate deposition and real-time surgical navigation to maximize fat tissue uniformity along a planned, patient-specific insertion pattern. CONCLUSIONS The presented tool ensures the uniformity of tissue deposition through integration of the plunger motion with control of the tool movement, allowing for reduced onset of postintervention complications. EBM level 5 LEVEL OF EVIDENCE V: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .
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196
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Benassi M, Baroni G, Lugli L, Bolzani R, Nicoletti R. Visual search during motion perception. J Vis 2013. [DOI: 10.1167/13.9.1208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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197
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Raspollini MR, Amunni G, Villanucci A, Baroni G, Taddei GL. P16INK4aOverexpression is Associated with Poor Clinical Outcome in Ovarian Carcinoma. J Chemother 2013; 16:411-3. [PMID: 15332720 DOI: 10.1179/joc.2004.16.4.411] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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198
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Garibaldi C, Catalano G, Baroni G, Tagaste B, Riboldi M, Spadea MF, Ciocca M, Cambria R, Serafini F, Orecchia R. Deep inspiration breath-hold technique guided by an opto- electronic system for extracranial stereotactic treatments. J Appl Clin Med Phys 2013; 14:4087. [PMID: 23835375 PMCID: PMC5714523 DOI: 10.1120/jacmp.v14i4.4087] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2012] [Revised: 02/19/2013] [Accepted: 02/13/2013] [Indexed: 11/23/2022] Open
Abstract
The purpose of this work was to evaluate the intrapatient tumor position reproducibility in a deep inspiration breath‐hold (DIBH) technique based on two infrared optical tracking systems, ExacTrac and ELITETM, in stereotactic treatment of lung and liver lesions. After a feasibility study, the technique was applied to 15 patients. Each patient, provided with a real‐time visual feedback of external optical marker displacements, underwent a full DIBH, a free‐breathing (FB), and three consecutive DIBH CT‐scans centered on the lesion to evaluate the tumor position reproducibility. The mean reproducibility of tumor position during repeated DIBH was 0.5±0.3mm in laterolateral (LL), 1.0±0.9mm in anteroposterior (AP), and 1.4±0.9mm in craniocaudal (CC) direction for lung lesions, and 1.0±0.6mm in LL, 1.1±0.5mm in AP, and 1.2±0.4mm in CC direction for liver lesions. Intra‐and interbreath‐hold reproducibility during treatment, as determined by optical markers displacements, was below 1 mm and 3 mm, respectively, in all directions for all patients. Optically‐guided DIBH technique provides a simple noninvasive method to minimize breathing motion for collaborative patients. For each patient, it is important to ensure that the tumor position is reproducible with respect to the external markers configuration. PACS numbers: 87.53.Ly, 87.55.km
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199
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Desplanques M, Tagaste B, Fontana G, Pella A, Riboldi M, Fattori G, Donno A, Baroni G, Orecchia R. A comparative study between the imaging system and the optical tracking system in proton therapy at CNAO. JOURNAL OF RADIATION RESEARCH 2013; 54 Suppl 1:i129-i135. [PMID: 23824116 PMCID: PMC3700512 DOI: 10.1093/jrr/rrt043] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2013] [Revised: 03/15/2013] [Accepted: 03/21/2013] [Indexed: 06/02/2023]
Abstract
The synergy between in-room imaging and optical tracking, in co-operation with highly accurate robotic patient handling represents a concept for patient-set-up which has been implemented at CNAO (Centro Nazionale di Adroterapia Oncologica). In-room imaging is based on a double oblique X-ray projection system; optical tracking consists of the detection of the position of spherical markers placed directly on the patient's skin or on the immobilization devices. These markers are used as external fiducials during patient positioning and dose delivery. This study reports the results of a comparative analysis between in-room imaging and optical tracking data for patient positioning within the framework of high-precision particle therapy. Differences between the optical tracking system (OTS) and the imaging system (IS) were on average within the expected localization accuracy. On the first 633 fractions for head and neck (H&N) set-up procedures, the corrections applied by the IS, after patient positioning using the OTS only, were for the mostly sub-millimetric regarding the translations (0.4 ± 1.1 mm) and sub-gradual regarding the rotations (0.0° ± 0.8°). On the first 236 fractions for pelvis localizations the amplitude of the corrections applied by the IS after preliminary optical set-up correction were moderately higher and more dispersed (translations: 1.3 ± 2.9 mm, rotations 0.1 ± 0.9°). Although the indication of the OTS cannot replace information provided by in-room imaging devices and 2D-3D image registration, the reported data show that OTS preliminary correction might greatly support image-based patient set-up refinement and also provide a secondary, independent verification system for patient positioning.
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200
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Seregni M, Kaderka R, Fattori G, Riboldi M, Pella A, Constantinescu A, Saito N, Durante M, Cerveri P, Bert C, Baroni G. Tumor tracking based on correlation models in scanned ion beam therapy: an experimental study. Phys Med Biol 2013; 58:4659-78. [PMID: 23774669 DOI: 10.1088/0031-9155/58/13/4659] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Accurate dose delivery to extra-cranial lesions requires tumor motion compensation. An effective compensation can be achieved by real-time tracking of the target position, either measured in fluoroscopy or estimated through correlation models as a function of external surrogate motion. In this work, we integrated two internal/external correlation models (a state space model and an artificial neural network-based model) into a custom infra-red optical tracking system (OTS). Dedicated experiments were designed and conducted at GSI (Helmholtzzentrum für Schwerionenforschung). A robotic breathing phantom was used to reproduce regular and irregular internal target motion as well as external thorax motion. The position of a set of markers placed on the phantom thorax was measured with the OTS and used by the correlation models to infer the internal target position in real-time. Finally, the estimated target position was provided as input for the dynamic steering of a carbon ion beam. Geometric results showed that the correlation models transversal (2D) targeting error was always lower than 1.3 mm (root mean square). A significant decrease of the dosimetric error with respect to the uncompensated irradiation was achieved in four out of six experiments, demonstrating that phase shifts are the most critical irregularity for external/internal correlation models.
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