scholarly journals Identification of Metastatic Lymph Nodes in MR Imaging with Faster Region-based Convolutional Neural Network

2018 ◽  
pp. canres.0494.2018 ◽  
Author(s):  
Yun Lu ◽  
Qiyue Yu ◽  
Yuanxiang Gao ◽  
Yunpeng Zhou ◽  
Guangwei Liu ◽  
...  
2019 ◽  
Vol 132 (23) ◽  
pp. 2804-2811 ◽  
Author(s):  
Yuan Gao ◽  
Zheng-Dong Zhang ◽  
Shuo Li ◽  
Yu-Ting Guo ◽  
Qing-Yao Wu ◽  
...  

Radiology ◽  
2001 ◽  
Vol 218 (3) ◽  
pp. 776-782 ◽  
Author(s):  
Michael J. Reinhardt ◽  
Claudia Ehritt-Braun ◽  
Dagmar Vogelgesang ◽  
Christian Ihling ◽  
Stefan Högerle ◽  
...  

2008 ◽  
Vol 59 (5) ◽  
pp. 486-491
Author(s):  
Mitsuru Matsuki ◽  
Yuki Inada ◽  
Shuji Kanazawa ◽  
Go Nakai ◽  
Yoshifumi Narumi ◽  
...  

2020 ◽  
Vol 59 (04) ◽  
pp. 300-307
Author(s):  
Ewa J. Bialek ◽  
Bogdan Malkowski

Abstract Aim To check if diffusion weighted imaging (DWI) might be helpful in proper recognition of celiac (CG) and cervicothoracic (CTG) sympathetic ganglia on the whole-body multimodal PSMA-ligand PET/MR imaging, in the view of their common misleading avidity on PET potentially suggestive of malignant lesions, including metastatic lymph nodes. Methods The thickness and the level of diffusion restriction was assessed qualitatively and quantitatively in 406 sympathetic ganglia (189 CTG in 101 males and 217 CG in 116 males) on DWI maps (b-value 0 and 800 s/mm2) and apparent diffusion coefficient (ADC) maps (mean ADC) of the whole-body PET/MR 68Ga-PSMA-11 PET/MR. To form a reference group of a matching ganglia size, the smallest lymph node was chosen from each patient with metastases and underwent the same procedure. Results Very low and low level of diffusion restriction was noted in the majority of sympathetic ganglia (81.0 % CTG, 67.3 % CG, and 73.6 % of all). In the majority (91.7 %) of metastatic lymph nodes the level of diffusion restriction was moderate to high.The mean ADC values in sympathetic ganglia were statistically significantly higher in CTG, CG and all ganglia than in metastatic lymph nodes (p < 0.001; the effect size was large). Conclusions Sympathetic celiac and cervicothoracic ganglia present very low and low level of diffusion restriction in visual DWI assessment, and significantly higher than metastatic lymph nodes mean ADC values in the majority of cases, which may serve as additional factors aiding differential diagnosis on multimodal PSMA-ligand PET/MR imaging.Therefore, PSMA-ligand PET/MR appears potentially superior to PSMA-ligand PET/CT in proper identification of sympathetic ganglia.


2006 ◽  
Vol 55 (2) ◽  
pp. 183 ◽  
Author(s):  
Joo Hee Cha ◽  
Woo Kyung Moon ◽  
Jung Eun Cheon ◽  
Young Hwan Koh ◽  
Eun Hye Lee ◽  
...  

ORL ro ◽  
2019 ◽  
Vol 1 (42) ◽  
pp. 20
Author(s):  
Daniela Vrînceanu ◽  
Mihai Dumitru ◽  
Adriana Nica

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