Literature DB >> 20880782

Whole-body diffusion-weighted imaging in lymphoma.

C Lin1, E Itti, A Luciani, C Haioun, M Meignan, A Rahmouni.   

Abstract

The current evidence regarding the usefulness of whole-body diffusion-weighted magnetic resonance imaging (DWI) in lymphoma is reviewed. DWI is capable of combining anatomical and functional information and is becoming a valuable tool in oncology, in particular for staging purposes. DWI may prove to be a useful biomarker in clinical decision making for patients with lymphoma. Large-scaled prospective studies are needed to confirm these preliminary results.

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Mesh:

Year:  2010        PMID: 20880782      PMCID: PMC2967138          DOI: 10.1102/1470-7330.2010.9029

Source DB:  PubMed          Journal:  Cancer Imaging        ISSN: 1470-7330            Impact factor:   3.909


Introduction

Initially accepted as a diagnostic tool for patients with acute stroke, more applications of extracranial diffusion-weighted magnetic resonance imaging (DWI) are starting to emerge[]. DWI probes random microscopic motion of water molecules in the body noninvasively[]. Tumors are frequently more cellular than the tissue from which they originate and thus appear to be of relatively high signal intensity (restriction of water diffusion) on DWI providing qualitative analysis[]. Microscopic motion of water molecules can also be quantitatively assessed by measuring the apparent diffusion coefficient (ADC) using at least two diffusion weighting measurements determined by the b values. In recent years, DWI has been extensively studied in oncology for differentiating between benign and malignant cervical lymph nodes or nodal staging[], tumor detection and staging[,], tumor characterization[], monitoring treatment response[] and predicting treatment response and local recurrence rate after therapy[]. Lymphoma lesions are usually well visualized on DWI because of their high cellularity and high nuclear-to-cytoplasm ratio. Lymphomas have been shown to have significantly lower ADC values compared with other tumor types in different body regions[,]. In lymphomas, therapeutic strategies, the patient’s prognoses and treatment response monitoring all depend on accurate initial staging. Therefore, the development of whole-body DWI for lymphoma in which extensive nodal and extranodal involvement is common would be of great clinical importance.

Whole-body DWI protocol

Performing whole-body DWI is challenging mainly because of the inhomogeneity of the magnetic field over a large imaging area and motion arising from different organs that might degrade the image quality. The developments of echo-planar imaging (EPI), high-gradient amplitudes, multichannel coils, and parallel imaging play a major role in extending the applications of DWI. In particular, the introduction of parallel imaging, which enables reduction in the echo time (TE), echo-train length, and k-space filling time, led to substantially less motion artifacts during image acquisition, thus enabling high-quality diffusion-weighted images of the body to be obtained[]. In 2004, Takahara et al.[] reported a unique concept of whole-body DWI using the short tau inversion recovery (STIR)-EPI sequence and free breathing scanning (diffusion-weighted whole-body imaging with background body signal suppression: DWIBS). STIR theoretically gives more homogeneous fat saturation because of its insensitivity to magnetic field heterogeneity and is commonly used[]. Longer scanning time under free breathing allows multiple signal averaging in order to maintain good contrast-to-noise ratio[] and thinner axial images (usually 4 mm in slice thickness with or without 1 mm overlap, but can be up to 6 mm) can be obtained for volumetric three-dimensional image processing[]. Most studies used the body coil for signal reception[,]. Most recently, Kwee et al. used a 4-element phased-array surface coil (higher signal-to-noise ratio (SNR) than a body coil and allowing parallel imaging) that can move sequentially to image the separate stations of the whole-body DWI, without patient repositioning[]. Total acquisition time covering from head to upper thighs ranged from 20 to 30 min depending on the parameters chosen[,,]. Whole-body DWI is mostly evaluated qualitatively for lesion detection on inverted gray images acquired with a single b value in the range of 800–1000 s/mm2 with fat suppression, resulting in positron emission tomography (PET)-like images[,]. Because anatomical details are lacking in these images, standard T1- and T2-weighted sequences remain indispensable to act as anatomical reference for the DWIBS images, in order to exactly localize lesions[], therefore adding another acquisition time to the entire magnetic resonance (MR) examination. Whole-body DWI can also be performed with a combined surface coil, allowing parallel imaging over the entire body, and improved spatial resolution. We designed a whole-body DWI 1.5 T MR (Siemens, Erlangen) protocol using exclusively a single-shot spin-echo EPI sequence with acquisition parameters detailed in Ref.[]. Patients were positioned with five sets of integrated phased-array surface coils installed simultaneously (total imaging matrix system) to cover from head to upper thighs for signal reception. In order to more reliably assess ADC values on a whole-body scale, three trace b values, 50, 400 and 800 s/mm2 (b50, b400 and b800) instead of the commonly used two data points, were used. Although ADC measurement of a large, relatively uniform organ such as the liver appears to be accurate with free breathing, respiratory motion can still result in ADC errors for small focal lesions such as lymph nodes because of signal contamination by adjacent tissues[]. We therefore chose to perform whole-body image acquisition with respiratory gating in order to minimize slice position mismatch between different b values and different excitations[]. Total acquisition time is longer in this case compared with that with free breathing. However, anatomical information can be obtained from b50 diffusion-weighted images therefore saving time for acquisition of standard T1- or T2-weighted images. Moreover, signals from vessels are eliminated on b50 diffusion-weighted images therefore allowing more selective visualization of adjacent lymph nodes (Fig. 1). Most perfusion effects can be reduced in this case compared with ADC calculation with the lowest b value set at 0. Spectrally selective fat saturation was used to achieve a reasonable total acquisition time (30–45 min) and a higher SNR than STIR (acquisition time twice as long)[]. The centre of each stack of images (i.e. each station) was placed in the isocentre during acquisition with B0 shim for each station. To our knowledge, this is the only whole-body DWI protocol with respiratory gating proven feasible in a routine clinical setting. Image analysis was performed on source axial diffusion-weighted images with three b values as well as their corresponding ADC maps, including both qualitative and quantitative analyses.
Figure 1

Diffusion-weighted images with b values of 0 and 50 s/mm2 (b0 and b50) in a 53-year-old patient with mediastinal diffuse large B-cell lymphoma. Tiny hyperintense dots (cross-sections of small vessels) on the b0 diffusion-weighted image (arrowheads) disappeared on the b50 diffusion-weighted image, which facilitates the detection of adjacent lymph nodes.

Diffusion-weighted images with b values of 0 and 50 s/mm2 (b0 and b50) in a 53-year-old patient with mediastinal diffuse large B-cell lymphoma. Tiny hyperintense dots (cross-sections of small vessels) on the b0 diffusion-weighted image (arrowheads) disappeared on the b50 diffusion-weighted image, which facilitates the detection of adjacent lymph nodes.

Whole-body DWI in lymphoma

Literature data

Several recent studies have shown the potential of whole-body DWI in lymphoma staging[,]. Stecco et al.[] included 29 patients for tumor staging with fluorodeoxyglucose (FDG)-PET/computed tomography (CT) as the reference standard. Fifteen of these patients had lymphoma. The histological types of lymphoma for these patients were unknown. They concluded that whole-body DWI using DWIBS can be useful for lymphoma staging because of good delineation of nodal disease[]. More recently, whole-body magnetic resonance imaging (MRI), including DWI, was evaluated for initial staging in a study including only patients with lymphomas[]. The results were compared with contrast-enhanced CT. In case of discrepancies, the results were correlated with findings on FDG-PET, bone marrow biopsy or follow-up studies. Overall, initial staging using whole-body MRI (without DWI and with DWI) equals staging using CT in most patients. Whole-body MRI with DWI correctly over staged in 6 (21%) out of 28 patients relative to CT, with a possible advantage of using DWI[]. However, the authors did not assess the usefulness of whole-body DWI alone for lymphoma staging. In addition, patients with Hodgkin and non-Hodgkin lymphoma (NHL) were included as well as NHL with different histological grades where tissue composition and cellularity may considerably vary. MRI provides good soft tissue contrast, therefore, it should be theoretically advantageous in depicting extranodal disease. However, Kwee et al.[] demonstrated that the ability of whole-body MRI without DWI and with DWI in the detection of bone marrow involvement out of 12 patients with positive bone marrow biopsy (BMB) results was surprisingly low, with patient-based sensitivities of 41.7% and 45.5%, respectively. They speculated that bone marrow involvement in the false-negative patients might have been overlooked in part because of lower spatial resolution applied in the whole-body MR protocol compared with that of dedicated MRI[]. In 8 other patients, MRI (both without and with DWI) was positive and BMB was negative. BMB may miss focal bone marrow involvement because of limited sampling and further follow-up is needed to provide insight into the rate of correct upstaging by whole-body MRI, including DWI[].

Our experience

We have conducted a prospective pilot study of 15 patients with histologically proven diffuse large B-cell lymphoma (DLBCL) using the whole-body respiratory-gated DWI[]. Among them, 2 patients had concomitant DLBCL and a follicular lymphoma component. FDG-PET is currently a powerful whole-body functional imaging modality and has been shown to be more accurate than contrast-enhanced CT for lymphoma staging in terms of nodal and extranodal involvement[]. In our study, FDG-PET/CT was taken as the reference standard because pathological proof for each lymph node region or organ suspected to have disease involvement is practically and ethically not possible[,]. For lymph node involvement, based on the International Working Group (IWG) Cheson’s size criteria alone[], DWI findings matched PET/CT findings in 277 node regions (94%), yielding sensitivity and specificity of 90% and 94%[]. Among the 82 lymph node regions that were considered positive on both DWI (size criteria alone) and PET/CT, the lymph nodes were visually hypointense to muscle on ADC maps (restricted diffusion) in 73 regions (89%) (Fig. 2). Not all PET-positive lymph nodes had low ADC values. Small lymph nodes adjacent to the lungs and the heart may show falsely high ADC values probably related to heart motion[], and are not well visualized on DWIBS images with high b values[]. Although it is known that size criteria lack the desired accuracy for characterizing lymph nodes[,], our preliminary results show that for pretreatment staging purposes, the ability of DWI for detection of lymph node involvement based on size criteria alone (i.e., node larger than 1 cm on its longest transverse diameter) was comparable with that of FDG-PET/CT. Studies of whole-body MRI using only T2-weighted images (again with size-based analysis) for pediatric lymphoma staging also corroborated this point[,]. In our study, when visual ADC analysis was combined with the size measurement, the specificity of DWI increased to 100% but sensitivity decreased to 81%[] (Fig. 3). Regarding extranodal organ involvement, whole-body DWI agreed with PET/CT in all 20 organs recorded (100%). All organ lesions showed restricted diffusion therefore combining visual ADC analysis would not change the diagnostic performance of DWI for extranodal disease detection[]. DWI was not able to depict diffuse spleen involvement in one patient because normal spleen already showed restricted diffusion. However, small focal splenic lesions were identified on the respiratory-gated DWI[]. DWI can be more sensitive than PET in depicting hepatic and renal involvement in some cases[] (Fig. 4). There was agreement with Ann Arbor stages in 14 (93%) of the 15 patients.
Figure 2

Diffusion-weighted images with b values of 50 and 800 s/mm2 (b50 and b800) and their corresponding ADC map (upper row) and integrated FDG-PET/CT images (lower row) in a 57-year-old patient with histologically proven concomitant diffuse large B-cell lymphoma and follicular lymphoma. The lymph node (arrow in white/black) on the sigmoid mesocolon is hyperintense on b50 diffusion-weighted images and remains hyperintense on b800 diffusion-weighted images; the signal from the intestinal loops and background structures drops significantly. Therefore, this lymph node (mean ADC 0.612×10−3 mm2/s) was easily depicted on diffusion-weighted images along with bilateral iliac nodes (orange arrows), which all show restricted diffusion with signal hypointense to muscle on the ADC map. This sigmoid mesocolon node, however, probably a follicular component, shows relatively low glycolytic activity on PET (maximum SUV 2.9). The left iliac bone lesion (arrowheads) shows more intense FDG uptake, as well as bone lesions at other slice levels (images not shown). One of the bone lesions was proven histologically as a large-cell component. These bone lesions also showed restricted diffusion on the ADC map. Note that FDG uptake by right iliac bone lesions (open arrows) was lower than on the left side, because of their small size. Note also that water diffusion in normal bone marrow is restricted.

Figure 3

Diffusion-weighted images with b values of 50 and 800 s/mm2 (b50 and b800) and their corresponding ADC map in a 24-year-old patient with gastric involvement of diffuse large B-cell lymphoma. In addition to sub-diaphragmatic disease, DWI depicted an additional enlarged lymph node (arrow) on both b50 and b800 diffusion-weighted images over left lower neck (no abnormal FDG uptake, PET image not shown). DWI upstaged the patient based on size criteria alone. However, this lymph node shows no restricted diffusion (isointense to muscle) on the ADC map. Therefore, with combined ADC analysis, this lymph node can be considered negative, and the patient would have been correctly staged.

Figure 4

Whole-body FDG-PET image in maximal intensity projection (left), transverse integrated FDG-PET/CT images (middle two columns) and diffusion-weighted b800 images with ADC map (right) in a 42-year-old patient with diffuse large B-cell lymphoma. DWI and PET/CT show focal lesions (arrows) involving both kidneys. However, the mass protruding into the left renal pelvis (open arrow) is obscured by the physiologic FDG excretion on PET; it is clearly depicted on DWI because of excellent lesion-to-normal renal parenchyma contrast. Note that another lesion on the left kidney (arrowhead on b800 image) and a lymph node (arrowhead on PET image) were both detected by the other imaging technique on adjacent slices (images not shown).

Diffusion-weighted images with b values of 50 and 800 s/mm2 (b50 and b800) and their corresponding ADC map (upper row) and integrated FDG-PET/CT images (lower row) in a 57-year-old patient with histologically proven concomitant diffuse large B-cell lymphoma and follicular lymphoma. The lymph node (arrow in white/black) on the sigmoid mesocolon is hyperintense on b50 diffusion-weighted images and remains hyperintense on b800 diffusion-weighted images; the signal from the intestinal loops and background structures drops significantly. Therefore, this lymph node (mean ADC 0.612×10−3 mm2/s) was easily depicted on diffusion-weighted images along with bilateral iliac nodes (orange arrows), which all show restricted diffusion with signal hypointense to muscle on the ADC map. This sigmoid mesocolon node, however, probably a follicular component, shows relatively low glycolytic activity on PET (maximum SUV 2.9). The left iliac bone lesion (arrowheads) shows more intense FDG uptake, as well as bone lesions at other slice levels (images not shown). One of the bone lesions was proven histologically as a large-cell component. These bone lesions also showed restricted diffusion on the ADC map. Note that FDG uptake by right iliac bone lesions (open arrows) was lower than on the left side, because of their small size. Note also that water diffusion in normal bone marrow is restricted. Diffusion-weighted images with b values of 50 and 800 s/mm2 (b50 and b800) and their corresponding ADC map in a 24-year-old patient with gastric involvement of diffuse large B-cell lymphoma. In addition to sub-diaphragmatic disease, DWI depicted an additional enlarged lymph node (arrow) on both b50 and b800 diffusion-weighted images over left lower neck (no abnormal FDG uptake, PET image not shown). DWI upstaged the patient based on size criteria alone. However, this lymph node shows no restricted diffusion (isointense to muscle) on the ADC map. Therefore, with combined ADC analysis, this lymph node can be considered negative, and the patient would have been correctly staged. Whole-body FDG-PET image in maximal intensity projection (left), transverse integrated FDG-PET/CT images (middle two columns) and diffusion-weighted b800 images with ADC map (right) in a 42-year-old patient with diffuse large B-cell lymphoma. DWI and PET/CT show focal lesions (arrows) involving both kidneys. However, the mass protruding into the left renal pelvis (open arrow) is obscured by the physiologic FDG excretion on PET; it is clearly depicted on DWI because of excellent lesion-to-normal renal parenchyma contrast. Note that another lesion on the left kidney (arrowhead on b800 image) and a lymph node (arrowhead on PET image) were both detected by the other imaging technique on adjacent slices (images not shown).

Perspectives

Although size criteria alone may be sufficient for initial lymph node staging, functional information provided by DWI regarding the changes in cellularity, tissue composition and architecture after treatment may be helpful in response assessment. Similar to contrast-enhanced CT, some residual lymph nodes or organ lesions on post-treatment DWI based on size and signal abnormality criteria may not represent viable disease. FDG-PET is more reliable than contrast-enhanced CT in differentiating fibrosis from residual disease and PET information has been incorporated into the revised IWG response criteria[,]. A recent study of human DLBCL xenografts showed that DWI can reveal an increase in the mean ADC after as little as 1 week of chemotherapy, preceding changes in the T2 relaxation time[]. Previously Ballon et al.[] pointed out the potential of DWI in assessing bone marrow signal changes in a patient with leukemia following therapy, indicating a good response. Our preliminary results in patients with DLBCL also showed that post-treatment mean ADC values of residual masses (lymph node regions and organs) on whole-body DWI increased significantly compared with baseline (unpublished data). Thus, combining ADC analysis with size may potentially reduce false-positive findings based on size alone. With good anatomical information provided by b50 images and functional and quantitative information provided by the ADC map, whole-body DWI might prove to be valuable for treatment response assessment in patients with lymphoma. There is still room for technical improvement including an EPI sequence with shorter TE and even a non-EPI diffusion-weighted sequence[,], which still requires further evaluation for whole-body application.

Conclusion

Contrast-enhanced CT is still the most commonly used imaging modality for staging malignant lymphoma because of its widespread availability and relatively low cost[,]. Whole-body DWI does not require contrast medium administration and is superior to CT in depicting extranodal disease involvement. DWI, which reflects tissue structure and cellularity, may be complementary to FDG-PET, which indicates glucose metabolic activity and disease aggressiveness. However, these studies all included relatively small numbers of patients. Future studies with larger patient cohorts and long-term follow-up are necessary to confirm the usefulness of whole-body DWI in the management of patients with lymphoma.
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Review 1.  Report of an international workshop to standardize response criteria for non-Hodgkin's lymphomas. NCI Sponsored International Working Group.

Authors:  B D Cheson; S J Horning; B Coiffier; M A Shipp; R I Fisher; J M Connors; T A Lister; J Vose; A Grillo-López; A Hagenbeek; F Cabanillas; D Klippensten; W Hiddemann; R Castellino; N L Harris; J O Armitage; W Carter; R Hoppe; G P Canellos
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Review 2.  Current concepts in lymph node imaging.

Authors:  Maha Torabi; Suzanne L Aquino; Mukesh G Harisinghani
Journal:  J Nucl Med       Date:  2004-09       Impact factor: 10.057

3.  Whole-body diffusion-weighted magnetic resonance imaging with apparent diffusion coefficient mapping for staging patients with diffuse large B-cell lymphoma.

Authors:  Chieh Lin; Alain Luciani; Emmanuel Itti; Taoufik El-Gnaoui; Alexandre Vignaud; Pauline Beaussart; Shih-jui Lin; Karim Belhadj; Pierre Brugières; Eva Evangelista; Corinne Haioun; Michel Meignan; Alain Rahmouni
Journal:  Eur Radiol       Date:  2010-03-23       Impact factor: 5.315

4.  Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging.

Authors:  D Le Bihan; E Breton; D Lallemand; M L Aubin; J Vignaud; M Laval-Jeantet
Journal:  Radiology       Date:  1988-08       Impact factor: 11.105

5.  Lymphoma: role of whole-body 2-deoxy-2-[F-18]fluoro-D-glucose (FDG) PET in nodal staging.

Authors:  F Moog; M Bangerter; C G Diederichs; A Guhlmann; J Kotzerke; E Merkle; O Kolokythas; F Herrmann; S N Reske
Journal:  Radiology       Date:  1997-06       Impact factor: 11.105

6.  Non-Hodgkin lymphoma and Hodgkin disease: coregistered FDG PET and CT at staging and restaging--do we need contrast-enhanced CT?

Authors:  Niklaus G Schaefer; Thomas F Hany; Christian Taverna; Burkhardt Seifert; Katrin D M Stumpe; Gustav K von Schulthess; Gerhard W Goerres
Journal:  Radiology       Date:  2004-07-23       Impact factor: 11.105

7.  Usefulness of the calculated apparent diffusion coefficient value in the differential diagnosis of retroperitoneal masses.

Authors:  Tomohiro Nakayama; Kengo Yoshimitsu; Hiroyuki Irie; Hitoshi Aibe; Tsuyoshi Tajima; Kenji Shinozaki; Akihiro Nishie; Yoshiki Asayama; Daisuke Kakihara; Shuji Matsuura; Hiroshi Honda
Journal:  J Magn Reson Imaging       Date:  2004-10       Impact factor: 4.813

8.  Diffusion weighted whole body imaging with background body signal suppression (DWIBS): technical improvement using free breathing, STIR and high resolution 3D display.

Authors:  Taro Takahara; Yutaka Imai; Tomohiro Yamashita; Seiei Yasuda; Seiji Nasu; Marc Van Cauteren
Journal:  Radiat Med       Date:  2004 Jul-Aug

9.  Evaluation of liver diffusion isotropy and characterization of focal hepatic lesions with two single-shot echo-planar MR imaging sequences: prospective study in 66 patients.

Authors:  Bachir Taouli; Valérie Vilgrain; Erik Dumont; Jean-Luc Daire; Bo Fan; Yves Menu
Journal:  Radiology       Date:  2003-01       Impact factor: 11.105

10.  Initial experience with FSE STIR whole-body MR imaging for staging lymphoma in children.

Authors:  Christian J Kellenberger; Stephen F Miller; Mustafa Khan; David L Gilday; Sheila Weitzman; Paul S Babyn
Journal:  Eur Radiol       Date:  2004-09-09       Impact factor: 5.315

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1.  Influence of selected b values on ADC quantification in diffusion-weighted MRI. Comment on Punwani et al.: Diffusion-weighted MRI of lymphoma: prognostic utility and implications for PET/MRI?

Authors:  Adriano M Priola; Sandro M Priola
Journal:  Eur J Nucl Med Mol Imaging       Date:  2013-03-29       Impact factor: 9.236

2.  Whole-body MRI in patients with lymphoma: collateral findings.

Authors:  Massimo Galia; Domenico Albano; Donatella Narese; Caterina Patti; Vito Chianca; Francesco Di Pietto; Antonino Mulè; Emanuele Grassedonio; Ludovico La Grutta; Roberto Lagalla; Massimo Midiri
Journal:  Radiol Med       Date:  2016-06-15       Impact factor: 3.469

Review 3.  Diffusion-weighted imaging (DWI) in musculoskeletal MRI: a critical review.

Authors:  Michael M Y Khoo; Philippa A Tyler; Asif Saifuddin; Anwar R Padhani
Journal:  Skeletal Radiol       Date:  2011-02-12       Impact factor: 2.199

Review 4.  Beyond adenocarcinoma: MRI of uncommon rectal neoplasms and mimickers.

Authors:  David D B Bates; Maria Clara Fernandes de Paula; Natally Horvat; Shannon Sheedy; Chandana Lall; Zahra Kassam; Perry Pickhardt; Neeraj Lalwani; Dhakshinamoorthy Ganeshan; Iva Petkovska
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Journal:  MAGMA       Date:  2012-12-25       Impact factor: 2.310

6.  Application of (18)F-FDG PET and diffusion weighted imaging (DWI) in multiple myeloma: comparison of functional imaging modalities.

Authors:  Christos Sachpekidis; Jennifer Mosebach; Martin T Freitag; Thomas Wilhelm; Elias K Mai; Hartmut Goldschmidt; Uwe Haberkorn; Heinz-Peter Schlemmer; Stefan Delorme; Antonia Dimitrakopoulou-Strauss
Journal:  Am J Nucl Med Mol Imaging       Date:  2015-10-12

7.  Whole-body diffusion magnetic resonance imaging in the assessment of lymphoma.

Authors:  Chieh Lin; Alain Luciani; Emmanuel Itti; Corinne Haioun; Violaine Safar; Michel Meignan; Alain Rahmouni
Journal:  Cancer Imaging       Date:  2012-09-28       Impact factor: 3.909

8.  Whole-body [18F]-FDG-PET/MRI for staging of pediatric non-Hodgkin lymphoma: first results from a single-center evaluation.

Authors:  L Kurch; R Kluge; O Sabri; L Fischer; S Wendt; H Graf Einsiedel; S Starke; J-S Kühl; H Christiansen; F W Hirsch; I Sorge; C Roth
Journal:  EJNMMI Res       Date:  2021-07-03       Impact factor: 3.138

9.  Whole Body MRI at 3T with Quantitative Diffusion Weighted Imaging and Contrast-Enhanced Sequences for the Characterization of Peripheral Lesions in Patients with Neurofibromatosis Type 2 and Schwannomatosis.

Authors:  Laura M Fayad; Jaishri Blakeley; Scott Plotkin; Brigitte Widemann; Michael A Jacobs
Journal:  ISRN Radiol       Date:  2013-10-07

10.  Staging of Primary Abdominal Lymphomas: Comparison of Whole-Body MRI with Diffusion-Weighted Imaging and (18)F-FDG-PET/CT.

Authors:  Alessandro Stecco; Francesco Buemi; Martina Quagliozzi; Mariangela Lombardi; Alberto Santagostino; Gian Mauro Sacchetti; Alessandro Carriero
Journal:  Gastroenterol Res Pract       Date:  2015-12-22       Impact factor: 2.260

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