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Karwoski, Ronald A.

Mayo Clinic

Mayo Clinic

Citations 21

Voxel-Wise Comparison of Co-Registered Quantitative CT and Hyperpolarised Gas Diffusion-Weighted MRI Measurements in IPF
Chan, Ho‐Fung , Weatherley, Nicholas , Biancardi, Alberto , Johns, Christopher S., Karwoski, Ronald A., Bartholmai, Brian J. , Bianchi, Stephen , Wild, Jim M. , Bartholmai, Brian J , Wild, Jim M , Johns, Christopher , Tahir, Bilal

Diagnostics | November 21, 2023 | Volume: 13 | Issue: 23 | Pages: 3497

10.3390/diagnostics13233497 Get It

The patterns of idiopathic pulmonary fibrosis (IPF) lung disease that directly correspond to elevated hyperpolarised gas diffusion-weighted (DW) MRI metrics are currently unknown. This study aims to develop a spatial co-registration framework for a voxel-wise comparison of hyperpolarised gas DW-MRI and CALIPER quantitative CT patterns. Sixteen IPF patients underwent 3He DW-MRI and CT at baseline, and eleven patients had a 1-year follow-up DW-MRI. Six healthy volunteers underwent 129Xe DW-MRI at baseline only. Moreover, 3He DW-MRI was indirectly co-registered to CT via spatially aligned 3He ventilation and structural 1H MRI. A voxel-wise comparison of the overlapping 3He apparent diffusion coefficient (ADC) and mean acinar dimension (LmD) maps with CALIPER CT patterns was performed at baseline and after 1 year. The abnormal lung percentage classified with the LmD value, based on a healthy volunteer 129Xe LmD, and CALIPER was compared with a Bland–Altman analysis. The largest DW-MRI metrics were found in the regions classified as honeycombing, and longitudinal DW-MRI changes were observed in the baseline-classified reticular changes and ground-glass opacities regions. A mean bias of −15.3% (95% interval −56.8% to 26.2%) towards CALIPER was observed for the abnormal lung percentage. This suggests DW-MRI may detect microstructural changes in areas of the lung that are determined visibly and quantitatively normal by CT.
Differentiation of Idiopathic Pulmonary Fibrosis from Connective Tissue Disease-Related Interstitial Lung Disease Using Quantitative Imaging
Adegunsoye, Ayodeji , Cannon, Brenna, Vij, Rekha, King, Christopher S. , Montner, Steven M. , Thirkateh, Prahasit , Barnett, Scott D. , Karwoski, Ronald A., Bartholmai, Brian J. , Strek, Mary E. , Nathan, Steven D. , Karwoski, Ronald, Bartholmai, Brian J , Chung, Jonathan Hero , Oldham, Justin M

Journal of Clinical Medicine | June 17, 2021 | Volume: 10 | Issue: 12 | Pages: 2663

10.3390/jcm10122663 Get It

A usual interstitial pneumonia (UIP) imaging pattern can be seen in both idiopathic pulmonary fibrosis (IPF) and connective tissue disease-related interstitial lung disease (CTD-ILD). The purpose of this multicenter study was to assess whether quantitative imaging data differ between IPF and CTD-ILD in the setting of UIP. Patients evaluated at two medical centers with CTD-ILD or IPF and a UIP pattern on CT or pathology served as derivation and validation cohorts. Chest CT data were quantitatively analyzed including total volumes of honeycombing, reticulation, ground-glass opacity, normal lung, and vessel related structures (VRS). VRS was compared with forced vital capacity percent predicted (FVC%) and percent predicted diffusing capacity of the lungs for carbon monoxide (DLCO%). There were 296 subjects in total, with 40 CTD-ILD and 85 IPF subjects in the derivation cohort, and 62 CTD-ILD and 109 IPF subjects in the validation cohort. VRS was greater in IPF across the cohorts on univariate (p < 0.001) and multivariable (p < 0.001–0.047) analyses. VRS was inversely correlated with DLCO% in both cohorts on univariate (p < 0.001) and in the derivation cohort on multivariable analysis (p = 0.003) but not FVC%. Total volume of normal lung was associated with DLCO% (p < 0.001) and FVC% (p < 0.001–0.009) on multivariable analysis in both cohorts. VRS appears to have promise in differentiating CTD-ILD from IPF. The underlying pathophysiological relationship between VRS and ILD is complex and is likely not explained solely by lung fibrosis.
Generic User-guided Interaction Paradigm for Precise Post-slice-wise Processing of Tomographic Deep Learning Segmentations Utilizing Graph Cut and Graph Segmentation
Zwettler, Gerald , Backfrieder, Werner, Karwoski, Ronald A., Iii, David

Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications | February 17, 2021 | Volume: No volume available | Issue: No issue available | Pages: 235-244

10.5220/0010190702350244 Get It

Automated CT Analysis of Major Forms of Interstitial Lung Disease
Crews, Marlee S. , Bartholmai, Brian J. , Adegunsoye, Ayodeji , Montner, Steven M. , Karwoski, Ronald A., Husain, Aliya N. , Vij, Rekha, Noth, Imre , Strek, Mary E. , Bartholmai, Brian J , Oldham, Justin M , Chung, Jonathan Hero

Journal of Clinical Medicine | November 23, 2020 | Volume: 9 | Issue: 11 | Pages: 3776

10.3390/jcm9113776 Get It

This study aimed to determine diagnostic and prognostic differences in major forms of interstitial lung disease using quantitative CT imaging. A retrospective study of 225 subjects with a multidisciplinary diagnosis of idiopathic pulmonary fibrosis (IPF), interstitial pneumonia with autoimmune features (IPAF), connective tissue disease (CTD), or chronic hypersensitivity pneumonitis (cHP) was conducted. Non-contrast CT scans were analyzed using the Computer Aided Lung Informatics for Pathology Evaluation and Rating (CALIPER) program. Resulting data were analyzed statistically using ANOVA and Student’s t-test. Univariate, multivariable, and receiver operating characteristic analyses were conducted on patient mortality data. CALIPER analysis of axial distribution on CT scans in those with IPF demonstrated greater peripheral volumes of reticulation than either CTD (p = 0.033) or cHP (p = 0.007). CTD showed lower peripheral ground-glass opacity than IPF (p = 0.005) and IPAF (p = 0.004). Statistical analysis of zonal distributions revealed reduced lower zone ground-glass opacity in cHP than IPF (p = 0.044) or IPAF (p = 0.018). Analysis of pulmonary vascular-related structure (VRS) volume by diagnosis indicated greater VRS volume in IPF compared to CTD (p = 0.003) and cHP (p = 0.003) as well as in IPAF compared to CTD (p = 0.007) and cHP (p = 0.007). Increased reticulation (p = 0.043) and ground glass opacity (p = 0.032) were predictive of mortality on univariate analysis. Increased pulmonary VRS volume was predictive of mortality (p < 0.001) even after multivariate analysis (p = 0.041). Quantitative CT imaging revealed significant differences between ILD diagnoses in specific CT findings in axial and, to a lesser degree, zonal distributions. Increased pulmonary VRS volume seems to be associated with both diagnosis and survival.
Longitudinal Radiological Characterization of Clinically Indolent and Aggressive Lung Adenocarcinomas Using Computer Aided Nodule Analysis and Risk Yield (CANARY)
Khawaja, Ali , Rajagopalan, S., Karwoski, Ronald A., Maldonado, Fabien , Peikert, Tobias, Rajagopalan, S., Bartholmai, Brian J.

B110. IMAGING AND MOLECULAR BIOMARKERS FOR LUNG CANCER | July 7, 2020 | Volume: No volume available | Issue: No issue available | Pages: A4466-A4466

10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4466 Get It

Quantitative CT Analysis of Diffuse Lung Disease
Chen, Alicia , Karwoski, Ronald A., Gierada, David S. , Bartholmai, Brian J. , Koo, Chi Wan , Bartholmai, Brian J , Chen, Alicia

RadioGraphics | November 29, 2019 | Volume: 40 | Issue: 1 | Pages: 28-43

10.1148/rg.2020190099 Get It

Lung Adenocarcinoma Invasiveness Varies Regionally and Can Be Predicted by Score Indicative of Lung Cancer Aggression (SILA)
Varghese, Cyril , Rajagopalan, S., Karwoski, Ronald A., Maldonado, Fabien , Peikert, Tobias, Rajagopalan, S., Bartholmai, Brian J. , Boland, Jennifer M.

A110. NOVEL IMAGING FOR LUNG CANCER: A PICTURE IS WORTH A THOUSAND WORDS | August 26, 2019 | Volume: No volume available | Issue: No issue available | Pages: A2612-A2612

10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a2612 Get It

Consistency of Automated Quantitation of Pulmonary Parenchymal Patterns on Normal, Low and Ultra-Low Dose CT
Braun, Christian, Koo, Chi Wan , Foley, Finbar, Porquera, Eva M. Carmona, Kalra, Sanjay , Shaughnessy, Gabe , Egan, Ashley M. , Karwoski, Ronald A., Peikert, Tobias, Rajagoplan, S., Jacob, Joseph , Bartholmai, Brian J.

C22. ILD: DIAGNOSIS | August 26, 2019 | Volume: No volume available | Issue: No issue available | Pages: A4313-A4313

10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a4313 Get It

Comparison of changes in rectal area and volume during MR evacuation proctography in healthy and constipated adults
Narayanan, Susrutha Puthanmadhom, Sharma, Mayank , Karwoski, Ronald A., Holmes, David R. , Bharucha, Adil E. , Puthanmadhom Narayanan, Susrutha, Bharucha, A E , Fletcher, Joel G.

Neurogastroenterology & Motility | April 26, 2019 | Volume: 31 | Issue: 7 | Pages: No page available

10.1111/nmo.13608 Get It

AbstractBackgroundDuring proctography, rectal emptying is visually estimated by the reduction in rectal area. The correlation between changes in rectal area, which is a surrogate measure of volume, is unclear. Our aims were to compare the change in rectal area and volume during magnetic resonance (MR) proctography and to compare these parameters with rectal balloon expulsion time (BET).MethodsIn 49 healthy and 46 constipated participants, we measured BET and rectal area and volume with a software program before and after participants expelled rectal gel during proctography.Key ResultsAll participants completed both tests; six healthy and 17 constipated patients had a prolonged (>60 seconds) BET. During evacuation, the reduction in rectal area and volume was lower in participants with an abnormal than a normal BET (P < 0.01). The reduction in rectal area and volume were strongly correlated (r = 0.93, P < 0.001) and equivalent for identifying participants with abnormal BET. Among participants with less evacuation, the reduction in rectal area underestimated the reduction in rectal volume. A rectocele larger than 2 cm was observed in eight of 18 (44%) participants in whom the difference between change in volume and area was ˃10% but only 14 of 77 (18%) participants in whom the difference was ≤10% (P = 0.03).ConclusionsMeasured with MR proctography, the rectal area is reasonably accurate for quantifying rectal emptying and equivalent to rectal volume for distinguishing between normal and abnormal BET. When evacuation is reduced, the change in rectal area may underestimate the change in rectal volume.
Assessment of Interstitial Lung Disease Using Lung Ultrasound Surface Wave Elastography
Clay, Ryan , Bartholmai, Brian J. , Zhou, Boran , Karwoski, Ronald A., Peikert, Tobias, Osborn, Thomas G. , Rajagopalan, Srinivasan, Kalra, Sanjay , Zhang, Xiaoming , Karwoski, Ronald, Zhang, Xiaoming , Bartholmai, Brian J

Journal of Thoracic Imaging | June 5, 2018 | Volume: 34 | Issue: 5 | Pages: 313-319

10.1097/rti.0000000000000334 Get It

Purpose: Optimal strategies to detect early interstitial lung disease (ILD) are unknown. ILD is frequently subpleural in distribution and affects lung elasticity. Lung ultrasound surface wave elastography (LUSWE) is a noninvasive method of quantifying superficial lung tissue elastic properties. In LUWSE a handheld device applied at the intercostal space vibrates the chest at a set frequency, and the lung surface wave velocity is measured by an ultrasound probe 5 mm away in the same intercostal space. We explored LUWSE’s ability to detect ILD and correlated LUSWE velocity with physiological, quantitative, and visual radiologic features of subjects with known ILD and of healthy controls. Materials and Methods: Seventy-seven subjects with ILD, mostly caused by connective tissue disease, and 19 healthy controls were recruited. LUSWE was performed on all subjects in 3 intercostal lung regions bilaterally. Comparison of LUSWE velocities pulmonary function testing, visual assessment, and quantitative analysis of recent computed tomographic imaging with Computer-Aided Lung Informatics for Pathology Evaluation and Rating (CALIPER) software. Results: Sonographic velocities were higher in all lung regions for cases, with the greatest difference in the lateral lower lung. Median velocity in m/s was 5.84 versus 4.11 and 5.96 versus 4.27 (P<0.00001) for cases versus controls, left and right lateral lower lung zones, respectively. LUSWE velocity correlated negatively with vital capacity and positively with radiologist and CALIPER-detected interstitial abnormalities. Conclusions: LUSWE is a safe and noninvasive technique that shows high sensitivity to detect ILD and correlated with clinical, physiological, radiologic, and quantitative assessments of ILD. Prospective study in detecting ILD is indicated.