Fast high‐resolution electric properties tomography using three‐dimensional quantitative transient‐state imaging‐based water fraction estimation

白质 扫描仪 核医学 断层摄影术 材料科学 生物医学工程 核磁共振 磁共振成像 计算机科学 人工智能 医学 物理 放射科
作者
Matteo Cencini,Marta Lancione,Rosa Pasquariello,Luca Peretti,Carolin M. Pirkl,Rolf F. Schulte,Guido Buonincontri,Alessandro Arduino,Luca Zilberti,Laura Biagi,Michela Tosetti
出处
期刊:NMR in Biomedicine [Wiley]
卷期号:37 (1) 被引量:3
标识
DOI:10.1002/nbm.5039
摘要

Abstract In this study, we aimed to develop a fast and robust high‐resolution technique for clinically feasible electrical properties tomography based on water content maps (wEPT) using Quantitative Transient‐state Imaging (QTI), a multiparametric transient state‐based method that is similar to MR fingerprinting. Compared with the original wEPT implementation based on standard spin‐echo acquisition, QTI provides robust electrical properties quantification towards B 1 + inhomogeneities and full quantitative relaxometry data. To validate the proposed approach, 3D QTI data of 12 healthy volunteers were acquired on a 1.5 T scanner. QTI‐provided T 1 maps were used to compute water content maps of the tissues using an empirical relationship based on literature ex‐vivo measurements. Assuming that electrical properties are modulated mainly by tissue water content, the water content maps were used to derive electrical conductivity and relative permittivity maps. The proposed technique was compared with a conventional phase‐only Helmholtz EPT (HH‐EPT) acquisition both within whole white matter, gray matter, and cerebrospinal fluid masks, and within different white and gray matter subregions. In addition, QTI‐based wEPT was retrospectively applied to four multiple sclerosis adolescent and adult patients, compared with conventional contrast‐weighted imaging in terms of lesion delineation, and quantitatively assessed by measuring the variation of electrical properties in lesions. Results obtained with the proposed approach agreed well with theoretical predictions and previous in vivo findings in both white and gray matter. The reconstructed maps showed greater anatomical detail and lower variability compared with standard phase‐only HH‐EPT. The technique can potentially improve delineation of pathology when compared with conventional contrast‐weighted imaging and was able to detect significant variations in lesions with respect to normal‐appearing tissues. In conclusion, QTI can reliably measure conductivity and relative permittivity of brain tissues within a short scan time, opening the way to the study of electric properties in clinical settings.
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