High-resolution prostate diffusion MRI using eddy current-nulled convex optimized diffusion encoding and random matrix theory-based denoising

Goh V (2023) Tumor physiology and clinically significant prostate cancer detection. Radiol Soc North Am. 306:200–201

Google Scholar 

Boesen L, Chabanova E, Løgager V, Balslev I, Thomsen HS (2015) Apparent diffusion coefficient ratio correlates significantly with prostate cancer Gleason score at final pathology. J Magn Reson Imaging 42(2):446–453

Article  PubMed  Google Scholar 

Tavakoli AA, Hielscher T, Badura P, Görtz M, Kuder TA, Gnirs R, Schwab C, Hohenfellner M, Schlemmer H-P, Bonekamp D (2023) Contribution of dynamic contrast-enhanced and diffusion MRI to PI-RADS for detecting clinically significant prostate cancer. Radiology 306(1):186–199

Article  PubMed  Google Scholar 

Fütterer JJ (2016) High-resolution diffusion-weighted imaging increases prostate cancer visibility? EBioMedicine 7:12

Article  PubMed  PubMed Central  Google Scholar 

Medved M, Soylu-Boy FN, Karademir I, Sethi I, Yousuf A, Karczmar GS, Oto A (2014) High-resolution diffusion-weighted imaging of the prostate. Am J Roentgenol 203(1):85–90

Article  Google Scholar 

Nguyen C, Sharif-Afshar AR, Fan Z, Xie Y, Wilson S, Bi X, Payor L, Saouaf R, Kim H, Li D (2016) 3 D high-resolution diffusion-weighted MRI at 3 T: Preliminary application in prostate cancer patients undergoing active surveillance protocol for low-risk prostate cancer. Magn Reson Med 75(2):616–626

Article  PubMed  Google Scholar 

Reischauer C, Wilm BJ, Froehlich JM, Gutzeit A, Prikler L, Gablinger R, Boesiger P, Wentz K-U (2011) High-resolution diffusion tensor imaging of prostate cancer using a reduced FOV technique. Eur J Radiol 80(2):e34–e41

Article  PubMed  Google Scholar 

Sharif-Afshar A-R, Nguyen C, Feng TS, Payor L, Fan Z, Saouaf R, Li D, Kim HL (2016) Prospective pilot trial to evaluate a high resolution diffusion-weighted MRI in prostate cancer patients. EBioMedicine 7:80–84

Article  PubMed  PubMed Central  Google Scholar 

Bourne R, Panagiotaki E (2016) Limitations and prospects for diffusion-weighted MRI of the prostate. Diagnostics 6(2):21

Article  PubMed  PubMed Central  Google Scholar 

Langer DL, van der Kwast TH, Evans AJ, Sun L, Yaffe MJ, Trachtenberg J, Haider MA (2008) Intermixed normal tissue within prostate cancer: effect on MR imaging measurements of apparent diffusion coefficient and T2—sparse versus dense cancers. Radiology 249(3):900–908

Article  PubMed  Google Scholar 

Wu W, Miller KL (2017) Image formation in diffusion MRI: a review of recent technical developments. J Magn Reson Imaging 46(3):646–662

Article  PubMed  PubMed Central  Google Scholar 

Lee G, Oto A, Giurcanu M (2022) Prostate MRI: is endorectal coil necessary?—a review. Life 12(4):569

Article  PubMed  PubMed Central  Google Scholar 

Ullrich T, Kohli M, Ohliger M, Magudia K, Arora S, Barrett T, Bittencourt L, Margolis D, Schimmöller L, Turkbey B (2020) Quality Comparison of 3 Tesla multiparametric MRI of the prostate using a flexible surface receiver coil versus conventional surface coil plus endorectal coil setup. Abdominal Radiology 45:4260–4270

Article  CAS  PubMed  Google Scholar 

Jambor I (2017) Optimization of prostate MRI acquisition and post-processing protocol: a pictorial review with access to acquisition protocols. Acta Radiologica Open 6(12):2058460117745574

Article  PubMed  PubMed Central  Google Scholar 

Aliotta E, Moulin K, Ennis DB (2018) Eddy current–nulled convex optimized diffusion encoding (EN-CODE) for distortion-free diffusion tensor imaging with short echo times. Magn Reson Med 79(2):663–672

Article  CAS  PubMed  Google Scholar 

Aliotta E, Wu HH, Ennis DB (2017) Convex optimized diffusion encoding (CODE) gradient waveforms for minimum echo time and bulk motion–compensated diffusion-weighted MRI. Magn Reson Med 77(2):717–729

Article  PubMed  Google Scholar 

Zhang Z, Moulin K, Aliotta E, Shakeri S, Afshari Mirak S, Hosseiny M, Raman S, Ennis DB, Wu HH (2020) Prostate diffusion MRI with minimal echo time using eddy current nulled convex optimized diffusion encoding. J Magn Reson Imaging 51(5):1526–1539

Article  PubMed  Google Scholar 

Kyriazi S, Blackledge M, Collins DJ, Desouza NM (2010) Optimising diffusion-weighted imaging in the abdomen and pelvis: comparison of image quality between monopolar and bipolar single-shot spin-echo echo-planar sequences. Eur Radiol 20:2422–2431

Article  PubMed  Google Scholar 

Reese TG, Heid O, Weisskoff R, Wedeen V (2003) Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med 49(1):177–182

Article  CAS  PubMed  Google Scholar 

Attenberger UI, Rathmann N, Sertdemir M, Riffel P, Weidner A, Kannengiesser S, Morelli JN, Schoenberg SO, Hausmann D (2016) Small field-of-view single-shot EPI-DWI of the prostate: evaluation of spatially-tailored two-dimensional radiofrequency excitation pulses. Z Med Phys 26(2):168–176

Article  PubMed  Google Scholar 

Marchenko VA, Pastur LA (1967) Distribution of eigenvalues for some sets of random matrices. Matematicheskii Sbornik 114(4):507–536

Google Scholar 

Veraart J, Novikov DS, Christiaens D, Ades-Aron B, Sijbers J, Fieremans E (2016) Denoising of diffusion MRI using random matrix theory. Neuroimage 142:394–406

Article  PubMed  Google Scholar 

Gavish M, Donoho DL (2017) Optimal shrinkage of singular values. IEEE Trans Inf Theory 63(4):2137–2152

Article  MathSciNet  Google Scholar 

Lemberskiy G, Mazaheri Y, Vargas HA, Otazo R, Fieremans E, Novikov DS. Reducing scan time of routine prostate diffusion-weighted imaging using random matrix theory reconstruction. Processings of the 28th Annual Meeting of ISMRM. 2020

Johnson DC, Raman SS, Mirak SA, Kwan L, Bajgiran AM, Hsu W, Maehara CK, Ahuja P, Faiena I, Pooli A (2019) Detection of individual prostate cancer foci via multiparametric magnetic resonance imaging. Eur Urol 75(5):712–720

Article  CAS  PubMed  Google Scholar 

Wilm BJ, Svensson J, Henning A, Pruessmann KP, Boesiger P, Kollias SS (2007) Reduced field-of-view MRI using outer volume suppression for spinal cord diffusion imaging. Magn Reson Med 57(3):625–630

Article  CAS  PubMed  Google Scholar 

Padhani AR, Liu G, Mu-Koh D, Chenevert TL, Thoeny HC, Takahara T, Dzik-Jurasz A, Ross BD, Van Cauteren M, Collins D (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11(2):102–125

Article  CAS  PubMed  PubMed Central  Google Scholar 

Cordero-Grande L, Christiaens D, Hutter J, Price AN, Hajnal JV (2019) Complex diffusion-weighted image estimation via matrix recovery under general noise models. Neuroimage 200:391–404

Article  PubMed  Google Scholar 

Lemberskiy G, Baete S, Veraart J, Shepherd TM, Fieremans E, Novikov DS Achieving sub-mm clinical diffusion MRI resolution by removing noise during reconstruction using random matrix theory. In: Processings of the 27th Annual Meeting of ISMRM. 2019.

Moeller S, Pisharady PK, Ramanna S, Lenglet C, Wu X, Dowdle L, Yacoub E, Uğurbil K, Akçakaya M (2021) NOise Reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing. Neuroimage 226:117539

Article  PubMed  Google Scholar 

Gudbjartsson H, Patz S (1995) The Rician distribution of noisy MRI data. Magn Reson Med 34(6):910–914

Article  CAS  PubMed  PubMed Central  Google Scholar 

Hutter J, Christiaens DJ, Schneider T, Cordero-Grande L, Slator PJ, Deprez M, Price AN, Tournier J-D, Rutherford M, Hajnal JV (2018) Slice-level diffusion encoding for motion and distortion correction. Med Image Anal 48:214–229

Article  PubMed  PubMed Central  Google Scholar 

Powell E, Schneider T, Battiston M, Grussu F, Toosy A, Clayden JD, Wheeler-Kingshott CAG (2022) SENSE EPI reconstruction with 2D phase error correction and channel-wise noise removal. Magn Reson Med 88(5):2157–2166

Article  PubMed  PubMed Central  Google Scholar 

Pruessmann KP, Weiger M, Börnert P, Boesiger P (2001) Advances in sensitivity encoding with arbitrary k-space trajectories. Magn Reson Med 46(4):638–651

Article  CAS  PubMed  Google Scholar 

Heid O. Robust EPI phase correction. Processings of the 5th Annual Meeting of ISMRM. 1997.

Haldar JP, Liu Y, Liao C, Fan Q, Setsompop K (2020) Fast submillimeter diffusion MRI using gSlider-SMS and SNR-enhancing joint reconstruction. Magn Reson Med 84(2):762–776

Article  PubMed  PubMed Central  Google Scholar 

Breuer FA, Kannengiesser SA, Blaimer M, Seiberlich N, Jakob PM, Griswold MA (2009) General formulation for quantitative G-factor calculation in GRAPPA reconstructions. Magn Reson Med 62(3):739–746

Article  PubMed  Google Scholar 

Walsh DO, Gmitro AF, Marcellin MW (2000) Adaptive reconstruction of phased array MR imagery. Magn Reson Med 43(5):682–690

Article  CAS  PubMed  Google Scholar 

Dietrich O, Raya JG, Reeder SB, Reiser MF, Schoenberg SO (2007) Measurement of signal-to-noise ratios in MR images: influence of multichannel coils, parallel imaging, and reconstruction filters. J Magn Reson Imaging 26(2):375–385

Article  PubMed  Google Scholar 

Baltzer P, Mann RM, Iima M, Sigmund EE, Clauser P, Gilbert FJ, Martincich L, Partridge SC, Patterson A, Pinker K (2020) Diffusion-weighted imaging of the breast—a consensus and mission statement from the EUSOBI International Breast Diffusion-Weighted Imaging working group. Eur Radiol 30:1436–1450

Article  PubMed  Google Scholar 

Irfanoglu MO, Sarlls J, Nayak A, Pierpaoli C (2019) Evaluating corrections for eddy-currents and other EPI distortions in diffusion MRI: methodology and a dataset for benchmarking. Magn Reson Med 81(4):

留言 (0)

沒有登入
gif