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Gulani, Vikas

https://orcid.org/0000-0003-0889-5999

Mayo Clinic

University of Michigan

Citations 6

Multicenter Repeatability and Reproducibility of MR Fingerprinting in Phantoms and in Prostatic Tissue
Lo, Wei‐Ching , Bittencourt, Leonardo Kayat , Panda, Ananya , Jiang, Yun , Tokuda, Junichi , Tempany, Clare M. , Obmann, Verena Carola , Seiberlich, Nicole , Gulani, Vikas , Obmann, Verena , Seethamraju, Ravi Teja , Wright, Katherine, Griswold, Mark A.

Magnetic Resonance in Medicine | June 17, 2022 | Volume: 88 | Issue: 4 | Pages: 1818-1827

10.1002/mrm.29264 Get It

PurposeTo evaluate multicenter repeatability and reproducibility of T1 and T2 maps generated using MR fingerprinting (MRF) in the International Society for Magnetic Resonance in Medicine/National Institute of Standards and Technology MRI system phantom and in prostatic tissues.MethodsMRF experiments were performed on 5 different 3 Tesla MRI scanners at 3 different institutions: University Hospitals Cleveland Medical Center (Cleveland, OH), Brigham and Women's Hospital (Boston, MA) in the United States, and Diagnosticos da America (Rio de Janeiro, RJ) in Brazil. Raw MRF data were reconstructed using a Gadgetron‐based MRF online reconstruction pipeline to yield quantitative T1 and T2 maps. The repeatability of T1 and T2 values over 6 measurements in the International Society for Magnetic Resonance in Medicine/National Institute of Standards and Technology MRI system phantom was assessed to demonstrate intrascanner variation. The reproducibility between the 4 clinical scanners was assessed to demonstrate interscanner variation. The same‐day test–retest normal prostate mean T1 and T2 values from peripheral zone and transitional zone were also compared using the intraclass correlation coefficient and Bland–Altman analysis.ResultsThe intrascanner variation of values measured using MRF was less than 2% for T1 and 4.7% for T2 for relaxation values, within the range of 307.7 to 2360 ms for T1 and 19.1 to 248.5 ms for T2. Interscanner measurements showed that the T1 variation was less than 4.9%, and T2 variation was less than 8.1% between multicenter scanners. Both T1 and T2 values in in vivo prostatic tissue demonstrated high test–retest reliability (intraclass correlation coefficient > 0.92) and strong linear correlation (R2 > 0.840).ConclusionProstate MRF measurements of T1 and T2 are repeatable and reproducible between MRI scanners at different centers on different continents for the above measurement ranges.
Magnetic Resonance Imaging During a Pandemic: Recommendations by the ISMRM Safety Committee
Collins, Jeremy D. , Rowley, Howard A. , Leiner, Tim , Hood, Maureen N. , Dekkers, Ilona A. , Gulani, Vikas , Kopanoğlu, Emre , Reeder, Scott B. , Dekkers, Ilona , Tha, Khin , Kopanoglu, Emre , Collins, Jeremy , Leiner, Tim

Journal of Magnetic Resonance Imaging | December 20, 2021 | Volume: 55 | Issue: 5 | Pages: 1322-1339

10.1002/jmri.28006 Get It

The COVID‐19 pandemic highlighted the challenges delivering face‐to‐face patient care across healthcare systems. In particular the COVID‐19 pandemic challenged the imaging community to provide timely access to essential diagnostic imaging modalities while ensuring appropriate safeguards were in place for both patients and personnel. With increasing vaccine availability and greater prevalence of vaccination in communities worldwide we are finally emerging on the other side of the COVID‐19 pandemic. As we learned from our institutional and healthcare system responses to the pandemic, maintaining timely access to MR imaging is essential. Radiologists and other imaging providers partnered with their referring providers to ensure that timely access to advanced MR imaging was maintained. On behalf of the International Magnetic Resonance in Medicine (ISMRM) Safety Committee, this white paper is intended to serve as a guide for radiology departments, imaging centers, and other imaging specialists who perform MR imaging to refer to as we prepare for the next pandemic. Lessons learned including strategies to triage and prioritize MR imaging research during a pandemic are discussed.Level of Evidence5Technical EfficacyStage 5
Diagnostic Yield of Incremental Biopsy Cores and Second Lesion Sampling for In-Gantry MRI-Guided Prostate Biopsy
Seyfried, Nicole, Mahran, Amr , Panda, Ananya , Obmann, Verena Carola , Buzzy, Christina , Jiang, Yun , Nakamoto, Dean, Patel, Indravadan , Conroy, Britt, Ponsky, Lee , Gulani, Vikas , Patel, Indravadan J, Obmann, Verena , Wright, Katherine L.

American Journal of Roentgenology | December 18, 2020 | Volume: 217 | Issue: 4 | Pages: 908-918

10.2214/ajr.20.24918 Get It

Targeted Biopsy Validation of Peripheral Zone Prostate Cancer Characterization With Magnetic Resonance Fingerprinting and Diffusion Mapping
Panda, Ananya , O’Connor, Gregory , Lo, Wei Ching, Jiang, Yun , Schluchter, Mark , Ponsky, Lee , Gulani, Vikas , Margevicius, Seunghee Park

Investigative Radiology | April 15, 2019 | Volume: 54 | Issue: 8 | Pages: 485-493

10.1097/rli.0000000000000569 Get It

Objective This study aims for targeted biopsy validation of magnetic resonance fingerprinting (MRF) and diffusion mapping for characterizing peripheral zone (PZ) prostate cancer and noncancers. Materials and Methods One hundred four PZ lesions in 85 patients who underwent magnetic resonance imaging were retrospectively analyzed with apparent diffusion coefficient (ADC) mapping, MRF, and targeted biopsy (cognitive or in-gantry). A radiologist blinded to pathology drew regions of interest on targeted lesions and visually normal peripheral zone on MRF and ADC maps. Mean T1, T2, and ADC were analyzed using linear mixed models. Generalized estimating equations logistic regression analyses were used to evaluate T1 and T2 relaxometry combined with ADC in differentiating pathologic groups. Results Targeted biopsy revealed 63 cancers (low-grade cancer/Gleason score 6 = 10, clinically significant cancer/Gleason score ≥7 = 53), 15 prostatitis, and 26 negative biopsies. Prostate cancer T1, T2, and ADC (mean ± SD, 1660 ± 270 milliseconds, 56 ± 20 milliseconds, 0.70 × 10−3 ± 0.24 × 10−3 mm2/s) were significantly lower than prostatitis (mean ± SD, 1730 ± 350 milliseconds, 77 ± 36 milliseconds, 1.00 × 10−3 ± 0.30 × 10−3 mm2/s) and negative biopsies (mean ± SD, 1810 ± 250 milliseconds, 71 ± 37 milliseconds, 1.00 × 10−3 ± 0.33 × 10−3 mm2/s). For cancer versus prostatitis, ADC was sensitive and T2 specific with comparable area under curve (AUC; (AUCT2 = 0.71, AUCADC = 0.79, difference between AUCs not significant P = 0.37). T1 + ADC (AUCT1 + ADC = 0.83) provided the best separation between cancer and negative biopsies. Low-grade cancer T2 and ADC (mean ± SD, 75 ± 29 milliseconds, 0.96 × 10−3 ± 0.34 × 10−3 mm2/s) were significantly higher than clinically significant cancers (mean ± SD, 52 ± 16 milliseconds, 0.65 ± 0.18 × 10−3 mm2/s), and T2 + ADC (AUCT2 + ADC = 0.91) provided the best separation. Conclusions T1 and T2 relaxometry combined with ADC mapping may be useful for quantitative characterization of prostate cancer grades and differentiating cancer from noncancers for PZ lesions seen on T2-weighted images.
Repeatability and reproducibility of 3D MR fingerprinting relaxometry measurements in normal breast tissue
Panda, Ananya , Chen, Yong , Ropella‐Panagis, Kathleen, Ghodasara, Satyam , Stopchinski, Marcie, Seyfried, Nicole, Seiberlich, Nicole , Griswold, Mark A. , Gulani, Vikas , Wright, Katherine

Journal of Magnetic Resonance Imaging | March 20, 2019 | Volume: 50 | Issue: 4 | Pages: 1133-1143

10.1002/jmri.26717 Get It

BackgroundThe 3D breast magnetic resonance fingerprinting (MRF) technique enables T1 and T2 mapping in breast tissues. Combined repeatability and reproducibility studies on breast T1 and T2 relaxometry are lacking.PurposeTo assess test–retest and two‐visit repeatability and interscanner reproducibility of the 3D breast MRF technique in a single‐institution setting.Study TypeProspective.SubjectsEighteen women (median age 29 years, range, 22–33 years) underwent Visit 1 scans on scanner 1. Ten of these women underwent test–retest scan repositioning after a 10‐minute interval. Thirteen women had Visit 2 scans within 7–15 days in same menstrual cycle. The remaining five women had Visit 2 scans in the same menstrual phase in next menstrual cycle. Five women were also scanned on scanner 2 at both visits for interscanner reproducibility.Field Strength/SequenceTwo 3T MR scanners with the 3D breast MRF technique.AssessmentT1 and T2 MRF maps of both breasts.Statistical TestsMean T1 and T2 values for normal fibroglandular tissues were quantified at all scans. For variability, between and within‐subjects coefficients of variation (bCV and wCV, respectively) were assessed. Repeatability was assessed with Bland–Altman analysis and coefficient of repeatability (CR). Reproducibility was assessed with interscanner coefficient of variation (CoV) and Wilcoxon signed‐rank test.ResultsThe bCV at test–retest scans was 9–12% for T1, 7–17% for T2, wCV was <4% for T1, and <7% for T2. For two visits in same menstrual cycle, bCV was 10–15% for T1, 13–17% for T2, wCV was <7% for T1 and <5% for T2. For two visits in the same menstrual phase, bCV was 6–14% for T1, 15–18% for T2, wCV was <7% for T1, and <9% for T2. For test–retest scans, CR for T1 and T2 were 130 msec and 11 msec. For two visit scans, CR was <290 msec for T1 and 10–14 msec for T2. Interscanner CoV was 3.3–3.6% for T1 and 5.1–6.6% for T2, with no differences between interscanner measurements (P = 1.00 for T1, P = 0.344 for T2).Data Conclusion3D breast MRF measurements are repeatable across scan timings and scanners and may be useful in clinical applications in breast imaging.Level of Evidence: 2Technical Efficacy: Stage 2J. Magn. Reson. Imaging 2019;50:1133–1143.
Value of MRI in medicine: More than just another test?
Kühl, Christiane , Desmond, Patricia , Gong, Qiyong , Gulani, Vikas , Lim, C. C. Tchoyoson , Pipe, James G. , Smits, Marion , Sodickson, Daniel K. , Tempany, Clare M. , Wang, Meiyun , Smits, Marion , Beek, Edwin J.R. van , Anzai, Yoshimi , Ehman, Richard L. , Gold, Garry Evan , Hall-Craggs, Margaret Anne , Leiner, Tim , Reeder, Scott B. , Reinhold, Caroline , Vargas, Hebert Alberto

Journal of Magnetic Resonance Imaging | August 26, 2018 | Volume: 49 | Issue: 7 | Pages: No page available

10.1002/jmri.26211 Get It

There is increasing scrutiny from healthcare organizations towards the utility and associated costs of imaging. MRI has traditionally been used as a high‐end modality, and although shown extremely important for many types of clinical scenarios, it has been suggested as too expensive by some. This editorial will try and explain how value should be addressed and gives some insights and practical examples of how value of MRI can be increased. It requires a global effort to increase accessibility, value for money, and impact on patient management. We hope this editorial sheds some light and gives some indications of where the field may wish to address some of its research to proactively demonstrate the value of MRI.Level of Evidence: 5Technical Efficacy: Stage 5J. Magn. Reson. Imaging 2019;49:e14–e25.