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Favazza, Christopher

https://orcid.org/0000-0002-4051-6381

Mayo Clinic

Mayo Clinic

Citations 23

Framework of metal insertion in the projection domain for image quality optimization in interventional computed tomography
Ren, Liqiang , Ferrero, Andrea , Favazza, Christopher

Journal of Medical Imaging | June 17, 2022 | Volume: 9 | Issue: 03 | Pages: No page available

10.1117/1.jmi.9.3.035001 Get It

MR-guided Cryoablation for the Treatment of Symptomatic Pedal Vascular Malformations
Koepsel, Erica M. Knavel , Bendel, Emily C. , Augustine, Matthew , Tollefson, Megha M. , Gorny, Krzysztof R. , Lu, Aiming , Favazza, Christopher , Woodrum, David A. , Thompson, Scott M.

Journal of Vascular Anomalies | December 3, 2021 | Volume: 2 | Issue: 4 | Pages: e029

10.1097/jova.0000000000000029 Get It

Objective: Vascular malformations are benign vascular anomalies characterized by abnormally developed arterial, venous, and lymphatic structures, which are often symptomatic. Historical and current treatment techniques include intravascular embolization/sclerosis and surgical resection. While these techniques have proven to be successful at managing and treating these types of lesions, these techniques are not without risk, especially in the small spaces of the hands and feet. Cryoablation for the treatment of low-flow vascular malformations is a new and evolving technique. We present five cases of symptomatic pedal vascular malformations treated with MR guided cryoablation, which provides encouraging safety and feasibility results for these difficult to treat lesions. Methods: A retrospective review of patients who had undergone MR-guided cryoablation of their pedal vascular malformations between January 2016 and January 2020 was performed. Results: Five cryoablations were completed without immediate complication. All patients reported markedly decreased pain corresponding to the treated area and improvement in their ability to return to a more active lifestyle. Two patients experienced mild transient numbness which resolved by 2–3 months and one patient experienced a transient motor and sensory neuropathy which resolved by 6 months. Conclusion: We present five cases of successful MR-guided cryoablation of symptomatic pedal venous malformations. Many of the patients included in this review failed conservative and other interventional/surgical treatments. The treatment options for this patient cohort can be limited given small space within the plantar aspect of the foot. Cryoablation of these lesions can be performed safely especially under continuous MRI monitoring. Level of Evidence: Case series (Level 4)
Body Interventional MRI for Diagnostic and Interventional Radiologists: Current Practice and Future Prospects
Thompson, Scott M. , Gorny, Krzysztof R. , Koepsel, Erica M. Knavel , Welch, Brian T. , Mynderse, Lance A. , Lu, Aiming , Favazza, Christopher , Felmlee, Joel P. , Woodrum, David A. , Mynderse, Lance, Favazza, Christopher P, Thompson, Scott

RadioGraphics | October 1, 2021 | Volume: 41 | Issue: 6 | Pages: 1785-1801

10.1148/rg.2021210040 Get It

Task‐specific efficient channel selection and bias management for Gabor function channelized Hotelling observer model for the assessment of x‐ray angiography system performance
Gomez‐Cardona, Daniel, Favazza, Christopher , Schueler, Beth A. , Fetterly, Kenneth A. , Favazza, Christopher P, Leng, Shuai

Medical Physics | March 3, 2021 | Volume: 48 | Issue: 7 | Pages: 3638-3653

10.1002/mp.14813 Get It

PurposeChannelized Hotelling observer (CHO) models have been implemented to assess imaging performance in x‐ray angiography systems. While current methods are appropriate for assessing unprocessed images of moving test objects upon uniform‐exposure backgrounds, they are inadequate for assessing conditions which more appropriately mimic clinical imaging conditions including the combination of moving test objects, complex anthropomorphic backgrounds, and image processing. In support of this broad goal, the purpose of this work was to develop theory and methods to automatically select a subset of task‐specific efficient Gabor channels from a task‐generic Gabor channel base set. Also, previously described theory and methods to manage detectability index (d′) bias due to nonrandom temporal variations in image electronic noise will be revisited herein.MethodsStarting with a base set of 96 Gabor channels, backward elimination of channels was used to automatically identify an “efficient” channel subset which reduced the number of channels retained in the subset while maintaining the magnitude of the d′ estimate. The concept of a pixelwise Hotelling observer (PHO) model was introduced and similarly implemented to assess the performance of the efficient‐channel CHO model. Bias in d′ estimates arising from temporally variable nonstationary noise was modeled as a bivariate probability density function for normal distributions, where one variable corresponds to the signal from the test object and the other variable corresponds to the signal from temporally variable nonstationary noise. Theory and methods were tested on uniform‐exposure unprocessed angiography images with detector target dose (DTD) of 6, 18, and 120 nGy containing static disk‐shaped test objects with diameter in the range of 0.5 to 4 mm.ResultsConsidering all DTD levels and test object sizes, the proposed method reduced the number of Gabor channels in the final subset by 63–82% compared to the original 96 Gabor channel base set, while maintaining a mean relative performance () of 95% 4% with respect to the reference PHO model. Experimental results demonstrated that the bivariate approach to account for bias due to temporally variable nonstationary noise resulted in improved correlation between the CHO and PHO models as compared to a previously proposed univariate approach.ConclusionsComputationally efficient backward elimination can be used to select an efficient subset of Gabor channels from an initial channel base set without substantially compromising the magnitude of the d′ estimate. Bias due to temporally variable nonstationary noise can be modeled through a bivariate approach leading to an improved unbiased estimate of d′.
Evaluation of Shimming Techniques on MRI Breast Image Quality at 1.5T
Favazza, Christopher , Axmacher, Jessica A, Trzasko, Joshua D. , Lee, Christine U. , Zhou, Wei , Favazza, Christopher P, Zhou, Wei , Geske, Jennifer R.

Journal of Breast Imaging | August 23, 2019 | Volume: 1 | Issue: 3 | Pages: 199-204

10.1093/jbi/wbz045 Get It

Abstract Objective The quality of all clinical MRI is dependent on B0 homogeneity, which is optimized during the shimming part of a prescan or preparatory phase before image acquisition. The purpose of this study was to assess shimming techniques clinically employed for breast MRI across our practice, and to determine factors that correlate with higher image quality for contrast-enhanced breast MRI at 1.5T. Methods One hundred consecutive female patients were retrospectively collected with Institutional Review Board approval. Shimming-related parameters, including shim-box placement and shimming gradient offsets were extracted from prior contrast-enhanced 3D fat-suppressed T1-weighted gradient echo image acquisitions. Three breast radiologists evaluated these images for fat saturation, breast density, overall image quality, and artifacts. Technologist experience was also evaluated for variability of shimming. Generalized linear mixed models were used to compare acquisition parameters between fat saturation. P < 0.05 was considered as statistical significance. Results The percentage of soft tissue inside the field of view (FOV) (ie, Tissue/FOV) in the good fat-saturation group (0.37 ± 0.06) was significantly lower (P < 0.01) than that in the poor fat-saturation group (0.39 ± 0.06). Other shimming-related parameters were found not significantly affecting the fat-saturation outcomes. Technologists with more experience tended to have less variable shimming performance than junior technologists did. Conclusions The quality of clinical MRI and especially breast MRI is highly dependent on shimming. Decreasing Tissue/FOV was associated with good image quality (good fat saturation). Optimization of shimming may require manual shimming or higher-order field-correction strategies.
Development of a robust MRI fiducial system for automated fusion of MR‐US abdominal images
Favazza, Christopher , Gorny, Krzysztof R. , Callstrom, Matthew R. , Kurup, A. Nicholas , Washburn, Michael J., Trester, Pamela S. , Fowler, Charles L., Hangiandreou, Nicholas J., Favazza, Christopher P, Kurup, Anil N, Kurup, Anil N

Journal of Applied Clinical Medical Physics | May 22, 2018 | Volume: 19 | Issue: 4 | Pages: 261-270

10.1002/acm2.12352 Get It

AbstractWe present the development of a two‐component magnetic resonance (MR) fiducial system, that is, a fiducial marker device combined with an auto‐segmentation algorithm, designed to be paired with existing ultrasound probe tracking and image fusion technology to automatically fuse MR and ultrasound (US) images. The fiducial device consisted of four ~6.4 mL cylindrical wells filled with 1 g/L copper sulfate solution. The algorithm was designed to automatically segment the device in clinical abdominal MR images. The algorithm's detection rate and repeatability were investigated through a phantom study and in human volunteers. The detection rate was 100% in all phantom and human images. The center‐of‐mass of the fiducial device was robustly identified with maximum variations of 2.9 mm in position and 0.9° in angular orientation. In volunteer images, average differences between algorithm‐measured inter‐marker spacings and actual separation distances were 0.53 ± 0.36 mm. “Proof‐of‐concept” automatic MR‐US fusions were conducted with sets of images from both a phantom and volunteer using a commercial prototype system, which was built based on the above findings. Image fusion accuracy was measured to be within 5 mm for breath‐hold scanning. These results demonstrate the capability of this approach to automatically fuse US and MR images acquired across a wide range of clinical abdominal pulse sequences.
Safety of Laser Interstitial Thermal Therapy in Patients With Pacemakers
Gorny, Krzysztof R. , Favazza, Christopher , Watson, Robert E. , Favazza, Christopher P, Grewal, Sanjeet S. , Kaufmann, Timothy J. , Gompel, Jamie J. Van

Operative Neurosurgery | February 10, 2018 | Volume: 15 | Issue: 5 | Pages: E69-E72

10.1093/ons/opx292 Get It

Abstract BACKGROUND AND IMPORTANCE Laser interstitial thermal therapy (LiTT) has increasingly been used as a treatment option for medically refractory epilepsy, tumors, and radiation necrosis. The use of LiTT requires intraoperative magnetic resonance (MR) thermography. This can become an issue in patients with other implanted therapeutic devices such as pacemakers and vagal nerve stimulators due to concerns regarding increases in the specific absorption rate (SAR). This is a technical case report demonstrating a successfully and safely performed LiTT in a 1.5-T magnetic resonance imaging (MRI) in a patient with a pacemaker for mesial temporal sclerosis. CLINICAL PRESENTATION An 83-yr-old gentleman who had an implanted cardiac pacemaker presented with medically intractable epilepsy and was confirmed to have mesial temporal sclerosis on imaging. Video electroencephalography demonstrated concordant ipsilateral seizures and semiology. He underwent LiTT for ablation of the mesial temporal lobe. This was performed with the below described protocol with a cardiology nurse monitoring the patient's cardiac condition and a physicist monitoring SAR, and MR imaging quality without any adverse events. CONCLUSION This study reports on a protocol of cardiac and MR SAR to safely perform MR-guided LiTT in the setting of traditional pacemakers in patients who are not pacemaker dependent.
Use of a channelized Hotelling observer to assess CT image quality and optimize dose reduction for iteratively reconstructed images
Favazza, Christopher , Ferrero, Andrea , Yu, Lifeng , McMillan, Kyle, Favazza, Christopher P, McMillan, Kyle L, McCollough, Cynthia H , Leng, Shuai , Yu, Lifeng , Leng, Shuai

Journal of Medical Imaging | October 3, 2017 | Volume: 4 | Issue: 03 | Pages: 1

10.1117/1.jmi.4.3.031213 Get It

Evaluation of feasibility of 1.5 Tesla prostate MRI using body coil RF transmit in a patient with an implanted vagus nerve stimulator
Favazza, Christopher , Edmonson, Heidi A. , Shu, Yunhong , Felmlee, Joel P. , Watson, Robert E. , Gorny, Krzysztof R. , Favazza, Christopher P, Ma, Chi , Ma, Chi

Medical Physics | September 7, 2017 | Volume: 44 | Issue: 11 | Pages: 5749-5754

10.1002/mp.12567 Get It

PurposeTo assess risks of RF‐heating of a vagus nerve stimulator (VNS) during 1.5 T prostate MRI using body coil transmit and to compare these risks with those associated with MRI head exams using a transmit/receive head coil.MethodsSpatial distributions of radio‐frequency (RF) B1 fields generated by transmit/receive (T/R) body and head coils were empirically assessed along the long axis of a 1.5 T MRI scanner bore. Measurements were obtained along the center axis of the scanner and laterally offset by 15 cm (body coil) and 7 cm (head coil). RF‐field measurements were supplemented with direct measurements of RF‐heating of 15 cm long copper wires affixed to and submerged in the “neck” region of the gelled saline‐filled (sodium chloride and polyacrylic acid) “head‐and‐torso” phantom. Temperature elevations at the lead tips were measured using fiber‐optic thermometers with the phantom positioned at systematically increased distances from the scanner isocenter.ResultsB1 field measurements demonstrated greater than 10 dB reduction in RF power at distances beyond 28 cm and 24 cm from isocenter for body and head coil, respectively. Moreover, RF power from body coil transmit at distances greater than 32 cm from isocenter was found to be lower than from the RF power from head coil transmit measured at locations adjacent to the coil array at its opening. Correspondingly, maximum temperature elevations at the tips of the copper wires decreased with increasing distance from isocenter — from 7.4°C at 0 cm to no appreciable heating at locations beyond 40 cm.ConclusionsFor the particular scanner model evaluated in this study, positioning an implanted VNS farther than 32 cm from isocenter (configuration achievable for prostate exams) can reduce risks of RF‐heating resulting from the body coil transmit to those associated with using a T/R head coil.
Correlation between a 2D channelized Hotelling observer and human observers in a low‐contrast detection task with multislice reading in CT
Yu, Lifeng , Chen, Baiyu , Kofler, James M., Favazza, Christopher , Kupinski, Matthew A. , Favazza, Christopher P, Yu, Lifeng , Leng, Shuai , McCollough, Cynthia H.

Medical Physics | May 28, 2017 | Volume: 44 | Issue: 8 | Pages: 3990-3999

10.1002/mp.12380 Get It

PurposeModel observers have been successfully developed and used to assess the quality of static 2D CT images. However, radiologists typically read images by paging through multiple 2D slices (i.e., multislice reading). The purpose of this study was to correlate human and model observer performance in a low‐contrast detection task performed using both 2D and multislice reading, and to determine if the 2D model observer still correlate well with human observer performance in multislice reading.MethodsA phantom containing 18 low‐contrast spheres (6 sizes × 3 contrast levels) was scanned on a 192‐slice CT scanner at five dose levels (CTDIvol = 27, 13.5, 6.8, 3.4, and 1.7 mGy), each repeated 100 times. Images were reconstructed using both filtered‐backprojection (FBP) and an iterative reconstruction (IR) method (ADMIRE, Siemens). A 3D volume of interest (VOI) around each sphere was extracted and placed side‐by‐side with a signal‐absent VOI to create a 2‐alternative forced choice (2AFC) trial. Sixteen 2AFC studies were generated, each with 100 trials, to evaluate the impact of radiation dose, lesion size and contrast, and reconstruction methods on object detection. In total, 1600 trials were presented to both model and human observers. Three medical physicists acted as human observers and were allowed to page through the 3D volumes to make a decision for each 2AFC trial. The human observer performance was compared with the performance of a multislice channelized Hotelling observer (CHO_MS), which integrates multislice image data, and with the performance of previously validated CHO, which operates on static 2D images (CHO_2D). For comparison, the same 16 2AFC studies were also performed in a 2D viewing mode by the human observers and compared with the multislice viewing performance and the two CHO models.ResultsHuman observer performance was well correlated with the CHO_2D performance in the 2D viewing mode [Pearson product‐moment correlation coefficient R = 0.972, 95% confidence interval (CI): 0.919 to 0.990] and with the CHO_MS performance in the multislice viewing mode (R = 0.952, 95% CI: 0.865 to 0.984). The CHO_2D performance, calculated from the 2D viewing mode, also had a strong correlation with human observer performance in the multislice viewing mode (R = 0.957, 95% CI: 879 to 0.985). Human observer performance varied between the multislice and 2D modes. One reader performed better in the multislice mode (P = 0.013); whereas the other two readers showed no significant difference between the two viewing modes (P = 0.057 and P = 0.38).ConclusionsA 2D CHO model is highly correlated with human observer performance in detecting spherical low contrast objects in multislice viewing of CT images. This finding provides some evidence for the use of a simpler, 2D CHO to assess image quality in clinically relevant CT tasks where multislice viewing is used.