Back to Authors

Song, Pengfei

https://orcid.org/0000-0002-9103-6345

Mayo Clinic

University of Illinois Urbana-Champaign

Citations 21

Enhancing Row-Column Array (RCA)-Based 3D Ultrasound Vascular Imaging With Spatial-Temporal Similarity Weighting
Zhang, Jingke , Huang, Chengwu , Dong, Zhijie , Liu, Hui , Song, Pengfei , Chen, Shigao , Song, Pengfei , Huang, Chengwu , Zhang, Jingke , Liu, Hui , Lok, U‐Wai , Gong, Ping

IEEE Transactions on Medical Imaging | August 6, 2024 | Volume: 44 | Issue: 1 | Pages: 297-309

10.1109/tmi.2024.3439615 Get It

Real-time 3D ultrasound imaging with a clip-on device attached to common 1D array transducers
Li, Shuangliang , Zou, Jun , Dong, Zhijie , Huang, Chengwu , Lowerison, Matthew R. , Yan, Dongliang, Wang, Yike , Chen, Shigao , Song, Pengfei

The Journal of the Acoustical Society of America | July 3, 2024 | Volume: 155 | Issue: 3_Supplement | Pages: A102-A102

10.1121/10.0026955 Get It

Performing 3D ultrasound imaging at a real-time volume rate (e.g., >20 Hz) is a challenging task. While 2D array transducers remain the most practical approach for real-time 3D imaging, the large number of transducer elements (e.g., several thousand) that are necessary to cover an effective 3D field-of-view impose a fundamental constraint on imaging speed. Although solutions such as multiplexing and specialized transducers, including sparse arrays and row-column-addressing arrays, have been developed to address this limitation, they inevitably compromise imaging quality (e.g., SNR, resolution) in favor of speed. Coupled with the high equipment cost of 2D arrays, these compromises hinder the widespread adoption of 3D ultrasound imaging technologies in clinical settings. In this presentation, we introduce an innovative transducer clip-on device comprising a water-immersible, fast-tilting electromechanical acoustic reflector and a redirecting reflector to enable real-time 3D ultrasound imaging using common 1D array transducers. We will first introduce the principles underlying our novel technique, followed by validation studies incorporating simulation and experimental data. We will also demonstrate the feasibility of using the clip-on device to achieve a high 3D imaging volume rate that is suitable for advanced imaging modes such as shear wave elastography, blood flow imaging, and super-resolution ultrasound localization microscopy.
Three-Dimensional Shear Wave Elastography Using Acoustic Radiation Force and a 2-D Row-Column Addressing (RCA) Array
Dong, Zhijie , Lowerison, Matthew R. , Huang, Chengwu , Chen, Shigao , Song, Pengfei , Lowerison, Matthew , Song, Pengfei , Huang, Chengwu , Lok, U‐Wai

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control | February 16, 2024 | Volume: 71 | Issue: 4 | Pages: 448-458

10.1109/tuffc.2024.3366540 Get It

High-Volume-Rate 3-D Ultrasound Imaging Using Fast-Tilting and Redirecting Reflectors
Dong, Zhijie , Li, Shuangliang , Duan, Xiaoyu , Lowerison, Matthew R. , Huang, Chengwu , You, Qi , Chen, Shigao , Zou, Jun , Song, Pengfei , Lowerison, Matthew , Song, Pengfei , Huang, Chengwu

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control | June 5, 2023 | Volume: 70 | Issue: 8 | Pages: 799-809

10.1109/tuffc.2023.3282949 Get It

Three-Dimensional Shear Wave Elastography Using a 2D Row Column Addressing (RCA) Array
Lok, U‐Wai , Chen, Shigao , Song, Pengfei , Song, Pengfei , Lok, U-Wai , Dong, Zhijie , Kim, Jihun , Huang, Chengwu , Lowerison, Matthew R.

BME Frontiers | July 19, 2022 | Volume: 2022 | Issue: No issue available | Pages: No page available

10.34133/2022/9879632 Get It

Objective . To develop a 3D shear wave elastography (SWE) technique using a 2D row column addressing (RCA) array, with either external vibration or acoustic radiation force (ARF) as the shear wave source. Impact Statement . The proposed method paves the way for clinical translation of 3D SWE based on the 2D RCA, providing a low-cost and high volume rate solution that is compatible with existing clinical systems. Introduction . SWE is an established ultrasound imaging modality that provides a direct and quantitative assessment of tissue stiffness, which is significant for a wide range of clinical applications including cancer and liver fibrosis. SWE requires high frame rate imaging for robust shear wave tracking. Due to the technical challenges associated with high volume rate imaging in 3D, current SWE techniques are typically confined to 2D. Advancing SWE from 2D to 3D is significant because of the heterogeneous nature of tissue, which demands 3D imaging for accurate and comprehensive evaluation. Methods . A 3D SWE method using a RCA array was developed with a volume rate up to 2000 Hz. The performance of the proposed method was systematically evaluated on tissue-mimicking elasticity phantoms and in an in vivo case study. Results . 3D shear wave motion induced by either external vibration or ARF was successfully detected with the proposed method. Robust 3D shear wave speed maps were reconstructed for phantoms and in vivo . Conclusion . The high volume rate 3D imaging provided by the 2D RCA array provides a robust and practical solution for 3D SWE with a clear pathway for future clinical translation.
Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy
You, Qi , Trzasko, Joshua D. , Lowerison, Matthew R. , Chen, Xi , Dong, Zhijie , ChandraSekaran, Nathiya Vaithiyalingam, Llano, Daniel A. , Chen, Shigao , Song, Pengfei , Lowerison, Matthew , Song, Pengfei , ChandraSekaran, Nathiya V.

IEEE Transactions on Medical Imaging | March 28, 2022 | Volume: 41 | Issue: 9 | Pages: 2385-2398

10.1109/tmi.2022.3162839 Get It

Radiological Society of North America/Quantitative Imaging Biomarker Alliance Shear Wave Speed Bias Quantification in Elastic and Viscoelastic Phantoms
Palmeri, Mark L. , Milkowski, Andy , Barr, R. Graham , Carson, Paul L. , Couade, Mathieu , Chen, Shigao , Dhyani, Manish , Ehman, Richard L. , Garra, Brian S. , Gee, Albert, Guenette, Gilles, Hah, Zaegyoo , Lynch, Ted , Macdonald, Michael , Managuli, Ravi , Nightingale, Kathryn R. , Obuchowski, Nancy A. , Rouze, Ned C. , Morris, D. Cody , Fielding, Shana, Chan, Derek Y. , Choudhury, Kingshuk Roy , Yang, Siyun , Shamdasani, Vijay, Wear, Keith A. , Xie, Hua , Qiang, Bo, Rosenzweig, Stephen, Okamura, Yoko, McLaughlin, Glen, Chen, Yuling , Napolitano, David , Carlson, Lindsey , Erpelding, Todd N. , Barr, Richard , Carson, Paul , Dhyani, Manish , Ehman, Richard , Hah, Zaegyoo , Lynch, Ted , Macdonald, Michael , Managuli, Ravi , Miette, Veronique , Nightingale, Kathryn R , Obuchowski, Nancy , Rouze, Ned C , Morris, D Cody , Deng, Yufeng , Chan, Derek , Choudhury, Kingshuk , Samir, Anthony E , Urban, Matthew W , Wear, Keith , Ozturk, Arinc , Song, Pengfei , McAleavey, Stephen , Napolitano, David , Carlson, Lindsey , Hall, Timothy J , Chen, Jun , Miette, Véronique , Urban, Matthew W. , Song, Pengfei , Wang, Michael , Hall, Timothy J.

Journal of Ultrasound in Medicine | January 10, 2021 | Volume: 40 | Issue: 3 | Pages: 569-581

10.1002/jum.15609 Get It

ObjectivesTo quantify the bias of shear wave speed (SWS) measurements between different commercial ultrasonic shear elasticity systems and a magnetic resonance elastography (MRE) system in elastic and viscoelastic phantoms.MethodsTwo elastic phantoms, representing healthy through fibrotic liver, were measured with 5 different ultrasound platforms, and 3 viscoelastic phantoms, representing healthy through fibrotic liver tissue, were measured with 12 different ultrasound platforms. Measurements were performed with different systems at different sites, at 3 focal depths, and with different appraisers. The SWS bias across the systems was quantified as a function of the system, site, focal depth, and appraiser. A single MRE research system was also used to characterize these phantoms using discrete frequencies from 60 to 500 Hz.ResultsThe SWS from different systems had mean difference 95% confidence intervals of ±0.145 m/s (±9.6%) across both elastic phantoms and ± 0.340 m/s (±15.3%) across the viscoelastic phantoms. The focal depth and appraiser were less significant sources of SWS variability than the system and site. Magnetic resonance elastography best matched the ultrasonic SWS in the viscoelastic phantoms using a 140 Hz source but had a − 0.27 ± 0.027‐m/s (−12.2% ± 1.2%) bias when using the clinically implemented 60‐Hz vibration source.ConclusionsShear wave speed reconstruction across different manufacturer systems is more consistent in elastic than viscoelastic phantoms, with a mean difference bias of < ±10% in all cases. Magnetic resonance elastographic measurements in the elastic and viscoelastic phantoms best match the ultrasound systems with a 140‐Hz excitation but have a significant negative bias operating at 60 Hz. This study establishes a foundation for meaningful comparison of SWS measurements made with different platforms.
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.
Rapid conjugation of nanoparticles, proteins and siRNAs to microbubbles by strain-promoted click chemistry for ultrasound imaging and drug delivery
Liu, Xifeng , Xie, Feng , Chen, Shigao , Lu, Lichun , Gong, Ping , Miller, A. Lee , Gong, Ping , Song, Pengfei , Miller, Alan Lee

Polymer Chemistry | December 26, 2018 | Volume: 10 | Issue: 6 | Pages: 705-717

10.1039/c8py01721b Get It

Strain-promoted alkyne–azide cycloaddition (SPAAC) click chemistry was applied for the rapid conjugation of nanoparticles, proteins, and siRNA-micelles to ultrasound microbubbles.
Spatiotemporal clutter filtering methods for in vivo microvessel imaging
Song, Pengfei , Song, Pengfei , Chen, Shigao

The Journal of the Acoustical Society of America | April 17, 2018 | Volume: 143 | Issue: 3_Supplement | Pages: 1900-1900

10.1121/1.5036186 Get It

Ultrafast plane wave imaging enables acquisition and accumulation of a large number of Doppler ensembles in a short period of time, which substantially boosts ultrasound Doppler sensitivity by at least an order of magnitude. As a key component, spatiotemporal clutter filtering based on singular value decomposition (SVD) has recently demonstrated superior performance in tissue clutter suppression and microvessel signal extraction over conventional high-pass-filter-based clutter filtering techniques. This presentation introduces several novel SVD clutter filter techniques from our recent work, focusing on addressing the technical challenges (complex tissue motion, high computational cost, and noise) of SVD clutter filter during clinical translations of the ultrafast microvessel imaging technology for human imaging. We present a block-wise adaptive SVD filter method that can robustly threshold singular values on a local level, a real-time feasible SVD clutter filtering method based on partial SVD and randomized spatial downsampling, and a noise equalization and suppression method that can significantly improve microvessel imaging quality at a low cost. In vivo performance of these methods will be demonstrated in different organs.