Back to Authors

Zhou, Chenyun

https://orcid.org/0000-0003-0661-9384

Mayo Clinic

Mayo Clinic

Citations 6

Robust Principal Component Analysis with Wavelet-Based Sparsity Promotion to Mitigate Reverberation Clutters for Ultrasound Attenuation Estimation
Lok, U‐Wai , Tang, Shanshan , Zhou, Chenyun , Watt, Kymberly D., Callstrom, Matthew R. , Trzasko, Joshua D. , Chen, Shigao , Lok, U-Wai , Gong, Ping , Huang, Chengwu , Yang, Lulu

2022 IEEE International Ultrasonics Symposium (IUS) | December 1, 2022 | Volume: No volume available | Issue: No issue available | Pages: 1-4

10.1109/ius54386.2022.9957606 Get It

Reverberation clutter signal suppression in ultrasound attenuation estimation using wavelet-based robust principal component analysis
Lok, U‐Wai , Huang, Chengwu , Tang, Shanshan , Zhou, Chenyun , Watt, Kymberly D., Callstrom, Matthew R. , Trzasko, Joshua D. , Chen, Shigao , Gong, Ping , Huang, Chengwu , Yang, Lulu, Callstrom, Matthew, Lok, U-Wai , Gong, Ping , Yang, Lulu

Physics in Medicine & Biology | March 31, 2022 | Volume: 67 | Issue: 9 | Pages: 095018

10.1088/1361-6560/ac62fd Get It

Abstract Objective . Ultrasound attenuation coefficient estimation (ACE) has diagnostic potential for clinical applications such as quantifying fat content in the liver. Previously, we have proposed a system-independent ACE technique based on spectral normalization of different frequencies, called the reference frequency method (RFM). This technique does not require a well-calibrated reference phantom for normalization. However, this method may be vulnerable to severe reverberation clutter introduced by the body wall. The clutter superimposed on liver echoes may bias the estimation. Approach . We proposed to use robust principal component analysis, combined with wavelet-based sparsity promotion, to suppress the severe reverberation clutters. The capability to mitigate the reverberation clutters was validated through phantom and in vivo studies. Main Results . In the phantom studies with added reverberation clutters, higher normalized cross-correlation and smaller mean absolute errors were attained as compared to RFM results without the proposed method, demonstrating the capability to reconstruct tissue signals from reverberations. In a pilot patient study, the correlation between ACE and proton density fat fraction (PDFF), a measurement of liver fat by MRI as a reference standard, was investigated. The proposed method showed an improvement of the correlation (coefficient of determination, R = 0.82) as compared with the counterpart without the proposed method ( R = 0.69). Significance : The proposed method showed the feasibility of suppressing the reverberation clutters, providing an important basis for the development of a robust ACE with large reverberation clutters.
Quantitative Shear Wave Speed Assessment for Muscles With the Diagnosis of Taut Bands and/or Myofascial Trigger Points Using Probe Oscillation Shear Wave Elastography: A Pilot Study
Lok, U‐Wai , Zhou, Chenyun , Tang, Shanshan , Madson, Timothy J., Gay, Ralph E. , Chen, Shigao , Yang, Lulu, Ling, Wenwu, Gong, Ping , Lok, U-Wai , Huang, Chengwu , Yang, Lulu , Ling, Wenwu , Gong, Ping , Jensen, Mark A.

Journal of Ultrasound in Medicine | June 4, 2021 | Volume: 41 | Issue: 4 | Pages: 845-854

10.1002/jum.15764 Get It

ObjectiveTo use probe oscillation shear wave elastography (PROSE) with two vibration sources to generate two shear waves in the imaging plane to quantitatively assess the shear wave speeds (SWSs) of muscles with and without the diagnosis of taut bands (TB) and/or myofascial trigger points (MTrPs).MethodsThirty‐three patients were scanned with the PROSE technique. Shear waves were generated through continuous vibration of the ultrasound probe, while the shear wave motions were detected using the same probe. SWSs for the sides with and without TBs and/or MTrPs were computed and compared. The pressure pain thresholds (PPTs) were measured as an indicator of maximum pain tolerance of patients. The statistical differences between the SWSs with and without TBs and/or MTrPs with different PPT values were analyzed using the nonparametric Wilcoxon rank‐sum test.ResultsThe mean SWSs for the sides with TBs and/or MTrPs are faster than that of the contralateral side without TBs and/or MTrPs. A significant difference was observed between mean SWSs with and without TBs and/or MTrPs without any information of PPT, with rank‐sum test P < .005. Additionally, with the information of PPT, a significant difference was observed between mean SWSs for the sides with and without TBs and/or MTrPs, for PPT values between 0 and 50 N/cm2 (P < .005), but for PPT values between 50 and 90 N/cm2, it was difficult to differentiate mean SWSs with and without TBs and/or MTrPs.ConclusionOur preliminary results show that SWSs measured from patients had a significant difference between the mean SWSs with and without TBs and/or MTrPs.
Liraglutide reduces attenuation coefficient as a measure of hepatic steatosis during 16 weeks' treatment in nondiabetic obese patients: A pilot trial
Zhou, Chenyun , Lok, U‐Wai , Tang, Shanshan , Taylor, Ann, Eckert, Deborah J., Chen, Shigao , Camilleri, Michael , Eckert, Deborah, Camilleri, M , Lok, U-Wai , Wang, Xiao Jing, Gong, Ping , Huang, Chengwu

JGH Open | December 30, 2020 | Volume: 5 | Issue: 2 | Pages: 193-198

10.1002/jgh3.12464 Get It

AbstractBackground and AimLiraglutide, a long‐acting GLP‐1 analog, is approved for the treatment of obesity with improvements in fasting blood glucose, hemoglobin A1c, and cardiovascular health. Our aim was to measure the impact of liraglutide dose for obesity on hepatic steatosis measured by ultrasound.MethodsA single‐center, randomized, double‐blind, placebo‐controlled pilot trial was undertaken in nondiabetic obese, otherwise healthy patients aged 18–65 years. Participants were randomly assigned to receive subcutaneous liraglutide (3.0 mg) or placebo over 16 weeks with dose escalation following US Food and Drug Administration guidelines. Both groups received standardized nutritional and behavioral counseling during the 16 weeks. Hepatic fat content was measured by ultrasound at baseline, 8 weeks, and 16 weeks as an attenuation coefficient (ACE). Effects of treatment were assessed using t‐test for the entire groups and for patient subgroup with baseline ACE >0.66 (indicating significant steatosis).ResultsAmong 30 patients (93% female) enrolled, 16 were randomized to placebo and 14 to liraglutide. Baseline body mass indices (BMIs) and average age were similar in the two groups. After 16 weeks, the liraglutide group had a significant improvement in steatosis ACE scores (−0.068 ± 0.02 vs −0.0077 ± 0.02 placebo, P = 0.05). Change in steatosis was positively correlated with change in BMI (R2 = 0.402, P = 0.0007). Within the liraglutide group, patients with baseline ACE >0.66 had improvement in ACE (−0.134 ± 0.03) compared to those without significant steatosis (−0.041 ± 0.02, P = 0.05).ConclusionsIn this pilot trial, liraglutide, 3.0 mg over 16 weeks, reduced hepatic steatosis; a reduction in hepatic steatosis is correlated with BMI reduction, and effects are particularly evident in those with a significant degree of steatosis by ultrasound imaging.
Techniques for Improving Ultrasound Visualization of Biopsy Markers in Axillary Lymph Nodes
Lee, Christine U. , Zhou, Chenyun , Hyde, Brenda , Hangiandreou, Nicholas J., Hangiandreou, Nicholas, Song, Pengfei

Journal of Clinical Imaging Science | April 18, 2020 | Volume: 10 | Issue: No issue available | Pages: 21

10.25259/jcis_9_2020 Get It

Objective: Biopsy markers are often placed into biopsy-proven metastatic axillary lymph nodes to ensure later accurate node excision. Ultrasound is the preferred imaging modality in the axilla. However, sonographic identification of biopsy markers after neoadjuvant therapy can be challenging. This is due to poor conspicuity relative to surrounding parenchymal interfaces, treatment-related alteration of malignant morphology during neoadjuvant chemotherapy, or extrusion of the marker from the target. To the authors’ knowledge, the literature provides no recommendations for ultrasound scanning parameters that improve the detection of biopsy markers. The purpose of this manuscript is 3-fold: (1) To determine scanning parameters that improve sonographic conspicuity of biopsy markers in a phantom and cadaver model; (2) to implement these scanning parameters in the clinical setting; and (3) to provide strategies that might increase the likelihood of successful ultrasound detection of biopsy markers in breast imaging practices. Materials and Methods: An ex vivo study was performed using a phantom designed to simulate the heterogeneity of normal mammary or axillary soft tissues. A selection of available biopsy markers was deployed into this phantom and ultrasound (GE LOGIQ E9) was performed. Scanning parameters were adjusted to optimize marker conspicuity. For the cadaver study, the biopsy markers were deployed using ultrasound guidance into axillary lymph nodes of a female cadaver. Adjustments in transducer frequency, dynamic range, cross-beam (spatial compound imaging), beam steering, speckle reduction imaging, harmonic imaging, colorization, and speed of sound were evaluated. Settings that improved marker detection were used clinically for a year. Results: Sonographic scanning settings that improved biopsy marker conspicuity included increasing transducer frequency, decreasing dynamic range, setting cross-beam to medium hybrid, turning on beam steering, and setting speckle reduction imaging in the mid-range. There was no appreciable improvement with harmonic imaging, colorization, or speed of sound. Conclusion: On a currently available clinical ultrasound scanning system, ultrasound scanning parameters can be adjusted to improve the conspicuity of biopsy markers. Overall, optimization requires a balance between techniques that clinically increase contrast (dynamic range, harmonic imaging, and steering) and those that minimize graininess (spatial compound imaging, speckle reduction imaging, and steering). Additional scanning and procedural strategies have been provided to improve the confidence of sonographic detection of biopsy markers closely associated with the intended target.
Quantitative Inflammation Assessment for Crohn Disease Using Ultrasensitive Ultrasound Microvessel Imaging
Kolbe, Amy B. , Sheedy, Shannon P. , Yu, Yue , Zhou, Chenyun , Lok, U‐Wai , Tang, Shanshan , Bruining, David H. , Knudsen, John M. , Chen, Shigao , Gong, Ping , Ling, Wenwu, Lok, U-Wai , Gong, Ping , Song, Pengfei , Huang, Chengwu , Ling, Wenwu

Journal of Ultrasound in Medicine | April 16, 2020 | Volume: 39 | Issue: 9 | Pages: 1819-1827

10.1002/jum.15290 Get It

ObjectivesCrohn disease (CD) is a chronic inflammation in the digestive tract that affects millions of Americans. Bowel vascularity has important diagnostic information because inflammation is associated with blood flow changes. We recently developed an ultrasensitive ultrasound microvessel imaging (UMI) technique with high vessel sensitivity. This study aimed to evaluate the feasibility of UMI to assist CD detection and staging.MethodsUltrasound microvessel imaging was performed on 76 bowel wall segments from 48 symptomatic patients with CD. Clinically indicated computed tomographic/magnetic resonance enterography was used as the reference standard. The vessel‐length ratio (VLR, the number of vessel pixels in the bowel wall segment normalized to the segment length) was derived in both conventional color flow imaging (CFI) and UMI to quantitatively stage disease activity. Receiver operating characteristic curves were then analyzed between different disease groups.ResultsThe VLR‐CFI and VLR‐UMI detected similar correlations between vascularization and disease activity: severe inflammation had a higher VLR than normal/mildly inflamed bowels (P < .05). No significant difference was found between quiescent and mild CD due to the small sample size. The VLR‐CFI had more difficulties in distinguishing quiescent versus mild CD compared to the VLR‐UMI. After combining the VLR‐UMI with thickness, in the receiver operating characteristic curve analysis, the areas under the curves (AUCs) improved to AUC1 = 0.996 for active versus quiescent CD, AUC2 = 0.978 for quiescent versus mild CD, and AUC3 = 0.931 for mild versus severe CD, respectively, compared to those using thickness alone (AUC1 = 0.968; P = .04; AUC2 = 0.919; P = .16; AUC3 = 0.857; P = .01).ConclusionsUltrasound microvessel imaging offers a safe and cost‐effective tool for CD diagnosis and staging, which may potentially assist disease activity classification and therapy efficacy evaluation.