Histogram analysis of diffusion kurtosis imaging estimates for in vivo assessment of 2016 WHO glioma grades: A cross-sectional observational study

2017 ◽  
Vol 95 ◽  
pp. 202-211 ◽  
Author(s):  
Johann-Martin Hempel ◽  
Jens Schittenhelm ◽  
Cornelia Brendle ◽  
Benjamin Bender ◽  
Georg Bier ◽  
...  
2017 ◽  
Vol 28 (4) ◽  
pp. 481-491 ◽  
Author(s):  
Johann-Martin Hempel ◽  
Jens Schittenhelm ◽  
Cornelia Brendle ◽  
Benjamin Bender ◽  
Georg Bier ◽  
...  

2020 ◽  
Vol 61 (10) ◽  
pp. 1431-1440
Author(s):  
Yuwei Jiang ◽  
Chunmei Li ◽  
Ying Liu ◽  
Kaining Shi ◽  
Wei Zhang ◽  
...  

Background There is still little research about histogram analysis of diffusion kurtosis imaging (DKI) using in prostate cancer at present. Purpose To verify the utility of histogram analysis of DKI model in detection and assessment of aggressiveness of prostate cancer, compared with monoexponential model (MEM). Material and Methods Twenty-three patients were enrolled in this study. For DKI model and MEM, the Dapp, Kapp, and apparent diffusion coefficient (ADC) were obtained by using single-shot echo-planar imaging sequence. The pathologies were confirmed by in-bore magnetic resonance (MR)-guided biopsy. Regions of interest (ROI) were drawn manually in the position where biopsy needle was put. The mean values and histogram parameters in cancer and noncancerous foci were compared using independent-samples T test. Receiver operating characteristic curves were used to investigate the diagnostic efficiency. Spearman’s test was used to evaluate the correlation of parameters and Gleason scores. Results The mean, 10th, 25th, 50th, 75th, and 90th percentiles of ADC and Dapp were significantly lower in prostate cancer than non-cancerous foci ( P < 0.001). The mean, 50th, 75th, and 90th percentiles of Kapp were significantly higher in prostate cancer ( P < 0.05). There was no significant difference between the AUCs of two models (0.971 vs. 0.963, P > 0.05). With the increasing Gleason scores, the 10th ADC decreased ( ρ = −0.583, P = 0.018), but the 90th Kapp increased ( ρ = 0.642, P = 0.007). Conclusion Histogram analysis of DKI model is feasible for diagnosing and grading prostate cancer, but it has no significant advantage over MEM.


2016 ◽  
Vol 131 (1) ◽  
pp. 93-101 ◽  
Author(s):  
Johann-Martin Hempel ◽  
Sotirios Bisdas ◽  
Jens Schittenhelm ◽  
Cornelia Brendle ◽  
Benjamin Bender ◽  
...  

Author(s):  
David C. Adams ◽  
Jasmin A. Holz ◽  
Margit V. Szabari ◽  
Lida P. Hariri ◽  
Andrew F. Mccrossan ◽  
...  

The inability to assess and measure changes to the airway smooth muscle (ASM) in vivo is a major challenge to evaluating asthma and its clinical outcomes. Bronchial thermoplasty (BT) is a therapy for asthma that aims to reduce the severity of excessive bronchoconstriction by ablating ASM. While multiple long-term clinical studies of BT have produced encouraging results, the outcomes of BT treatment in practice have been variable, and questions remain regarding the selection of patients. Previously we have demonstrated an imaging platform called orientation-resolved optical coherence tomography that can assess ASM endoscopically using an imaging catheter compatible with bronchoscopy. In this work, we present results obtained from a longitudinal BT study performed using a canine model (n = 8) and with the goal of investigating the use of OR-OCT for measuring the effects of BT on ASM. We demonstrate that we are capable of accurately assessing ASM both before and in the weeks following the BT procedure using blinded matching to histological samples stained with Masson's Trichome (p < 0.0001, r2 = 0.79). Analysis of volumetric ASM distributions revealed significant decreases in ASM in treated airways (average cross-sectional ASM area: 0.245 ± 0.145 mm2 pre-BT and 0.166 ± 0.112 mm2 6 weeks following BT). These results demonstrate that OR-OCT can provide clinicians with the feedback necessary to better evaluate ASM and its response to BT, and may potentially play an important role in phenotyping asthma and predicting which patients are most likely to respond to BT treatment.


2017 ◽  
Vol 28 (4) ◽  
pp. 1748-1755 ◽  
Author(s):  
Xi-Xun Qi ◽  
Da-Fa Shi ◽  
Si-Xie Ren ◽  
Su-Ya Zhang ◽  
Long Li ◽  
...  

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