Faculty Bibliography
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534
Renal masses measuring under 2cm: Pathologic outcomes and associations with MRI features
PURPOSE: To evaluate pathologic outcomes and associations with MRI features in small renal masses measuring up to 20mm METHODS: 86 patients (61+/-13 years; 45M/41F) with 92 renal masses measuring up to 20mm that underwent MRI prior to tissue diagnosis were included. Two radiologists independently evaluated all masses for microscopic lipid, hemorrhage, T2-hyperintensity, T2-homogeneity, cystic/necrotic areas, hypervascularity, enhancement homogeneity, circumscribed margins, and predominantly exophytic location. These MRI features, as well as patient age, gender, and history of RCC, were compared with pathologic findings using Fisher's exact test, unpaired t-test, and multivariate logistic regression. RESULTS: 26.1% (24/92) of masses under 2cm were benign, only 32.6% (30/92) were clear-cell RCC, and only 7.6% (7/92) were high-grade. Among 16 masses measuring up to 1cm, only 12.5% (2/16) were clear-cell RCC, and none was high-grade. Within the entire cohort, no MRI or clinical feature showed a significant difference between benign and malignant lesions (p>/=0.053). However, for both readers, clear-cell RCC exhibited a significantly higher frequency of T2-hyperintensity, cystic/necrotic areas, and hypervascularity, and a significantly lower frequency of hemorrhage, T2-homogeneity, and enhancement homogeneity (p<0.001-0.036). Hypervascularity was a significant independent predictor of clear-cell RCC for both readers (p=0.002-0.007), as was T2-hyperintensity for reader 2 (p=0.007). CONCLUSION: A substantial fraction of small renal masses were benign, and when malignant, largely exhibited indolent pathologic characteristics, particularly when measuring under 1cm Although small benign and malignant masses could not be differentiated on MRI, hypervascularity showed a significant independent association with clear-cell RCC in comparison with other lesions.
PMID: 24882784
ISSN: 0720-048x
CID: 1030572
Pilot study of a novel tool for input-free automated identification of transition zone prostate tumors using T2- and diffusion-weighted signal and textural features
PURPOSE: To present results of a pilot study to develop software that identifies regions suspicious for prostate transition zone (TZ) tumor, free of user input. MATERIALS AND METHODS: Eight patients with TZ tumors were used to develop the model by training a Naive Bayes classifier to detect tumors based on selection of most accurate predictors among various signal and textural features on T2-weighted imaging (T2WI) and apparent diffusion coefficient (ADC) maps. Features tested as inputs were: average signal, signal standard deviation, energy, contrast, correlation, homogeneity and entropy (all defined on T2WI); and average ADC. A forward selection scheme was used on the remaining 20% of training set supervoxels to identify important inputs. The trained model was tested on a different set of ten patients, half with TZ tumors. RESULTS: In training cases, the software tiled the TZ with 4 x 4-voxel "supervoxels," 80% of which were used to train the classifier. Each of 100 iterations selected T2WI energy and average ADC, which therefore were deemed the optimal model input. The two-feature model was applied blindly to the separate set of test patients, again without operator input of suspicious foci. The software correctly predicted presence or absence of TZ tumor in all test patients. Furthermore, locations of predicted tumors corresponded spatially with locations of biopsies that had confirmed their presence. CONCLUSION: Preliminary findings suggest that this tool has potential to accurately predict TZ tumor presence and location, without operator input.J. Magn. Reson. Imaging 2013; (c) 2013 Wiley Periodicals, Inc.
PMID: 24924512
ISSN: 1053-1807
CID: 1033862
Comparison of MRI pulse sequences for prediction of size of hepatocellular carcinoma at explant evaluation
OBJECTIVE. The purpose of this study was to retrospectively compare the size of hepatocellular carcinoma (HCC) on images obtained using different MRI pulse sequences with the tumor size determined at pathologic evaluation of liver explant specimens. MATERIALS AND METHODS. Ninety-two patients with HCC who underwent contrast-enhanced liver MRI within 90 days before liver transplant were included. A single pathologist measured the dominant HCC in each case. In different sessions, two abdominal radiologists (readers 1 and 2) aware only of the location of the dominant HCC independently measured lesion size on images obtained using the following sequences: T2-weighted imaging; b-500 diffusion-weighted imaging; and arterial, portal venous, and equilibrium phases of contrast enhancement. Size measurements on MR images were compared with explant measurements by use of Pearson correlation coefficients, paired t tests, and Bland-Altman plots. RESULTS. Correlation with pathologic findings was highest for reader 1 for portal venous (r = 0.890) and equilibrium (r = 0.828) phase images and for reader 2 for arterial, portal venous, and equilibrium phase images (r = 0.842-0.860). Absolute error relative to pathologic size was lowest for reader 1 using portal venous (4.3 mm) and for reader 2 using portal venous and arterial phase images (both 4.7 mm). Systematic error for both readers was lowest with portal venous and equilibrium phase images (reader 1, systematic under-measurement of 0.5 mm in both sequences; reader 2, systematic over-measurement of 0.1 mm with portal venous phase images and systematic under-measurement of 1.1 mm with equilibrium phase images). Sequences in which reader 1 made systematic over-measurements were diffusion-weighted images, arterial phase images, and T2-weighted images (by 3.5, 2.9, and 1.6 mm). Reader 2 made systematic over-measurements using arterial phase and T2-weighted images (by 1.5 and 0.4 mm). CONCLUSION. The data suggest the arterial phase may be suboptimal for measuring HCC at MRI. Portal venous phase acquisition warrants further investigation as a potential standard approach for such measurements.
PMID: 25055263
ISSN: 0361-803x
CID: 1076082
Comparison of blood pool and extracellular gadolinium chelate for functional MR evaluation of vascular thoracic outlet syndrome
OBJECTIVE: To compare performance of single-injection blood pool agent (gadofosveset trisodium, BPA) against dual-injection extracellular contrast (gadopentetate dimeglumine, ECA) for MRA/MRV in assessment of suspected vascular TOS. MATERIALS AND METHODS: Thirty-one patients referred for vascular TOS evaluation were assessed with BPA (n=18) or ECA (n=13) MRA/MRV in arm abduction and adduction. Images were retrospectively assessed for: image quality (1=non-diagnostic, 5=excellent), vessel contrast (1=same signal as muscle, 4=much brighter than muscle) and vascular pathology by two independent readers, with a separate experienced reader providing reference assessment of vascular pathology. RESULTS: Median image quality was diagnostic or better (score >/=3) for ECA and BPA at all time points, with BPA image quality superior at abduction late (BPA 4.5, ECA 4, p=0.042) and ECA image quality superior at adduction-early (BPA 4.5; ECA 4.0, p=0.018). High qualitative vessel contrast (mean score >/=3) was observed at all time points with both BPA and ECA, with superior BPA vessel contrast at abduction-late (BPA 3.97+/-0.12; ECA 3.73+/-0.26, p=0.007) and ECA at adduction-early (BPA 3.42+/-0.52; ECA 3.96+/-0.14, p<0.001). Readers readily identified arterial and venous pathology with BPA, similar to ECA examinations. CONCLUSION: Single-injection BPA MRA/MRV for TOS evaluation demonstrated diagnostic image quality and high vessel contrast, similar to dual-injection ECA imaging, enabling identification of fixed and functional arterial and venous pathology.
PMID: 24840478
ISSN: 0720-048x
CID: 1003652
How "consistent" is "consistent"? A clinician-based assessment of the reliability of expressions used by radiologists to communicate diagnostic confidence
AIM: To evaluate the degree of variability in clinicians' interpretation of expressions used by radiologists to communicate their level of diagnostic confidence within radiological reports. MATERIALS AND METHODS: Clinicians were solicited to complete a prospective survey asking them to select the approximate perceived level of certainty, expressed as a percentage, associated with 20 expressions used by radiologists to communicate their level of diagnostic confidence within radiological reports. The median and inter-decile range (IDR) were computed for each expression, with a smaller IDR indicating greater reproducibility. Clinicians were also asked questions regarding their attitudes about radiologists' communication of diagnostic confidence. RESULTS: Forty-nine surveys were completed. Median confidence associated with the expressions ranged from 10-90%. Reproducibility of the expressions was variable, as IDR ranged from 15-53%, although a median IDR of 40% indicated overall poor reproducibility. Expressions with relatively higher reproducibility included "most likely", "likely", and "unlikely" (IDR 15-20%), whereas expressions with relatively lower reproducibility included "compatible with", "suspicious for", "possibly," and "can be seen in the setting of" (IDR >/=45%). Only 20% of clinicians agreed or strongly agreed that radiologists consistently use such expressions within their reports. Fifty-five percent of clinicians preferred that diagnostic confidence be communicated as a percentage rather than as a textual expression. CONCLUSION: There was poor reproducibility in clinicians' interpretations of many expressions used by radiologists to communicate their level of diagnostic confidence. Use of percentages to convey diagnostic confidence within reports may mitigate this source of ambiguity in radiologists' communication with clinicians.
PMID: 24836524
ISSN: 0009-9260
CID: 1032492
Guest Editorial: The Figley Fellowship-A Window for Junior Radiologists Into the Inner Workings of the AJR [Editorial]
PMID: 24951189
ISSN: 0361-803x
CID: 1050762
Journal of the American College of Radiology : JACR. 2014:11(5):496-500.DOI: 10.1016/j.jacr.2013.09.015
Adoption of an Integrated Radiology Reading Room Within a Urologic Oncology Clinic: Initial Experience in Facilitating Clinician Consultations
PURPOSE: The authors describe their initial experience in implementing an integrated radiology reading room within a urologic oncology clinic, including the frequency and nature of clinician consultations and the perceived impact on patient management by clinicians. METHODS: A radiology reading room was established within an office-based urologic oncology clinic in proximity to the surgeon's work area. A radiologist was present in this reading room for a 3-hour shift each day. The frequency and nature of consultations during these shifts were recorded. Also, the clinic's staff completed a survey assessing perceptions of the impact of the integrated reading room on patient management. RESULTS: One hundred two consultations occurred during 57 included dates (average, 1.8 consultations per shift): 52% for review of external cases brought in by patients on discs, 43% for review of internal cases, and 5% for direct review by the radiologist of imaging with patients. The maximum number of consultations during a single shift was 8. All of the clinic's urologists indicated that >90% of consultations benefited patient care. The clinicians indicated tendencies to view consultations as affecting management in the majority of cases, to be more likely to seek consultation for outside imaging when the radiologist was on site, and to be less likely to repeat outside imaging when the radiologist was on site. CONCLUSIONS: The integrated reading room within the clinic has potential to improve the quality of care, for instance by facilitating increased review of outside imaging studies and thereby potentially reducing duplicate ordering and by enabling occasional direct image review with patients by radiologists.
PMID: 24485593
ISSN: 1546-1440
CID: 801322
Abdominopelvic MRI for lesion characterization after prior imaging: factors associated with likelihood of added value
OBJECTIVE. The purpose of this article is to evaluate factors associated with the likelihood that abdominopelvic MRI examinations performed for characterization of lesions identified on other imaging modalities will provide information that adds value to patient management. MATERIALS AND METHODS. One thousand one hundred thirty-two lesions in 863 patients undergoing MRI for further characterization after detection by an alternative imaging modality were identified. Reports of the MRI examinations and of previous studies were reviewed to classify cases in terms of patient-, examination-, and lesion-related factors. MRI reports were also classified in terms of measures reflecting inclusion of content with the potential to add value to patient management. Data were analyzed using logistic regression for correlated data. RESULTS. MRI provided a definitive diagnosis in 79.2% (897/1132), upgraded the severity of the favored diagnosis in 5.3% (60/1132), downgraded the severity of the favored diagnosis in 34.5% (390/1132), and showed an absence of the suspected lesion in 12.1% (137/1132) of cases. Provision of a definitive diagnosis (most common in liver, kidney, gallbladder, bowel, myometrium, and adrenal gland) was significantly associated with the organ containing the lesion (p < 0.001). A change in severity of the favored diagnosis (most common after CT or PET/CT) and the absence of the suspected lesion (most common after PET/CT) were significantly associated with the prior imaging modality (p
PMID: 24758657
ISSN: 0361-803x
CID: 918012
Utility of conventional and diffusion-weighted MRI features in distinguishing benign from malignant endometrial lesions
PURPOSE: To evaluate the utility of conventional MRI and diffusion-weighted imaging (DWI) in differentiating benign from malignant endometrial lesions. METHODS: 52 patients with an abnormal endometrium on MRI and subsequent pathologic evaluation (35 benign, 17 malignant) were included. Two radiologists (R1, R2) independently evaluated endometrial abnormalities for characteristics on conventional MRI and DWI. Findings were assessed using unpaired t-tests, Fisher's exact test, and multi-variate logistic regression. RESULTS: Findings with significantly higher frequency in malignant abnormalities were: presence of irregularly marginated endometrial lesion (R1: 71% vs. 34%, R2: 94% vs. 26%), irregular endo-myometrial interface on T2WI (R1: 77% vs. 26%, R2: 94% vs. 29%), irregular endo-myometrial interface on post-contrast T1WI (R1: 82% vs. 23%, R2: 88% vs. 20%), increased signal on high b-value DWI (R1: 82% vs. 20%, R2: 94% vs. 20%), decreased ADC (R1: 88 vs. 40%, R2: 94% vs. 20%) (all p<0.001, both readers). Endometrial thickness, presence of any focal endometrial lesion regardless of contour, diameter of endometrial lesion, endometrial heterogeneity on T2WI, decreased T2 signal, and increased endometrial enhancement, failed to show significant differences between groups (all p>/=0.159, both readers). At multivariate analysis, for R1, irregular endo-myometrial interface on post-contrast T1WI and increased DWI signal were significant independent predictors of malignancy (AUC=0.89); for R2, only increased DWI signal was a significant independent predictor of malignancy (AUC=0.87). CONCLUSION: Abnormal signal on DWI and irregularity of either the endo-myometrial interface or focal endometrial lesion were the most helpful MRI features in differentiating benign from malignant endometrial abnormalities.
PMID: 24380638
ISSN: 0720-048x
CID: 763752
US of Incidental Adnexal Cysts: Adherence of Radiologists to the 2010 Society of Radiologists in Ultrasound Guidelines
Purpose To retrospectively evaluate the adherence of radiologists to the 2010 Society of Radiologists in Ultrasound (SRU) guidelines for management of adnexal cysts. Materials and Methods One radiologist reviewed the interpreting radiologists' reports for 398 adnexal cysts detected at ultrasonography in 398 patients (mean age +/- standard deviation, 41.1 years +/- 14.3; range, 18-87 years) and classified the management recommendations according to adherence to SRU guidelines. Recommendations that were not adherent were classified as overmanagement, undermanagement, or incomplete. The effects of menopausal status, cyst size and other features, and the individual interpreting radiologist on adherence were assessed by using chi(2) tests, and the association of these factors with over- and undermanagement was identified. Results Overall adherence was 59%; overmanagement, 27%; undermanagement, 9%; and incomplete, 6%. Menopausal status, cyst size, and other cyst features significantly affected adherence (P < .001). For evaluation of premenopausal patients, adherence was 63% (overmanagement, 30%) and of postmenopausal patients, 42% (undermanagement, 26%). For evaluation of cysts 1-3 cm in size, adherence was 65% (overmanagement, 21%); for cysts 3-5 cm, 33% (overmanagement, 49%); for cysts 5-7 cm, 47% (overmanagement, 20%); for cysts larger than 7 cm, 77% (over- and undermanagement, 12% each). Recommendations were adherent in most instances for corpora lutea (88%), simple cysts (56%), and cysts suggestive of benign diagnosis (60%), or with a nodule or multiple thin or thick septations (60%-100%). Cysts with recommentations for overmanagement in most instances were hemorrhagic (59%) and those with a single thin septation (67%); 31% of cysts measuring 1-7 cm in postmenopausal patients were undermanaged. Adherence varied significantly among radiologists (40%-75% adherence among radiologists who interpreted 20 or more examinations; P = .004). Conclusion Adherence to SRU guidelines for management of adnexal cysts at our institution was 59%. Overmanagement generally occurred for physiologic cysts in premenopausal patients; undermanagement was observed for simple cysts in postmenopausal patients. (c) RSNA, 2013.
PMID: 24475836
ISSN: 0033-8419
CID: 931772
