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Erschienen in: Magnetic Resonance Materials in Physics, Biology and Medicine 1/2020

Open Access 01.11.2019 | Research Article

Consensus-based technical recommendations for clinical translation of renal diffusion-weighted MRI

verfasst von: Alexandra Ljimani, Anna Caroli, Christoffer Laustsen, Susan Francis, Iosif Alexandru Mendichovszky, Octavia Bane, Fabio Nery, Kanishka Sharma, Andreas Pohlmann, Ilona A. Dekkers, Jean-Paul Vallee, Katja Derlin, Mike Notohamiprodjo, Ruth P. Lim, Stefano Palmucci, Suraj D. Serai, Joao Periquito, Zhen Jane Wang, Martijn Froeling, Harriet C. Thoeny, Pottumarthi Prasad, Moritz Schneider, Thoralf Niendorf, Pim Pullens, Steven Sourbron, Eric E. Sigmund

Erschienen in: Magnetic Resonance Materials in Physics, Biology and Medicine | Ausgabe 1/2020

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Abstract

Objectives

Standardization is an important milestone in the validation of DWI-based parameters as imaging biomarkers for renal disease. Here, we propose technical recommendations on three variants of renal DWI, monoexponential DWI, IVIM and DTI, as well as associated MRI biomarkers (ADC, D, D*, f, FA and MD) to aid ongoing international efforts on methodological harmonization.

Materials and methods

Reported DWI biomarkers from 194 prior renal DWI studies were extracted and Pearson correlations between diffusion biomarkers and protocol parameters were computed. Based on the literature review, surveys were designed for the consensus building. Survey data were collected via Delphi consensus process on renal DWI preparation, acquisition, analysis, and reporting. Consensus was defined as ≥ 75% agreement.

Results

Correlations were observed between reported diffusion biomarkers and protocol parameters. Out of 87 survey questions, 57 achieved consensus resolution, while many of the remaining questions were resolved by preference (65–74% agreement). Summary of the literature and survey data as well as recommendations for the preparation, acquisition, processing and reporting of renal DWI were provided.

Discussion

The consensus-based technical recommendations for renal DWI aim to facilitate inter-site harmonization and increase clinical impact of the technique on a larger scale by setting a framework for acquisition protocols for future renal DWI studies. We anticipate an iterative process with continuous updating of the recommendations according to progress in the field.
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Literatur
1.
Zurück zum Zitat Chandarana H, Lee VS (2009) Renal functional MRI: are we ready for clinical application? AJR Am J Roentgenol 192(6):1550–1557PubMed Chandarana H, Lee VS (2009) Renal functional MRI: are we ready for clinical application? AJR Am J Roentgenol 192(6):1550–1557PubMed
2.
Zurück zum Zitat Grenier N, Basseau F, Ries M, Tyndal B, Jones R, Moonen C (2003) Functional MRI of the kidney. Abdom Imaging 28(2):164–175PubMed Grenier N, Basseau F, Ries M, Tyndal B, Jones R, Moonen C (2003) Functional MRI of the kidney. Abdom Imaging 28(2):164–175PubMed
3.
Zurück zum Zitat Hueper K, Khalifa AA, Brasen JH, Vo Chieu VD, Gutberlet M, Wintterle S, Lehner F, Richter N, Peperhove M, Tewes S, Weber K, Haller H, Wacker F, Gwinner W, Gueler F, Hartung D (2016) Diffusion-Weighted imaging and diffusion tensor imaging detect delayed graft function and correlate with allograft fibrosis in patients early after kidney transplantation. J Magn Reson Imaging 44(1):112–121PubMed Hueper K, Khalifa AA, Brasen JH, Vo Chieu VD, Gutberlet M, Wintterle S, Lehner F, Richter N, Peperhove M, Tewes S, Weber K, Haller H, Wacker F, Gwinner W, Gueler F, Hartung D (2016) Diffusion-Weighted imaging and diffusion tensor imaging detect delayed graft function and correlate with allograft fibrosis in patients early after kidney transplantation. J Magn Reson Imaging 44(1):112–121PubMed
4.
Zurück zum Zitat Thoeny HC, De Keyzer F (2011) Diffusion-weighted MR imaging of native and transplanted kidneys. Radiology 259(1):25–38PubMed Thoeny HC, De Keyzer F (2011) Diffusion-weighted MR imaging of native and transplanted kidneys. Radiology 259(1):25–38PubMed
5.
Zurück zum Zitat Zhou JY, Wang YC, Zeng CH, Ju SH (2018) Renal functional MRI and its application. J Magn Reson Imaging 48(4):863–881PubMed Zhou JY, Wang YC, Zeng CH, Ju SH (2018) Renal functional MRI and its application. J Magn Reson Imaging 48(4):863–881PubMed
6.
Zurück zum Zitat Ljimani A, Wittsack HJ, Lanzman RS (2018) Functional MRI in transplanted kidneys. Abdom Radiol (NY) 43(10):2615–2624 Ljimani A, Wittsack HJ, Lanzman RS (2018) Functional MRI in transplanted kidneys. Abdom Radiol (NY) 43(10):2615–2624
7.
Zurück zum Zitat Malyarenko DI, Wilmes LJ, Arlinghaus LR, Jacobs MA, Huang W, Helmer KG, Taouli B, Yankeelov TE, Newitt D, Chenevert TL (2016) QIN DAWG validation of gradient nonlinearity bias correction workflow for quantitative diffusion-weighted imaging in multicenter trials. Tomography 2(4):396–405PubMedPubMedCentral Malyarenko DI, Wilmes LJ, Arlinghaus LR, Jacobs MA, Huang W, Helmer KG, Taouli B, Yankeelov TE, Newitt D, Chenevert TL (2016) QIN DAWG validation of gradient nonlinearity bias correction workflow for quantitative diffusion-weighted imaging in multicenter trials. Tomography 2(4):396–405PubMedPubMedCentral
8.
Zurück zum Zitat Newitt DC, Zhang Z, Gibbs JE, Partridge SC, Chenevert TL, Rosen MA, Bolan PJ, Marques HS, Aliu S, Li W, Cimino L, Joe BN, Umphrey H, Ojeda-Fournier H, Dogan B, Oh K, Abe H, Drukteinis J, Esserman LJ, Hylton NM, Team AT, Investigators IST (2019) Test-retest repeatability and reproducibility of ADC measures by breast DWI: results from the ACRIN 6698 trial. J Magn Reson Imaging 49(6):1617–1628PubMed Newitt DC, Zhang Z, Gibbs JE, Partridge SC, Chenevert TL, Rosen MA, Bolan PJ, Marques HS, Aliu S, Li W, Cimino L, Joe BN, Umphrey H, Ojeda-Fournier H, Dogan B, Oh K, Abe H, Drukteinis J, Esserman LJ, Hylton NM, Team AT, Investigators IST (2019) Test-retest repeatability and reproducibility of ADC measures by breast DWI: results from the ACRIN 6698 trial. J Magn Reson Imaging 49(6):1617–1628PubMed
9.
Zurück zum Zitat Shukla-Dave A, Obuchowski NA, Chenevert TL, Jambawalikar S, Schwartz LH, Malyarenko D, Huang W, Noworolski SM, Young RJ, Shiroishi MS, Kim H, Coolens C, Laue H, Chung C, Rosen M, Boss M, Jackson EF (2019) Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE-MRI derived biomarkers in multicenter oncology trials. J Magn Reson Imaging 49(7):e101–e121PubMed Shukla-Dave A, Obuchowski NA, Chenevert TL, Jambawalikar S, Schwartz LH, Malyarenko D, Huang W, Noworolski SM, Young RJ, Shiroishi MS, Kim H, Coolens C, Laue H, Chung C, Rosen M, Boss M, Jackson EF (2019) Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE-MRI derived biomarkers in multicenter oncology trials. J Magn Reson Imaging 49(7):e101–e121PubMed
10.
Zurück zum Zitat Caroli A, Schneider M, Friedli I, Ljimani A, De Seigneux S, Boor P, Gullapudi L, Kazmi I, Mendichovszky IA, Notohamiprodjo M, Selby NM, Thoeny HC, Grenier N, Vallee JP (2018) Diffusion-weighted magnetic resonance imaging to assess diffuse renal pathology: a systematic review and statement paper. Nephrol Dial Transplant 33(suppl_2):ii29–ii40PubMedPubMedCentral Caroli A, Schneider M, Friedli I, Ljimani A, De Seigneux S, Boor P, Gullapudi L, Kazmi I, Mendichovszky IA, Notohamiprodjo M, Selby NM, Thoeny HC, Grenier N, Vallee JP (2018) Diffusion-weighted magnetic resonance imaging to assess diffuse renal pathology: a systematic review and statement paper. Nephrol Dial Transplant 33(suppl_2):ii29–ii40PubMedPubMedCentral
11.
Zurück zum Zitat Lynn MR (1986) Determination and quantification of content validity. Nurs Res 35(6):382–385PubMed Lynn MR (1986) Determination and quantification of content validity. Nurs Res 35(6):382–385PubMed
12.
Zurück zum Zitat Muller BG, van den Bos W, Brausi M, Cornud F, Gontero P, Kirkham A, Pinto PA, Polascik TJ, Rastinehad AR, de Reijke TM, de la Rosette JJ, Ukimura O, Villers A, Walz J, Wijkstra H, Marberger M (2014) Role of multiparametric magnetic resonance imaging (MRI) in focal therapy for prostate cancer: a Delphi consensus project. BJU Int 114(5):698–707PubMed Muller BG, van den Bos W, Brausi M, Cornud F, Gontero P, Kirkham A, Pinto PA, Polascik TJ, Rastinehad AR, de Reijke TM, de la Rosette JJ, Ukimura O, Villers A, Walz J, Wijkstra H, Marberger M (2014) Role of multiparametric magnetic resonance imaging (MRI) in focal therapy for prostate cancer: a Delphi consensus project. BJU Int 114(5):698–707PubMed
13.
Zurück zum Zitat Taylor SA, Avni F, Cronin CG, Hoeffel C, Kim SH, Laghi A, Napolitano M, Petit P, Rimola J, Tolan DJ, Torkzad MR, Zappa M, Bhatnagar G, Puylaert CAJ, Stoker J (2017) The first joint ESGAR/ESPR consensus statement on the technical performance of cross-sectional small bowel and colonic imaging. Eur Radiol 27(6):2570–2582PubMed Taylor SA, Avni F, Cronin CG, Hoeffel C, Kim SH, Laghi A, Napolitano M, Petit P, Rimola J, Tolan DJ, Torkzad MR, Zappa M, Bhatnagar G, Puylaert CAJ, Stoker J (2017) The first joint ESGAR/ESPR consensus statement on the technical performance of cross-sectional small bowel and colonic imaging. Eur Radiol 27(6):2570–2582PubMed
14.
Zurück zum Zitat Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time-dependent field gradient. J Chem Phys 42(1):288–292 Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time-dependent field gradient. J Chem Phys 42(1):288–292
15.
Zurück zum Zitat Cheung JS, Fan SJ, Chow AM, Zhang J, Man K, Wu EX (2010) Diffusion tensor imaging of renal ischemia reperfusion injury in an experimental model. NMR Biomed 23(5):496–502PubMed Cheung JS, Fan SJ, Chow AM, Zhang J, Man K, Wu EX (2010) Diffusion tensor imaging of renal ischemia reperfusion injury in an experimental model. NMR Biomed 23(5):496–502PubMed
16.
Zurück zum Zitat Zhang JL, Sigmund EE, Rusinek H, Chandarana H, Storey P, Chen Q, Lee VS (2012) Optimization of b value sampling for diffusion-weighted imaging of the kidney. Magn Reson Med 67(1):89–97PubMed Zhang JL, Sigmund EE, Rusinek H, Chandarana H, Storey P, Chen Q, Lee VS (2012) Optimization of b value sampling for diffusion-weighted imaging of the kidney. Magn Reson Med 67(1):89–97PubMed
17.
Zurück zum Zitat Lemke A, Stieltjes B, Schad LR, Laun FB (2011) Toward an optimal distribution of b values for intravoxel incoherent motion imaging. Magn Reson Imaging 29(6):766–776PubMed Lemke A, Stieltjes B, Schad LR, Laun FB (2011) Toward an optimal distribution of b values for intravoxel incoherent motion imaging. Magn Reson Imaging 29(6):766–776PubMed
18.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161(2):401–407PubMed Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161(2):401–407PubMed
19.
Zurück zum Zitat Muller MF, Prasad PV, Edelman RR (1998) Can the IVIM model be used for renal perfusion imaging? Eur J Radiol 26(3):297–303PubMed Muller MF, Prasad PV, Edelman RR (1998) Can the IVIM model be used for renal perfusion imaging? Eur J Radiol 26(3):297–303PubMed
20.
Zurück zum Zitat Thoeny HC, Zumstein D, Simon-Zoula S, Eisenberger U, De Keyzer F, Hofmann L, Vock P, Boesch C, Frey FJ, Vermathen P (2006) Functional evaluation of transplanted kidneys with diffusion-weighted and BOLD MR imaging: initial experience. Radiology 241(3):812–821PubMed Thoeny HC, Zumstein D, Simon-Zoula S, Eisenberger U, De Keyzer F, Hofmann L, Vock P, Boesch C, Frey FJ, Vermathen P (2006) Functional evaluation of transplanted kidneys with diffusion-weighted and BOLD MR imaging: initial experience. Radiology 241(3):812–821PubMed
22.
Zurück zum Zitat Blondin D, Lanzman RS, Mathys C, Grotemeyer D, Voiculescu A, Sandmann W, Rump LC, Modder U, Wittsack HJ (2009) Functional MRI of transplanted kidneys using diffusion-weighted imaging. RoFo: Fortschr Geb Rontgenstrahlen Nuklearmed 181(12):1162–1167 Blondin D, Lanzman RS, Mathys C, Grotemeyer D, Voiculescu A, Sandmann W, Rump LC, Modder U, Wittsack HJ (2009) Functional MRI of transplanted kidneys using diffusion-weighted imaging. RoFo: Fortschr Geb Rontgenstrahlen Nuklearmed 181(12):1162–1167
23.
Zurück zum Zitat Schneider MJ, Notohamiprodjo M, Dietrich O (2019) IVIM MRI in the Kidney. In: LeBihan D, Iima M, Federau C, Sigmund EE (eds) Intravoxel incoherent motion (IVIM) MRI, vol 1. Pan Stanford Publishing, Singapore, pp 261–282 Schneider MJ, Notohamiprodjo M, Dietrich O (2019) IVIM MRI in the Kidney. In: LeBihan D, Iima M, Federau C, Sigmund EE (eds) Intravoxel incoherent motion (IVIM) MRI, vol 1. Pan Stanford Publishing, Singapore, pp 261–282
24.
Zurück zum Zitat Gurney-Champion OJ, Klaassen R, Froeling M, Barbieri S, Stoker J, Engelbrecht MRW, Wilmink JW, Besselink MG, Bel A, van Laarhoven HWM, Nederveen AJ (2018) Comparison of six fit algorithms for the intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging data of pancreatic cancer patients. PLoS One 13(4):e0194590PubMedPubMedCentral Gurney-Champion OJ, Klaassen R, Froeling M, Barbieri S, Stoker J, Engelbrecht MRW, Wilmink JW, Besselink MG, Bel A, van Laarhoven HWM, Nederveen AJ (2018) Comparison of six fit algorithms for the intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging data of pancreatic cancer patients. PLoS One 13(4):e0194590PubMedPubMedCentral
25.
Zurück zum Zitat Cho GY, Moy L, Zhang JL, Baete S, Lattanzi R, Moccaldi M, Babb JS, Kim S, Sodickson DK, Sigmund EE (2015) Comparison of fitting methods and b value sampling strategies for intravoxel incoherent motion in breast cancer. Magn Reson Med 74(4):1077–1085PubMed Cho GY, Moy L, Zhang JL, Baete S, Lattanzi R, Moccaldi M, Babb JS, Kim S, Sodickson DK, Sigmund EE (2015) Comparison of fitting methods and b value sampling strategies for intravoxel incoherent motion in breast cancer. Magn Reson Med 74(4):1077–1085PubMed
26.
Zurück zum Zitat Meeus EM, Novak J, Withey SB, Zarinabad N, Dehghani H, Peet AC (2017) Evaluation of intravoxel incoherent motion fitting methods in low-perfused tissue. J Magn Reson Imaging 45(5):1325–1334PubMed Meeus EM, Novak J, Withey SB, Zarinabad N, Dehghani H, Peet AC (2017) Evaluation of intravoxel incoherent motion fitting methods in low-perfused tissue. J Magn Reson Imaging 45(5):1325–1334PubMed
27.
Zurück zum Zitat Jalnefjord O, Andersson M, Montelius M, Starck G, Elf AK, Johanson V, Svensson J, Ljungberg M (2018) Comparison of methods for estimation of the intravoxel incoherent motion (IVIM) diffusion coefficient (D) and perfusion fraction (f). MAGMA 31(6):715–723PubMed Jalnefjord O, Andersson M, Montelius M, Starck G, Elf AK, Johanson V, Svensson J, Ljungberg M (2018) Comparison of methods for estimation of the intravoxel incoherent motion (IVIM) diffusion coefficient (D) and perfusion fraction (f). MAGMA 31(6):715–723PubMed
28.
Zurück zum Zitat Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Impact of the calculation algorithm on biexponential fitting of diffusion-weighted MRI in upper abdominal organs. Magn Reson Med 75(5):2175–2184PubMed Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Impact of the calculation algorithm on biexponential fitting of diffusion-weighted MRI in upper abdominal organs. Magn Reson Med 75(5):2175–2184PubMed
29.
Zurück zum Zitat van Baalen S, Leemans A, Dik P, Lilien MR, Ten Haken B, Froeling M (2017) Intravoxel incoherent motion modeling in the kidneys: comparison of mono-, bi-, and triexponential fit. J Magn Reson Imaging 46(1):228–239PubMed van Baalen S, Leemans A, Dik P, Lilien MR, Ten Haken B, Froeling M (2017) Intravoxel incoherent motion modeling in the kidneys: comparison of mono-, bi-, and triexponential fit. J Magn Reson Imaging 46(1):228–239PubMed
30.
Zurück zum Zitat van der Bel R, Gurney-Champion OJ, Froeling M, Stroes ESG, Nederveen AJ, Krediet CTP (2017) A tri-exponential model for intravoxel incoherent motion analysis of the human kidney: in silico and during pharmacological renal perfusion modulation. Eur J Radiol 91:168–174PubMed van der Bel R, Gurney-Champion OJ, Froeling M, Stroes ESG, Nederveen AJ, Krediet CTP (2017) A tri-exponential model for intravoxel incoherent motion analysis of the human kidney: in silico and during pharmacological renal perfusion modulation. Eur J Radiol 91:168–174PubMed
31.
Zurück zum Zitat Ebrahimi B, Saad A, Jiang K, Ferguson CM, Tang H, Woollard JR, Glockner JF, Textor SC, Lerman LO (2017) Renal adiposity confounds quantitative assessment of markers of renal diffusion with MRI: a proposed correction method. Invest Radiol 52(11):672–679PubMedPubMedCentral Ebrahimi B, Saad A, Jiang K, Ferguson CM, Tang H, Woollard JR, Glockner JF, Textor SC, Lerman LO (2017) Renal adiposity confounds quantitative assessment of markers of renal diffusion with MRI: a proposed correction method. Invest Radiol 52(11):672–679PubMedPubMedCentral
32.
Zurück zum Zitat Hilbert F, Bock M, Neubauer H, Veldhoen S, Wech T, Bley TA, Kostler H (2016) An intravoxel oriented flow model for diffusion-weighted imaging of the kidney. NMR Biomed 29(10):1403–1413PubMed Hilbert F, Bock M, Neubauer H, Veldhoen S, Wech T, Bley TA, Kostler H (2016) An intravoxel oriented flow model for diffusion-weighted imaging of the kidney. NMR Biomed 29(10):1403–1413PubMed
33.
Zurück zum Zitat Ye Q, Chen Z, Zhao Y, Zhang Z, Miao H, Xiao Q, Wang M, Li J (2016) Initial experience of generalized intravoxel incoherent motion imaging and diffusion tensor imaging (GIVIM-DTI) in healthy subjects. J Magn Reson Imaging 44(3):732–738PubMed Ye Q, Chen Z, Zhao Y, Zhang Z, Miao H, Xiao Q, Wang M, Li J (2016) Initial experience of generalized intravoxel incoherent motion imaging and diffusion tensor imaging (GIVIM-DTI) in healthy subjects. J Magn Reson Imaging 44(3):732–738PubMed
34.
Zurück zum Zitat Hagmann P, Jonasson L, Maeder P, Thiran JP, Wedeen VJ, Meuli R (2006) Understanding diffusion MR imaging techniques: from scalar diffusion-weighted imaging to diffusion tensor imaging and beyond. Radiographics 26(Suppl 1):S205–S223PubMed Hagmann P, Jonasson L, Maeder P, Thiran JP, Wedeen VJ, Meuli R (2006) Understanding diffusion MR imaging techniques: from scalar diffusion-weighted imaging to diffusion tensor imaging and beyond. Radiographics 26(Suppl 1):S205–S223PubMed
35.
Zurück zum Zitat Basser PJ (1995) Inferring microstructural features and the physiological state of tissues from diffusion-weighted images. NMR Biomed 8(7–8):333–344PubMed Basser PJ (1995) Inferring microstructural features and the physiological state of tissues from diffusion-weighted images. NMR Biomed 8(7–8):333–344PubMed
36.
Zurück zum Zitat Jones DK, Basser PJ (2004) “Squashing peanuts and smashing pumpkins”: how noise distorts diffusion-weighted MR data. Magn Reson Med 52(5):979–993PubMed Jones DK, Basser PJ (2004) “Squashing peanuts and smashing pumpkins”: how noise distorts diffusion-weighted MR data. Magn Reson Med 52(5):979–993PubMed
37.
Zurück zum Zitat Blondin D, Lanzman RS, Klasen J, Scherer A, Miese F, Kropil P, Wittsack HJ (2011) Diffusion-attenuated MRI signal of renal allografts: comparison of two different statistical models. AJR Am J Roentgenol 196(6):W701–W705PubMed Blondin D, Lanzman RS, Klasen J, Scherer A, Miese F, Kropil P, Wittsack HJ (2011) Diffusion-attenuated MRI signal of renal allografts: comparison of two different statistical models. AJR Am J Roentgenol 196(6):W701–W705PubMed
38.
Zurück zum Zitat Kataoka M, Kido A, Yamamoto A, Nakamoto Y, Koyama T, Isoda H, Maetani Y, Umeoka S, Tamai K, Saga T, Morisawa N, Mori S, Togashi K (2009) Diffusion tensor imaging of kidneys with respiratory triggering: optimization of parameters to demonstrate anisotropic structures on fraction anisotropy maps. J Magn Reson Imaging 29(3):736–744PubMed Kataoka M, Kido A, Yamamoto A, Nakamoto Y, Koyama T, Isoda H, Maetani Y, Umeoka S, Tamai K, Saga T, Morisawa N, Mori S, Togashi K (2009) Diffusion tensor imaging of kidneys with respiratory triggering: optimization of parameters to demonstrate anisotropic structures on fraction anisotropy maps. J Magn Reson Imaging 29(3):736–744PubMed
39.
Zurück zum Zitat Lu L, Sedor JR, Gulani V, Schelling JR, O’Brien A, Flask CA, MacRae Dell K (2011) Use of diffusion tensor MRI to identify early changes in diabetic nephropathy. Am J Nephrol 34(5):476–482PubMedPubMedCentral Lu L, Sedor JR, Gulani V, Schelling JR, O’Brien A, Flask CA, MacRae Dell K (2011) Use of diffusion tensor MRI to identify early changes in diabetic nephropathy. Am J Nephrol 34(5):476–482PubMedPubMedCentral
40.
Zurück zum Zitat Notohamiprodjo M, Glaser C, Herrmann KA, Dietrich O, Attenberger UI, Reiser MF, Schoenberg SO, Michaely HJ (2008) Diffusion tensor imaging of the kidney with parallel imaging: initial clinical experience. Invest Radiol 43(10):677–685PubMed Notohamiprodjo M, Glaser C, Herrmann KA, Dietrich O, Attenberger UI, Reiser MF, Schoenberg SO, Michaely HJ (2008) Diffusion tensor imaging of the kidney with parallel imaging: initial clinical experience. Invest Radiol 43(10):677–685PubMed
41.
Zurück zum Zitat Ries M, Jones RA, Basseau F, Moonen CT, Grenier N (2001) Diffusion tensor MRI of the human kidney. J Magn Reson Imaging 14(1):42–49PubMed Ries M, Jones RA, Basseau F, Moonen CT, Grenier N (2001) Diffusion tensor MRI of the human kidney. J Magn Reson Imaging 14(1):42–49PubMed
42.
Zurück zum Zitat Sigmund EE, Vivier HV, Sui D, Lamparello N, Tantillo K, Mikheev A, Rusinek H, Babb J, Storey P, Lee VS, Chandarana H (2012) Intravoxel incoherent motion (IVIM) and diffusion tensor imaging (DTI) in renal tissue under hydration and furosemide flow challenges. Radiology 263(3):758–769PubMed Sigmund EE, Vivier HV, Sui D, Lamparello N, Tantillo K, Mikheev A, Rusinek H, Babb J, Storey P, Lee VS, Chandarana H (2012) Intravoxel incoherent motion (IVIM) and diffusion tensor imaging (DTI) in renal tissue under hydration and furosemide flow challenges. Radiology 263(3):758–769PubMed
43.
Zurück zum Zitat Thoeny HC, Binser T, Roth B, Kessler TM, Vermathen P (2009) Noninvasive assessment of acute ureteral obstruction with diffusion-weighted MR imaging: a prospective study. Radiology 252(3):721–728PubMed Thoeny HC, Binser T, Roth B, Kessler TM, Vermathen P (2009) Noninvasive assessment of acute ureteral obstruction with diffusion-weighted MR imaging: a prospective study. Radiology 252(3):721–728PubMed
44.
Zurück zum Zitat Wu M, Lin Y, Shieh C, Wan Y, Yen TH, Ng K, Wai Y, Wang J (2011) Measuring anisotropic diffusion in kidney using MRI. Acad Radiol 18(9):1168–1174PubMed Wu M, Lin Y, Shieh C, Wan Y, Yen TH, Ng K, Wai Y, Wang J (2011) Measuring anisotropic diffusion in kidney using MRI. Acad Radiol 18(9):1168–1174PubMed
45.
Zurück zum Zitat Notohamiprodjo M, Dietrich O, Horger W, Horng A, Helck AD, Herrmann KA, Reiser MF, Glaser C (2010) Diffusion tensor imaging (DTI) of the kidney at 3 tesla-feasibility, protocol evaluation and comparison to 1.5 Tesla. Invest Radiol 45(5):245–254PubMed Notohamiprodjo M, Dietrich O, Horger W, Horng A, Helck AD, Herrmann KA, Reiser MF, Glaser C (2010) Diffusion tensor imaging (DTI) of the kidney at 3 tesla-feasibility, protocol evaluation and comparison to 1.5 Tesla. Invest Radiol 45(5):245–254PubMed
46.
Zurück zum Zitat Froeling M, Nederveen AJ, Nicolay K, Strijkers GJ (2013) DTI of human skeletal muscle: the effects of diffusion encoding parameters, signal-to-noise ratio and T2 on tensor indices and fiber tracts. NMR Biomed 26(11):1339–1352PubMed Froeling M, Nederveen AJ, Nicolay K, Strijkers GJ (2013) DTI of human skeletal muscle: the effects of diffusion encoding parameters, signal-to-noise ratio and T2 on tensor indices and fiber tracts. NMR Biomed 26(11):1339–1352PubMed
47.
Zurück zum Zitat Sulkowska K, Palczewski P, Duda-Zysk A, Szeszkowski W, Wojcik D, Kownacka-Piotrowska D, Golebiowski M (2015) Diffusion-weighted MRI of kidneys in healthy volunteers and living kidney donors. Clin Radiol 70(10):1122–1127PubMed Sulkowska K, Palczewski P, Duda-Zysk A, Szeszkowski W, Wojcik D, Kownacka-Piotrowska D, Golebiowski M (2015) Diffusion-weighted MRI of kidneys in healthy volunteers and living kidney donors. Clin Radiol 70(10):1122–1127PubMed
48.
Zurück zum Zitat Binser T, Thoeny HC, Eisenberger U, Stemmer A, Boesch C, Vermathen P (2010) Comparison of physiological triggering schemes for diffusion-weighted magnetic resonance imaging in kidneys. J Magn Reson Imaging 31(5):1144–1150PubMed Binser T, Thoeny HC, Eisenberger U, Stemmer A, Boesch C, Vermathen P (2010) Comparison of physiological triggering schemes for diffusion-weighted magnetic resonance imaging in kidneys. J Magn Reson Imaging 31(5):1144–1150PubMed
49.
Zurück zum Zitat Donati OF, Chong D, Nanz D, Boss A, Froehlich JM, Andres E, Seifert B, Thoeny HC (2014) Diffusion-weighted MR imaging of upper abdominal organs: field strength and intervendor variability of apparent diffusion coefficients. Radiology 270(2):454–463PubMed Donati OF, Chong D, Nanz D, Boss A, Froehlich JM, Andres E, Seifert B, Thoeny HC (2014) Diffusion-weighted MR imaging of upper abdominal organs: field strength and intervendor variability of apparent diffusion coefficients. Radiology 270(2):454–463PubMed
50.
Zurück zum Zitat Eisenberger U, Binser T, Thoeny HC, Boesch C, Frey FJ, Vermathen P (2014) Living renal allograft transplantation: diffusion-weighted MR imaging in longitudinal follow-up of the donated and the remaining kidney. Radiology 270(3):800–808PubMed Eisenberger U, Binser T, Thoeny HC, Boesch C, Frey FJ, Vermathen P (2014) Living renal allograft transplantation: diffusion-weighted MR imaging in longitudinal follow-up of the donated and the remaining kidney. Radiology 270(3):800–808PubMed
51.
Zurück zum Zitat Filli L, Wurnig M, Nanz D, Luechinger R, Kenkel D, Boss A (2014) Whole-body diffusion kurtosis imaging: initial experience on non-Gaussian diffusion in various organs. Invest Radiol 49(12):773–778PubMed Filli L, Wurnig M, Nanz D, Luechinger R, Kenkel D, Boss A (2014) Whole-body diffusion kurtosis imaging: initial experience on non-Gaussian diffusion in various organs. Invest Radiol 49(12):773–778PubMed
52.
Zurück zum Zitat Friedli I, Crowe LA, Viallon M, Porter DA, Martin PY, de Seigneux S, Vallee JP (2015) Improvement of renal diffusion-weighted magnetic resonance imaging with readout-segmented echo-planar imaging at 3 T. Magn Reson Imaging 33(6):701–708PubMed Friedli I, Crowe LA, Viallon M, Porter DA, Martin PY, de Seigneux S, Vallee JP (2015) Improvement of renal diffusion-weighted magnetic resonance imaging with readout-segmented echo-planar imaging at 3 T. Magn Reson Imaging 33(6):701–708PubMed
54.
Zurück zum Zitat Jerome NP, Orton MR, d’Arcy JA, Collins DJ, Koh DM, Leach MO (2014) Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: effect on ADC and IVIM statistics. J Magn Reson Imaging 39(1):235–240PubMed Jerome NP, Orton MR, d’Arcy JA, Collins DJ, Koh DM, Leach MO (2014) Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: effect on ADC and IVIM statistics. J Magn Reson Imaging 39(1):235–240PubMed
55.
Zurück zum Zitat Jin N, Deng J, Zhang L, Zhang Z, Lu G, Omary RA, Larson AC (2011) Targeted single-shot methods for diffusion-weighted imaging in the kidneys. J Magn Reson Imaging 33(6):1517–1525PubMedPubMedCentral Jin N, Deng J, Zhang L, Zhang Z, Lu G, Omary RA, Larson AC (2011) Targeted single-shot methods for diffusion-weighted imaging in the kidneys. J Magn Reson Imaging 33(6):1517–1525PubMedPubMedCentral
56.
Zurück zum Zitat Murtz P, Flacke S, Traber F, van den Brink JS, Gieseke J, Schild HH (2002) Abdomen: diffusion-weighted MR imaging with pulse-triggered single-shot sequences. Radiology 224(1):258–264PubMed Murtz P, Flacke S, Traber F, van den Brink JS, Gieseke J, Schild HH (2002) Abdomen: diffusion-weighted MR imaging with pulse-triggered single-shot sequences. Radiology 224(1):258–264PubMed
58.
Zurück zum Zitat Siegel CL, Aisen AM, Ellis JH, Londy F, Chenevert TL (1995) Feasibility of MR diffusion studies in the kidney. J Magn Reson Imaging 5(5):617–620PubMed Siegel CL, Aisen AM, Ellis JH, Londy F, Chenevert TL (1995) Feasibility of MR diffusion studies in the kidney. J Magn Reson Imaging 5(5):617–620PubMed
59.
Zurück zum Zitat Wang WJ, Pui MH, Guo Y, Wang LQ, Wang HJ, Liu M (2014) 3T magnetic resonance diffusion tensor imaging in chronic kidney disease. Abdom Imaging 39(4):770–775PubMed Wang WJ, Pui MH, Guo Y, Wang LQ, Wang HJ, Liu M (2014) 3T magnetic resonance diffusion tensor imaging in chronic kidney disease. Abdom Imaging 39(4):770–775PubMed
60.
Zurück zum Zitat Zhao J, Wang ZJ, Liu M, Zhu J, Zhang X, Zhang T, Li S, Li Y (2014) Assessment of renal fibrosis in chronic kidney disease using diffusion-weighted MRI. Clin Radiol 69(11):1117–1122PubMed Zhao J, Wang ZJ, Liu M, Zhu J, Zhang X, Zhang T, Li S, Li Y (2014) Assessment of renal fibrosis in chronic kidney disease using diffusion-weighted MRI. Clin Radiol 69(11):1117–1122PubMed
61.
Zurück zum Zitat Zheng Z, Yan T, Jia J, Li D, Wei L, Shang W, Shi H (2018) Assessment of renal pathological changes in lupus nephritis using diffusion weighted imaging: a multiple correspondence analysis. Kidney Blood Press Res 43(3):847–859PubMed Zheng Z, Yan T, Jia J, Li D, Wei L, Shang W, Shi H (2018) Assessment of renal pathological changes in lupus nephritis using diffusion weighted imaging: a multiple correspondence analysis. Kidney Blood Press Res 43(3):847–859PubMed
62.
Zurück zum Zitat Wang WJ, Pui MH, Guo Y, Hu XS, Wang HJ, Yang D (2014) MR diffusion tensor imaging of normal kidneys. J Magn Reson Imaging 40(5):1099–1102PubMed Wang WJ, Pui MH, Guo Y, Hu XS, Wang HJ, Yang D (2014) MR diffusion tensor imaging of normal kidneys. J Magn Reson Imaging 40(5):1099–1102PubMed
63.
Zurück zum Zitat Chuck NC, Steidle G, Blume I, Fischer MA, Nanz D, Boss A (2013) Diffusion tensor imaging of the kidneys: influence of b value and number of encoding directions on image quality and diffusion tensor parameters. J Clin Imaging Sci 3:53PubMedPubMedCentral Chuck NC, Steidle G, Blume I, Fischer MA, Nanz D, Boss A (2013) Diffusion tensor imaging of the kidneys: influence of b value and number of encoding directions on image quality and diffusion tensor parameters. J Clin Imaging Sci 3:53PubMedPubMedCentral
64.
Zurück zum Zitat Chan RW, Von Deuster C, Stoeck CT, Harmer J, Punwani S, Ramachandran N, Kozerke S, Atkinson D (2014) High-resolution diffusion tensor imaging of the human kidneys using a free-breathing, multi-slice, targeted field of view approach. NMR Biomed 27(11):1300–1312PubMedPubMedCentral Chan RW, Von Deuster C, Stoeck CT, Harmer J, Punwani S, Ramachandran N, Kozerke S, Atkinson D (2014) High-resolution diffusion tensor imaging of the human kidneys using a free-breathing, multi-slice, targeted field of view approach. NMR Biomed 27(11):1300–1312PubMedPubMedCentral
65.
Zurück zum Zitat Cutajar M, Clayden JD, Clark CA, Gordon I (2011) Test-retest reliability and repeatability of renal diffusion tensor MRI in healthy subjects. Eur J Radiol 80(3):e263–e268PubMed Cutajar M, Clayden JD, Clark CA, Gordon I (2011) Test-retest reliability and repeatability of renal diffusion tensor MRI in healthy subjects. Eur J Radiol 80(3):e263–e268PubMed
66.
Zurück zum Zitat Zheng Z, Shi H, Zhang J, Zhang Y (2014) Renal water molecular diffusion characteristics in healthy native kidneys: assessment with diffusion tensor MR imaging. PLoS One 9(12):e113469PubMedPubMedCentral Zheng Z, Shi H, Zhang J, Zhang Y (2014) Renal water molecular diffusion characteristics in healthy native kidneys: assessment with diffusion tensor MR imaging. PLoS One 9(12):e113469PubMedPubMedCentral
67.
Zurück zum Zitat Kido A, Kataoka M, Yamamoto A, Nakamoto Y, Umeoka S, Koyama T, Maetani Y, Isoda H, Tamai K, Morisawa N, Saga T, Mori S, Togashi K (2010) Diffusion tensor MRI of the kidney at 3.0 and 1.5 Tesla. Acta Radiol (Stockholm, Sweden : 1987) 51(9):1059–1063 Kido A, Kataoka M, Yamamoto A, Nakamoto Y, Umeoka S, Koyama T, Maetani Y, Isoda H, Tamai K, Morisawa N, Saga T, Mori S, Togashi K (2010) Diffusion tensor MRI of the kidney at 3.0 and 1.5 Tesla. Acta Radiol (Stockholm, Sweden : 1987) 51(9):1059–1063
68.
Zurück zum Zitat Seif M, Lu H, Boesch C, Reyes M, Vermathen P (2015) Image registration for triggered and non-triggered DTI of the human kidney: reduced variability of diffusion parameter estimation. J Magn Reson Imaging 41(5):1228–1235PubMed Seif M, Lu H, Boesch C, Reyes M, Vermathen P (2015) Image registration for triggered and non-triggered DTI of the human kidney: reduced variability of diffusion parameter estimation. J Magn Reson Imaging 41(5):1228–1235PubMed
69.
Zurück zum Zitat Gurses B, Kilickesmez O, Tasdelen N, Firat Z, Gurmen N (2011) Diffusion tensor imaging of the kidney at 3 Tesla MRI: normative values and repeatability of measurements in healthy volunteers. Diagn Interv Radiol (Ank, Turk) 17(4):317–322 Gurses B, Kilickesmez O, Tasdelen N, Firat Z, Gurmen N (2011) Diffusion tensor imaging of the kidney at 3 Tesla MRI: normative values and repeatability of measurements in healthy volunteers. Diagn Interv Radiol (Ank, Turk) 17(4):317–322
70.
Zurück zum Zitat Lupica R, Mormina E, Lacquaniti A, Trimboli D, Bianchimano B, Marino S, Bramanti P, Longo M, Buemi M, Granata F (2016) 3 tesla-diffusion tensor imaging in autosomal dominant polycystic kidney disease: the nephrologist’s point of view. Nephron 134(2):73–80PubMed Lupica R, Mormina E, Lacquaniti A, Trimboli D, Bianchimano B, Marino S, Bramanti P, Longo M, Buemi M, Granata F (2016) 3 tesla-diffusion tensor imaging in autosomal dominant polycystic kidney disease: the nephrologist’s point of view. Nephron 134(2):73–80PubMed
71.
Zurück zum Zitat Liu AL, Mikheev A, Rusinek H, Huang WC, Wysock JS, Babb JS, Feiweier T, Stoffel D, Chandarana H, Sigmund EE (2018) REnal flow and microstructure anisotropy (REFMAP) MRI in normal and peritumoral renal tissue. J Magn Reson Imaging 48(1):188–197PubMedPubMedCentral Liu AL, Mikheev A, Rusinek H, Huang WC, Wysock JS, Babb JS, Feiweier T, Stoffel D, Chandarana H, Sigmund EE (2018) REnal flow and microstructure anisotropy (REFMAP) MRI in normal and peritumoral renal tissue. J Magn Reson Imaging 48(1):188–197PubMedPubMedCentral
72.
Zurück zum Zitat Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Comparison of intravoxel incoherent motion parameters across MR imagers and field strengths: evaluation in upper abdominal organs. Radiology 279(3):784–794PubMed Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Comparison of intravoxel incoherent motion parameters across MR imagers and field strengths: evaluation in upper abdominal organs. Radiology 279(3):784–794PubMed
73.
Zurück zum Zitat Deux JF, Audard V, Brugieres P, Habibi A, Manea EM, Guillaud-Danis C, Godeau B, Galacteros F, Stehle T, Lang P, Grimbert P, Audureau E, Rahmouni A, Bartolucci P (2017) Magnetic resonance imaging assessment of kidney oxygenation and perfusion during sickle cell vaso-occlusive crises. Am J Kidney Dis 69(1):51–59PubMed Deux JF, Audard V, Brugieres P, Habibi A, Manea EM, Guillaud-Danis C, Godeau B, Galacteros F, Stehle T, Lang P, Grimbert P, Audureau E, Rahmouni A, Bartolucci P (2017) Magnetic resonance imaging assessment of kidney oxygenation and perfusion during sickle cell vaso-occlusive crises. Am J Kidney Dis 69(1):51–59PubMed
74.
Zurück zum Zitat Filli L, Wurnig MC, Luechinger R, Eberhardt C, Guggenberger R, Boss A (2015) Whole-body intravoxel incoherent motion imaging. Eur Radiol 25(7):2049–2058PubMed Filli L, Wurnig MC, Luechinger R, Eberhardt C, Guggenberger R, Boss A (2015) Whole-body intravoxel incoherent motion imaging. Eur Radiol 25(7):2049–2058PubMed
75.
Zurück zum Zitat Friedli I, Crowe LA, de Perrot T, Berchtold L, Martin PY, de Seigneux S, Vallee JP (2017) Comparison of readout-segmented and conventional single-shot for echo-planar diffusion-weighted imaging in the assessment of kidney interstitial fibrosis. J Magn Reson Imaging. https://doi.org/10.1002/jmri.25687 CrossRefPubMed Friedli I, Crowe LA, de Perrot T, Berchtold L, Martin PY, de Seigneux S, Vallee JP (2017) Comparison of readout-segmented and conventional single-shot for echo-planar diffusion-weighted imaging in the assessment of kidney interstitial fibrosis. J Magn Reson Imaging. https://​doi.​org/​10.​1002/​jmri.​25687 CrossRefPubMed
76.
Zurück zum Zitat Notohamiprodjo M, Chandarana H, Mikheev A, Rusinek H, Grinstead J, Feiweier T, Raya JG, Lee VS, Sigmund EE (2015) Combined intravoxel incoherent motion and diffusion tensor imaging of renal diffusion and flow anisotropy. Magn Reson Med 73(4):1526–1532PubMed Notohamiprodjo M, Chandarana H, Mikheev A, Rusinek H, Grinstead J, Feiweier T, Raya JG, Lee VS, Sigmund EE (2015) Combined intravoxel incoherent motion and diffusion tensor imaging of renal diffusion and flow anisotropy. Magn Reson Med 73(4):1526–1532PubMed
77.
Zurück zum Zitat Wurnig MC, Donati OF, Ulbrich E, Filli L, Kenkel D, Thoeny HC, Boss A (2015) Systematic analysis of the intravoxel incoherent motion threshold separating perfusion and diffusion effects: proposal of a standardized algorithm. Magn Reson Med 74(5):1414–1422PubMed Wurnig MC, Donati OF, Ulbrich E, Filli L, Kenkel D, Thoeny HC, Boss A (2015) Systematic analysis of the intravoxel incoherent motion threshold separating perfusion and diffusion effects: proposal of a standardized algorithm. Magn Reson Med 74(5):1414–1422PubMed
78.
Zurück zum Zitat Lv J, Huang W, Zhang J, Wang X (2018) Performance of U-net based pyramidal lucas-kanade registration on free-breathing multi-b-value diffusion MRI of the kidney. Br J Radiol 91(1086):20170813PubMedPubMedCentral Lv J, Huang W, Zhang J, Wang X (2018) Performance of U-net based pyramidal lucas-kanade registration on free-breathing multi-b-value diffusion MRI of the kidney. Br J Radiol 91(1086):20170813PubMedPubMedCentral
79.
Zurück zum Zitat de Bazelaire CM, Duhamel GD, Rofsky NM, Alsop DC (2004) MR imaging relaxation times of abdominal and pelvic tissues measured in vivo at 3.0 T: preliminary results. Radiology 230(3):652–659PubMed de Bazelaire CM, Duhamel GD, Rofsky NM, Alsop DC (2004) MR imaging relaxation times of abdominal and pelvic tissues measured in vivo at 3.0 T: preliminary results. Radiology 230(3):652–659PubMed
80.
Zurück zum Zitat Norman Dalkey OH (1963) An experimental application of the Delphi method to the use of experts. Manag Sci 9(3):458–467 Norman Dalkey OH (1963) An experimental application of the Delphi method to the use of experts. Manag Sci 9(3):458–467
81.
Zurück zum Zitat Jones D (2004) The effect of gradient sampling schemes on measures derived from diffusion tensor MRI: a Monte Carlo study. Magn Reson Med 51(4):807–815PubMed Jones D (2004) The effect of gradient sampling schemes on measures derived from diffusion tensor MRI: a Monte Carlo study. Magn Reson Med 51(4):807–815PubMed
82.
Zurück zum Zitat Meeus EM, Novak J, Dehghani H, Peet AC (2018) Rapid measurement of intravoxel incoherent motion (IVIM) derived perfusion fraction for clinical magnetic resonance imaging. MAGMA 31(2):269–283PubMed Meeus EM, Novak J, Dehghani H, Peet AC (2018) Rapid measurement of intravoxel incoherent motion (IVIM) derived perfusion fraction for clinical magnetic resonance imaging. MAGMA 31(2):269–283PubMed
83.
Zurück zum Zitat While PT (2017) A comparative simulation study of bayesian fitting approaches to intravoxel incoherent motion modeling in diffusion-weighted MRI. Magn Reson Med 78(6):2373–2387PubMed While PT (2017) A comparative simulation study of bayesian fitting approaches to intravoxel incoherent motion modeling in diffusion-weighted MRI. Magn Reson Med 78(6):2373–2387PubMed
84.
Zurück zum Zitat Coupe P, Manjon JV, Gedamu E, Arnold D, Robles M, Collins DL (2010) Robust Rician noise estimation for MR images. Med Image Anal 14(4):483–493PubMed Coupe P, Manjon JV, Gedamu E, Arnold D, Robles M, Collins DL (2010) Robust Rician noise estimation for MR images. Med Image Anal 14(4):483–493PubMed
85.
Zurück zum Zitat Reeder SB, Wintersperger BJ, Dietrich O, Lanz T, Greiser A, Reiser MF, Glazer GM, Schoenberg SO (2005) Practical approaches to the evaluation of signal-to-noise ratio performance with parallel imaging: application with cardiac imaging and a 32-channel cardiac coil. Magn Reson Med 54(3):748–754PubMed Reeder SB, Wintersperger BJ, Dietrich O, Lanz T, Greiser A, Reiser MF, Glazer GM, Schoenberg SO (2005) Practical approaches to the evaluation of signal-to-noise ratio performance with parallel imaging: application with cardiac imaging and a 32-channel cardiac coil. Magn Reson Med 54(3):748–754PubMed
86.
Zurück zum Zitat Stanisz GJ, Odrobina EE, Pun J, Escaravage M, Graham SJ, Bronskill MJ, Henkelman RM (2005) T1, T2 relaxation and magnetization transfer in tissue at 3T. Magn Reson Med 54(3):507–512PubMed Stanisz GJ, Odrobina EE, Pun J, Escaravage M, Graham SJ, Bronskill MJ, Henkelman RM (2005) T1, T2 relaxation and magnetization transfer in tissue at 3T. Magn Reson Med 54(3):507–512PubMed
87.
Zurück zum Zitat Alanen A, Nummi P, Kormano M, Irjala K (1987) Proton T1 relaxation time of normal and abnormal urine. Acta Radiol (Stockh, Swed 1987) 28(5):601–602 Alanen A, Nummi P, Kormano M, Irjala K (1987) Proton T1 relaxation time of normal and abnormal urine. Acta Radiol (Stockh, Swed 1987) 28(5):601–602
88.
Zurück zum Zitat Azoury R, Abrashkin S, Weininger J, Iaina A (1988) Proton MR properties of lyophilized urine samples from normal and stone former individuals. Magn Reson Imaging 6(1):49–52PubMed Azoury R, Abrashkin S, Weininger J, Iaina A (1988) Proton MR properties of lyophilized urine samples from normal and stone former individuals. Magn Reson Imaging 6(1):49–52PubMed
89.
Zurück zum Zitat Brown JJ, vanSonnenberg E, Gerber KH, Strich G, Wittich GR, Slutsky RA (1985) Magnetic resonance relaxation times of percutaneously obtained normal and abnormal body fluids. Radiology 154(3):727–731PubMed Brown JJ, vanSonnenberg E, Gerber KH, Strich G, Wittich GR, Slutsky RA (1985) Magnetic resonance relaxation times of percutaneously obtained normal and abnormal body fluids. Radiology 154(3):727–731PubMed
90.
Zurück zum Zitat Abdeltawab H, Shehata M, Shalaby A, Khalifa F, Mahmoud A, El-Ghar MA, Dwyer AC, Ghazal M, Hajjdiab H, Keynton R, El-Baz A (2019) A novel CNN-based CAD system for early assessment of transplanted kidney dysfunction. Sci Rep 9(1):5948PubMedPubMedCentral Abdeltawab H, Shehata M, Shalaby A, Khalifa F, Mahmoud A, El-Ghar MA, Dwyer AC, Ghazal M, Hajjdiab H, Keynton R, El-Baz A (2019) A novel CNN-based CAD system for early assessment of transplanted kidney dysfunction. Sci Rep 9(1):5948PubMedPubMedCentral
91.
Zurück zum Zitat Hollis E, Shehata M, Abou El-Ghar M, Ghazal M, El-Diasty T, Merchant M, Switala AE, El-Baz A (2017) Statistical analysis of ADCs and clinical biomarkers in detecting acute renal transplant rejection. Br J Radiol 90(1080):20170125PubMedPubMedCentral Hollis E, Shehata M, Abou El-Ghar M, Ghazal M, El-Diasty T, Merchant M, Switala AE, El-Baz A (2017) Statistical analysis of ADCs and clinical biomarkers in detecting acute renal transplant rejection. Br J Radiol 90(1080):20170125PubMedPubMedCentral
92.
Zurück zum Zitat Shehata M, Mahmoud A, Soliman A, Khalifa F, Ghazal M, El-Ghar MA, El-Melegy M, El-Baz A (2018) 3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary. PLoS One 13:1–21 Shehata M, Mahmoud A, Soliman A, Khalifa F, Ghazal M, El-Ghar MA, El-Melegy M, El-Baz A (2018) 3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary. PLoS One 13:1–21
93.
Zurück zum Zitat Shehata M, Khalifa F, Soliman A, Ghazal M, Taher F, El-Ghar MA, Dwyer AC, Farb G, Keyton RS, El-Baz A (2018) Computer-aided diagnostic system for early detection of acute renal transplant rejection using diffusion-weighted MRI. Trans Biomed Eng 66:1–14 Shehata M, Khalifa F, Soliman A, Ghazal M, Taher F, El-Ghar MA, Dwyer AC, Farb G, Keyton RS, El-Baz A (2018) Computer-aided diagnostic system for early detection of acute renal transplant rejection using diffusion-weighted MRI. Trans Biomed Eng 66:1–14
94.
Zurück zum Zitat Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103(3):247–254PubMed Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103(3):247–254PubMed
95.
Zurück zum Zitat Mattiello J, Basser PJ, Le Bihan D (1997) The b matrix in diffusion tensor echo-planar imaging. Magn Reson Med 37(2):292–300PubMed Mattiello J, Basser PJ, Le Bihan D (1997) The b matrix in diffusion tensor echo-planar imaging. Magn Reson Med 37(2):292–300PubMed
96.
Zurück zum Zitat Malyarenko D, Galban CJ, Londy FJ, Meyer CR, Johnson TD, Rehemtulla A, Ross BD, Chenevert TL (2013) Multi-system repeatability and reproducibility of apparent diffusion coefficient measurement using an ice-water phantom. J Magn Reson Imaging 37(5):1238–1246PubMed Malyarenko D, Galban CJ, Londy FJ, Meyer CR, Johnson TD, Rehemtulla A, Ross BD, Chenevert TL (2013) Multi-system repeatability and reproducibility of apparent diffusion coefficient measurement using an ice-water phantom. J Magn Reson Imaging 37(5):1238–1246PubMed
97.
Zurück zum Zitat Keenan KE, Ainslie M, Barker AJ, Boss MA, Cecil KM, Charles C, Chenevert TL, Clarke L, Evelhoch JL, Finn P, Gembris D, Gunter JL, Hill DLG, Jack CR Jr, Jackson EF, Liu G, Russek SE, Sharma SD, Steckner M, Stupic KF, Trzasko JD, Yuan C, Zheng J (2018) Quantitative magnetic resonance imaging phantoms: a review and the need for a system phantom. Magn Reson Med 79(1):48–61PubMed Keenan KE, Ainslie M, Barker AJ, Boss MA, Cecil KM, Charles C, Chenevert TL, Clarke L, Evelhoch JL, Finn P, Gembris D, Gunter JL, Hill DLG, Jack CR Jr, Jackson EF, Liu G, Russek SE, Sharma SD, Steckner M, Stupic KF, Trzasko JD, Yuan C, Zheng J (2018) Quantitative magnetic resonance imaging phantoms: a review and the need for a system phantom. Magn Reson Med 79(1):48–61PubMed
Metadaten
Titel
Consensus-based technical recommendations for clinical translation of renal diffusion-weighted MRI
verfasst von
Alexandra Ljimani
Anna Caroli
Christoffer Laustsen
Susan Francis
Iosif Alexandru Mendichovszky
Octavia Bane
Fabio Nery
Kanishka Sharma
Andreas Pohlmann
Ilona A. Dekkers
Jean-Paul Vallee
Katja Derlin
Mike Notohamiprodjo
Ruth P. Lim
Stefano Palmucci
Suraj D. Serai
Joao Periquito
Zhen Jane Wang
Martijn Froeling
Harriet C. Thoeny
Pottumarthi Prasad
Moritz Schneider
Thoralf Niendorf
Pim Pullens
Steven Sourbron
Eric E. Sigmund
Publikationsdatum
01.11.2019
Verlag
Springer International Publishing
Erschienen in
Magnetic Resonance Materials in Physics, Biology and Medicine / Ausgabe 1/2020
Print ISSN: 0968-5243
Elektronische ISSN: 1352-8661
DOI
https://doi.org/10.1007/s10334-019-00790-y

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