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The Need for Practical and Accurate Measures of Value for Radiology
Gupta, Rajan T; Saunders, Robert S; Rosenkrantz, Andrew B; Paulson, Erik K; Samei, Ehsan
Radiologists play a critical role in helping the health care system achieve greater value. Unfortunately, today radiology is often judged by simple "checkbox" metrics, which neither directly reflect the value radiologists provide nor the outcomes they help drive. To change this system, first, we must attempt to better define the elusive term value and, then, quantify the value of imaging through more relevant and meaningful metrics that can be more directly correlated with outcomes. This framework can further improve radiology's value by enhancing radiologists' integration into the care team and their engagement with patients. With these improvements, we can maximize the value of imaging in the overall care of patients.
PMID: 30598415
ISSN: 1558-349x
CID: 3563332
TEMPORARY REMOVAL: Invasive Procedural Versus Diagnostic Imaging and Clinical Services Rendered by Radiology Trainees Over Two Decades [Correction]
Rosenkrantz, Andrew B; Hawkins, C Matthew; Deitte, Lori A; Hemingway, Jennifer; Hughes, Danny R; Duszak, Richard
The publisher regrets that this article has been temporarily removed. A replacement will appear as soon as possible in which the reason for the removal of the article will be specified, or the article will be reinstated. The full Elsevier Policy on Article Withdrawal can be found at https://www.elsevier.com/about/our-business/policies/article-withdrawal.
PMID: 30616965
ISSN: 1558-349x
CID: 3579822
Diffusion-weighted Imaging of Prostate Cancer: Revisiting Occam's Razor [Comment]
Sigmund, Eric E; Rosenkrantz, Andrew B
PMID: 30942671
ISSN: 1527-1315
CID: 3858912
Population net benefit of prostate MRI with high spatiotemporal resolution contrast-enhanced imaging: A decision curve analysis
Prabhu, Vinay; Rosenkrantz, Andrew B; Otazo, Ricardo; Sodickson, Daniel K; Kang, Stella K
BACKGROUND:The value of dynamic contrast-enhanced (DCE) sequences in prostate MRI compared with noncontrast MRI is controversial. PURPOSE/OBJECTIVE:To evaluate the population net benefit of risk stratification using DCE-MRI for detection of high-grade prostate cancer (HGPCA), with or without high spatiotemporal resolution DCE imaging. STUDY TYPE/METHODS:Decision curve analysis. POPULATION/METHODS:Previously published patient studies on MRI for HGPCA detection, one using DCE with golden-angle radial sparse parallel (GRASP) images and the other using standard DCE-MRI. FIELD STRENGTH/SEQUENCE/UNASSIGNED:GRASP or standard DCE-MRI at 3 T. ASSESSMENT/RESULTS:Each study reported the proportion of lesions with HGPCA in each Prostate Imaging Reporting and Data System version 2 (PI-RADS v2) category (1-5), before and after reclassification of peripheral zone lesions from PI-RADS 3-4 based on contrast-enhanced images. This additional risk stratifying information was translated to population net benefit, when biopsy was hypothetically performed for: all lesions, no lesions, PI-RADS ≥3 (using NC-MRI), and PI-RADS ≥4 on DCE. STATISTICAL TESTS/UNASSIGNED:Decision curve analysis was performed for both GRASP and standard DCE-MRI data, translating the avoidance of unnecessary biopsies and detection of HGPCA to population net benefit. We standardized net benefit values for HGPCA prevalence and graphically summarized the comparative net benefit of biopsy strategies. RESULTS:For a clinically relevant range of risk thresholds for HGPCA (>11%), GRASP DCE-MRI with biopsy of PI-RADS ≥4 lesions provided the highest net benefit, while biopsy of PI-RADS ≥3 lesions provided highest net benefit at low personal risk thresholds (2-11%). In the same range of risk thresholds using standard DCE-MRI, the optimal strategy was biopsy for all lesions (0-15% risk threshold) or PI-RADS ≥3 on NC-MRI (16-33% risk threshold). DATA CONCLUSION/UNASSIGNED:GRASP DCE-MRI may potentially enable biopsy of PI-RADS ≥4 lesions, providing relatively preserved detection of HGPCA and avoidance of unnecessary biopsies compared with biopsy of all PI-RADS ≥3 lesions. J. Magn. Reson. Imaging 2019.
PMID: 30629317
ISSN: 1522-2586
CID: 3579942
Increasing Utilization of Chest Imaging in US Emergency Departments From 1994 to 2015
Chung, Jonathan H; Duszak, Richard; Hemingway, Jennifer; Hughes, Danny R; Rosenkrantz, Andrew B
PURPOSE/OBJECTIVE:The aim of this study was to assess national and state-specific changes in emergency department (ED) chest imaging utilization from 1994 to 2015. METHODS:Using aggregate 100% Medicare Physician/Supplier Procedure Summary Master Files for 1994 to 2015, the annual frequency of chest imaging in Medicare Part B beneficiaries in the ED setting was identified, and utilization was normalized to annual Medicare enrollment as well as annual ED visits. Using individual Medicare beneficiary 5% research-identifiable files, similar determinations were performed for each state. RESULTS:Between 1994 and 2015, per 1,000 beneficiaries, ED utilization of chest radiography and CT increased by 173% (compound annual growth rate [CAGR] 4.9%) and 5,941.8% (CAGR 21.6%). Per 1,000 ED visits, utilization increased by 81% (CAGR 2.9%) and 3,915.4% (CAGR 19.2%), respectively. Across states, utilization was highly variable, with 2015 radiography utilization per 1,000 ED visits ranging from 82 (Wyoming) to 731 (Hawaii) and CT utilization ranging from 18 (Wyoming) to 76 (Hawaii). Between 2004 and 2015, most states demonstrated increases in the utilization of both radiography (maximal increase of CAGR 11.0% in Vermont) and CT (maximal increase of CAGR 21.0% in Maine). Nonetheless, utilization of radiography declined in four states and utilization of CT in a single state. CONCLUSIONS:Over the past two decades, ED utilization of chest imaging has increased. This was related not only to an increasing frequency of ED visits but also to increasing utilization per ED visit. Across states, utilization is highly variable, but with radiography and CT both increasing, the use of CT seems additive to, rather than replacing, radiography.
PMID: 30611682
ISSN: 1558-349x
CID: 3579752
The Evolution of MRI of the Prostate: The Past, the Present, and the Future
Giganti, Francesco; Rosenkrantz, Andrew B; Villeirs, Geert; Panebianco, Valeria; Stabile, Armando; Emberton, Mark; Moore, Caroline M
OBJECTIVE. The purpose of this article is to discuss the evolution of MRI in prostate cancer from the early 1980s to the current day, providing analysis of the key studies on this topic. CONCLUSION. The rapid diffusion of MRI technology has meant that residual variability remains between centers regarding the quality of acquisition and the quality and standardization of reporting.
PMID: 31039022
ISSN: 1546-3141
CID: 3854642
State-Level Variation in Inferior Vena Cava Filter Utilization Across Medicare and Commercially Insured Populations
Kishore, Divya; Horný, Michal; Rosenkrantz, Andrew B; Hemingway, Jennifer; Hughes, Danny R; Duszak, Richard
OBJECTIVE:Recent research on inferior vena cava (IVC) filter utilization in the United States has largely focused on national aggregate Medicare datasets, showing recent declines. Whether these national Medicare trends are generalizable across regions and payer populations is unknown. We studied recent state-level variation in IVC filter utilization across both Medicare and private insurance populations. MATERIALS AND METHODS/METHODS:Using large individual beneficiary claims-level Medicare research identifiable files and a proprietary U.S. research database of the commercially insured population, we identified all billed IVC filter placement procedures performed between 2009 and 2015. We compared population-adjusted utilization rates by state and payer type. RESULTS:Between 2009 and 2015, IVC filter utilization across the United States declined by 36.3% (from 177.9 to 113.3 procedures per 100,000 beneficiaries) in the Medicare population and by 26.6% (from 32.7 to 24.0 procedures per 100,000 beneficiaries) in the privately insured population. For the Medicare population, state-level utilization rates varied 5.2-fold, from 48.4 to 251.3 procedures per 100,000 beneficiaries in Alaska and New Jersey, respectively. For the private insurance population, rates varied 5.5-fold, from 10.8 to 59.5 procedures per 100,000 beneficiaries in Oregon and Michigan, respectively. Nationally, utilization in the Medicare population was 5.0 times higher than that in the private insurance population (range by state, from 2.0 times higher in Hawaii to 11.1 times higher in Utah). Despite the national decline, utilization in Medicare and private insurance populations increased in five and seven states, respectively. State-level IVC filter utilization rates for the Medicare population correlated strongly with those for the privately insured population (r = 0.74; p < 0.001). In both the Medicare and privately insured populations, utilization rates correlated moderately with beneficiary age (r = 0.44 and r = 0.50, respectively; p < 0.001 for both). CONCLUSION/CONCLUSIONS:IVC filter utilization rates vary dramatically by state and payer population, and they likely depend in part on the age of the covered population. To better identify demographic and socioeconomic drivers of utilization, future research should prioritize nonaggregate multipayer claims-level approaches.
PMID: 30933645
ISSN: 1546-3141
CID: 3783872
Abbreviated MRI Protocols for the Abdomen
Canellas, Rodrigo; Rosenkrantz, Andrew B; Taouli, Bachir; Sala, Evis; Saini, Sanjay; Pedrosa, Ivan; Wang, Zhen J; Sahani, Dushyant V
Technical advances in MRI have improved image quality and have led to expanding clinical indications for its use. However, long examination and interpretation times, as well as higher costs, still represent barriers to use of MRI. Abbreviated MRI protocols have emerged as an alternative to standard MRI protocols. These abbreviated MRI protocols seek to reduce longer MRI protocols by eliminating unnecessary or redundant sequences that negatively affect cost, MRI table time, patient comfort, image quality, and image interpretation time. However, the diagnostic information is generally not compromised. Abbreviated MRI protocols have already been used successfully for hepatocellular carcinoma screening, for prostate cancer detection, and for screening for nonalcoholic fatty liver disease as well as monitoring patients with this disease. It has been reported that image acquisition time and costs can be considerably reduced with abbreviated MRI prototcols, compared with standard MRI protocols, while maintaining a similar sensitivity and accuracy. Nevertheless, multiple applications still need to be explored in the abdomen and pelvis (eg, surveillance of metastases to the liver; follow-up of cystic pancreatic lesions, adrenal incidentalomas, and small renal masses; evaluation of ovarian cysts in postmenopausal women; staging of cervical and uterine corpus neoplasms; evaluation of müllerian duct anomalies). This article describes some successful applications of abbreviated MRI protocols, demonstrates how they can help in improving the MRI workflow, and explores potential future directions. ©RSNA, 2019.
PMID: 30901285
ISSN: 1527-1323
CID: 3735362
Online Interactive Case-Based Instruction in Prostate Magnetic Resonance Imaging Interpretation Using Prostate Imaging and Reporting Data System Version 2: Effect for Novice Readers
Rosenkrantz, Andrew B; Begovic, Jovan; Pires, Antonio; Won, Eugene; Taneja, Samir S; Babb, James S
PURPOSE/OBJECTIVE:To assess the effect on reader performance of an interactive case-based online tutorial for prostate magnetic resonance imaging (MRI) interpretation using Prostate Imaging and Reporting Data System (PI-RADS). METHODS:An educational website was developed incorporating scrollable multiparametric prostate MRI examinations with annotated solutions based on PI-RADS version 2. Three second-year radiology residents evaluated a separate set of 60 prostate MRI examinations both before and after review of the online case material, identifying and scoring dominant lesions. These 60 examinations included 30 benign cases and 30 cases with a dominant lesion demonstrating Gleason score ≥3 + 4 tumor on fusion-targeted biopsy. The readers' pooled performance was compared between the 2 sessions using logistic regression and Wilcoxon signed rank tests. RESULTS:All readers completed the online material within four-hours. Review of the online material significantly improved sensitivity (from 57.8%-73.3%, P = 0.003) and negative predictive value (from 69.2%-78.2%, P = 0.049), but not specificity (from 70.0%-67.8%, P = 0.692) or positive predictive value (from 59.6%-64.7%, P = 0.389). Reader confidence (1-10 scale; 10 = maximal confidence) also improved significantly (from 5.6 ± 2.7 to 6.3 ± 2.6, P = 0.026). However, accuracy of assigned PI-RADS scores did not improve significantly (from 45.5%-53.3%, P = 0.149). CONCLUSION/CONCLUSIONS:An online interactive case-based website in prostate MRI interpretation improved novice readers' sensitivity and negative predictive value for tumor detection, as well as readers' confidence. This online material may serve as a resource complementing existing traditional methods of instruction by providing a more flexible educational experience among a larger volume of learners. However, further more targeted educational initiatives regarding the proper application of PI-RADS remain warranted.
PMID: 29428182
ISSN: 1535-6302
CID: 2990062
The Ultrasound Characteristics of MRI Suspicious Regions Predict the Likelihood of Clinically Significant Cancer on MRI-Ultrasound Fusion Targeted Biopsy
Press, Benjamin; Rosenkrantz, Andrew B; Huang, Richard; Taneja, Samir S
PURPOSE/OBJECTIVE:To determine whether the presence of an ultrasound hypoechoic region at the site of a MRI region of interest (ROI) results in improved prostate cancer (PCa) detection and predicts clinically significant PCa on MRI - ultrasound fusion targeted prostate biopsy (MRF-TB). MATERIALS AND METHODS/METHODS:Between July 2011 and June 2017, 1058 men who underwent MRF-TB and systematic biopsy by a single surgeon were prospectively entered into an IRB-approved database. MRI ROI were identified and scored for suspicion by a single radiologist. Each MRI ROI was prospectively evaluated for presence of a hypoechoic region at the site (ROI-HyR) by the surgeon and graded as 0,1,2 representing none, poorly demarcated, or well demarcated, respectively. Interaction of MRI suspicion score (mSS) and US grade (USG), and prediction of cancer detection rate (CDR) by USG, was evaluated by univariate and multivariate analysis. RESULTS:For 672 men, overall and Gleason Score (GS)≥7 CDR were 61.2% and 39.6%, respectively. CDR for USG 0,1,2 were 46.2%, 58.6%, 76.0% (p<0.001) for any cancer and 18.7%, 35.2%, 61.1% (p<0.001) for GS≥7, respectively. For MRF-TB only, GS≥7 CDR for USG 0,1,2 was 12.8%, 25.7%, 52.0% (p<0.001), respectively. On univariate analysis, among mSS 2-4, USG was predictive of GS≥7 CDR. Multivariable regression analysis revealed USG, PSAD, and mSS were predictive of GS≥7 PCa on MRF-TB. CONCLUSIONS:Ultrasound findings at the site of MRI ROI independently predict the likelihood of GS≥7 PCa, as men with a well demarcated ROI-HyR at the time of MRF-TB have a higher risk than men without.
PMID: 30415476
ISSN: 1464-410x
CID: 3456502