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Dive into the research topics where Siyu Liu is active.

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Featured researches published by Siyu Liu.


Small | 2016

Remarkable In Vivo Nonlinear Photoacoustic Imaging Based on Near-Infrared Organic Dyes.

Fei Gao; Linyi Bai; Xiaohua Feng; Huijun Phoebe Tham; Ruochong Zhang; Yuanyuan Zhang; Siyu Liu; Lingzhi Zhao; Yuanjin Zheng; Yanli Zhao

Two near-infrared dyes featuring good dispersion and light-harvesting property present a remarkable nonlinear photoacoustic response in vitro and in vivo comparing with conventional gold nanorods. This study benefits the fabrication of drug delivery platforms with accurate targeting and control effect under photoacoustic image guidance.


Scientific Reports | 2017

Single laser pulse generates dual photoacoustic signals for differential contrast photoacoustic imaging

Fei Gao; Xiaohua Feng; Ruochong Zhang; Siyu Liu; Ran Ding; Rahul Kishor; Yuanjin Zheng

Photoacoustic sensing and imaging techniques have been studied widely to explore optical absorption contrast based on nanosecond laser illumination. In this paper, we report a long laser pulse induced dual photoacoustic (LDPA) nonlinear effect, which originates from unsatisfied stress and thermal confinements. Being different from conventional short laser pulse illumination, the proposed method utilizes a long square-profile laser pulse to induce dual photoacoustic signals. Without satisfying the stress confinement, the dual photoacoustic signals are generated following the positive and negative edges of the long laser pulse. More interestingly, the first expansion-induced photoacoustic signal exhibits positive waveform due to the initial sharp rising of temperature. On the contrary, the second contraction-induced photoacoustic signal exhibits exactly negative waveform due to the falling of temperature, as well as pulse-width-dependent signal amplitude. An analytical model is derived to describe the generation of the dual photoacoustic pulses, incorporating Gruneisen saturation and thermal diffusion effect, which is experimentally proved. Lastly, an alternate of LDPA technique using quasi-CW laser excitation is also introduced and demonstrated for both super-contrast in vitro and in vivo imaging. Compared with existing nonlinear PA techniques, the proposed LDPA nonlinear effect could enable a much broader range of potential applications.


Photoacoustics | 2017

An analytical study of photoacoustic and thermoacoustic generation efficiency towards contrast agent and film design optimization

Fei Gao; Rahul Kishor; Xiaohua Feng; Siyu Liu; Ran Ding; Ruochong Zhang; Yuanjin Zheng

Photoacoustic (PA) and thermoacoustic (TA) effects have been explored in many applications, such as bio-imaging, laser-induced ultrasound generator, and sensitive electromagnetic (EM) wave film sensor. In this paper, we propose a compact analytical PA/TA generation model to incorporate EM, thermal and mechanical parameters, etc. From the derived analytical model, both intuitive predictions and quantitative simulations are performed. It shows that beyond the EM absorption improvement, there are many other physical parameters that deserve careful consideration when designing contrast agents or film composites, followed by simulation study. Lastly, several sets of experimental results are presented to prove the feasibility of the proposed analytical model. Overall, the proposed compact model could work as a clear guidance and predication for improved PA/TA contrast agents and film generator/sensor designs in the domain area.


Applied Physics Letters | 2017

Phase-domain photoacoustic sensing

Fei Gao; Ruochong Zhang; Xiaohua Feng; Siyu Liu; Ran Ding; Rahul Kishor; Lei Qiu; Yuanjin Zheng

As one of the fastest-growing imaging modalities in recent years, photoacoustic imaging has attracted tremendous research interest for various applications including anatomical, functional, and molecular imaging. The majority of the photoacoustic imaging systems are based on the time-domain pulsed photoacoustic method, which utilizes a pulsed laser source to induce a wideband photoacoustic signal, revealing optical absorption contrast. An alternative way is the frequency-domain photoacoustic method utilizing the chirping modulation of laser intensity to achieve lower system cost. In this paper, we report another way of the photoacoustic method, called phase-domain photoacoustic sensing, which explores the phase difference between two consequent intensity-modulated laser pulse induced photoacoustic measurements to reveal the optical properties. The basic principle is introduced, modeled, and experimentally validated in this paper, which opens another potential pathway to perform photoacoustic sensing and i...


APL Photonics | 2018

GPU-accelerated two dimensional synthetic aperture focusing for photoacoustic microscopy

Siyu Liu; Xiaohua Feng; Fei Gao; Haoran Jin; Ruochong Zhang; Yunqi Luo; Yuanjin Zheng

Acoustic resolution photoacoustic microscopy (AR-PAM) generally suffers from limited depth of focus, which had been extended by synthetic aperture focusing techniques (SAFTs). However, for three dimensional AR-PAM, current one dimensional (1D) SAFT and its improved version like cross-shaped SAFT do not provide isotropic resolution in the lateral direction. The full potential of the SAFT remains to be tapped. To this end, two dimensional (2D) SAFT with fast computing architecture is proposed in this work. Explained by geometric modeling and Fourier acoustics theories, 2D-SAFT provide the narrowest post-focusing capability, thus to achieve best lateral resolution. Compared with previous 1D-SAFT techniques, the proposed 2D-SAFT improved the lateral resolution by at least 1.7 times and the signal-to-noise ratio (SNR) by about 10 dB in both simulation and experiments. Moreover, the improved 2D-SAFT algorithm is accelerated by a graphical processing unit that reduces the long period of reconstruction to only a few seconds. The proposed 2D-SAFT is demonstrated to outperform previous reported 1D SAFT in the aspects of improving the depth of focus, imaging resolution, and SNR with fast computational efficiency. This work facilitates future studies on in vivo deeper and high-resolution photoacoustic microscopy beyond several centimeters.


ieee sensors | 2017

Adaptive Photoacoustic Sensing Using Matched Filter

Fei Gao; Xiaohua Feng; Ruochong Zhang; Siyu Liu; Yuanjin Zheng

Sensitive detection is always crucial to photoacoustic sensing and imaging applications owing to the extremely low conversion efficiency from light to sound. A conventional approach to enhance the signal-to-noise ratio (SNR) of the photoacoustic signal is data averaging, which is quite time-consuming due to multiple data acquisitions for each photoacoustic measurement. Especially for a high-power pulsed laser source with only a 1020 pulse repetition rate, multiple data averaging will severely degrade the frame rate. In this article, we present a simple but efficient method, called adaptive photoacoustic (aPA) sensing, using matched filter to obviously enhance the detected signal SNR with single laser pulse. Invivo experimental results show that the proposed aPA method improved the signal SNR by about 60dB. It demonstrates the potential of aPA to perform highly sensitive photoacoustic sensing and imaging with accelerated sensing and imaging speed.


ieee region 10 conference | 2016

High-performance hybrid organic-inorganic perovskite nanoparticles based piezoelectric energy harvester

Ran Ding; Fei Gao; Xiaohua Feng; Rahul Kishor; Huaxi Sun; Ruochong Zhang; Siyu Liu; Chuanshi Yang; Yuanjin Zheng

The present study provides a new facile route for hybrid piezoelectric nanogenerator based on a composite of piezoelectric formamidinium lead halide perovskite (FAPbBr3) nanoparticles and polydimethylsiloxane (PDMS) polymer. The piezoelectric device exhibits high performance with a maximum recordable output voltage of 8.5 V and current density of 3.8 & #x00B5;Acm-2 under periodical vertical compression and release operation. The alternating energy generated from nanogenerator is used to charge a capacitor through a bridge rectifier. This result innovatively expands the feasibility of organic-inorganic lead halide perovskite materials in the application of both piezoelectric and photovoltaic hybrid devices for energy harvesting.


Sensors | 2018

Electromagnetic–acoustic sensing for biomedical applications

Siyu Liu; Ruochong Zhang; Zesheng Zheng; Yuanjin Zheng

This paper reviews the theories and applications of electromagnetic–acoustic (EMA) techniques (covering light-induced photoacoustic, microwave-induced thermoacoustic, magnetic-modulated thermoacoustic, and X-ray-induced thermoacoustic) belonging to the more general area of electromagnetic (EM) hybrid techniques. The theories cover excitation of high-power EM field (laser, microwave, magnetic field, and X-ray) and subsequent acoustic wave generation. The applications of EMA methods include structural imaging, blood flowmetry, thermometry, dosimetry for radiation therapy, hemoglobin oxygen saturation (SO2) sensing, fingerprint imaging and sensing, glucose sensing, pH sensing, etc. Several other EM-related acoustic methods, including magnetoacoustic, magnetomotive ultrasound, and magnetomotive photoacoustic are also described. It is believed that EMA has great potential in both pre-clinical research and medical practice.


Photons Plus Ultrasound: Imaging and Sensing 2018 | 2018

Adaptive coherent photoacoustic sensing

Fei Gao; Xiaohua Feng; Ruochong Zhang; Siyu Liu; Yuanjin Zheng

Sensitive detection is always crucial to photoacoustic sensing and imaging applications owing to the extremely low conversion efficiency from light to sound. Conventional approach to enhance the signal-to-noise ratio (SNR) of the photoacoustic signal is data averaging, which is quite time-consuming due to multiple data acquisitions for each photoacoustic measurement. Especially for high power pulsed laser source with only 10-20 pulse repetition rate, multiple data averaging will severely degrade the frame rate. In this paper, we present a simple but efficient way, called adaptive coherent photoacoustic (aCPA) sensing to obviously enhance the detected signal SNR with only single laser pulse. More specifically, The proposed aCPA employs an adaptive matched filter to cross-correlate with the raw time-domain PA signal iteratively. The optimum matched filter could be found after several iterations, leading to improved signal SNR. In vivo experimental results show that the proposed aCPA method improved the signal SNR by about 60 dB with single PA measurement. In conventional data averaging, 106 times PA measurements is required to achieve same SNR improvement. In other words, sensing and imaging speed is improved by 106 times in theory. It demonstrates the potential of aCPA to perform highly sensitive photoacoustic sensing and imaging with significantly accelerated speed.


Photons Plus Ultrasound: Imaging and Sensing 2018 | 2018

Super-contrast photoacoustic resonance imaging

Fei Gao; Ruochong Zhang; Xiaohua Feng; Siyu Liu; Yuanjin Zheng

In this paper, a new imaging modality, named photoacoustic resonance imaging (PARI), is proposed and experimentally demonstrated. Being distinct from conventional single nanosecond laser pulse induced wideband PA signal, the proposed PARI method utilizes multi-burst modulated laser source to induce PA resonant signal with enhanced signal strength and narrower bandwidth. Moreover, imaging contrast could be clearly improved than conventional single-pulse laser based PA imaging by selecting optimum modulation frequency of the laser source, which originates from physical properties of different materials beyond the optical absorption coefficient. Specifically, the imaging steps is as follows: 1: Perform conventional PA imaging by modulating the laser source as a short pulse to identify the location of the target and the background. 2: Shine modulated laser beam on the background and target respectively to characterize their individual resonance frequency by sweeping the modulation frequency of the CW laser source. 3: Select the resonance frequency of the target as the modulation frequency of the laser source, perform imaging and get the first PARI image. Then choose the resonance frequency of the background as the modulation frequency of the laser source, perform imaging and get the second PARI image. 4: subtract the first PARI image from the second PARI image, then we get the contrast-enhanced PARI results over the conventional PA imaging in step 1. Experimental validation on phantoms have been performed to show the merits of the proposed PARI method with much improved image contrast.

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Yuanjin Zheng

Nanyang Technological University

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Ruochong Zhang

Nanyang Technological University

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Xiaohua Feng

Nanyang Technological University

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Fei Gao

Nanyang Technological University

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Ran Ding

Nanyang Technological University

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Rahul Kishor

Nanyang Technological University

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Yunqi Luo

Nanyang Technological University

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Yanli Zhao

Nanyang Technological University

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Haoran Jin

Nanyang Technological University

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Linyi Bai

Nanyang Technological University

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