Efficient Low-Resource Compression of HIFU Data

Large-scale numerical simulations of high-intensity focused ultrasound (HIFU), important for model-based treatment planning, generate large amounts of data. Typically, it is necessary to save hundreds of gigabytes during simulation. We propose a novel algorithm for time-varying simulation data compr...

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Vydané v:	Information (Basel) Ročník 9; číslo 7; s. 155
Hlavní autori:	Kleparnik, Petr, Barina, David, Zemcik, Pavel, Jaros, Jiri
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.07.2018
Predmet:	Algorithms compression Compression ratio Computer simulation Data compression high-intensity focused ultrasound k-Wave toolbox Mathematical models Medical imaging Methods Prostate Ratios Time compression Tomography Ultrasonic imaging ultrasound simulation Wavelet transforms Cleveland Ohio United States > US
ISSN:	2078-2489, 2078-2489
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Abstract	Large-scale numerical simulations of high-intensity focused ultrasound (HIFU), important for model-based treatment planning, generate large amounts of data. Typically, it is necessary to save hundreds of gigabytes during simulation. We propose a novel algorithm for time-varying simulation data compression specialised for HIFU. Our approach is particularly focused on on-the-fly parallel data compression during simulations. The algorithm is able to compress 3D pressure time series of linear and non-linear simulations with very acceptable compression ratios and errors (over 80% of the space can be saved with an acceptable error). The proposed compression enables significant reduction of resources, such as storage space, network bandwidth, CPU time, and so forth, enabling better treatment planning using fast volume data visualisations. The paper describes the proposed method, its experimental evaluation, and comparisons to the state of the arts.
AbstractList	Large-scale numerical simulations of high-intensity focused ultrasound (HIFU), important for model-based treatment planning, generate large amounts of data. Typically, it is necessary to save hundreds of gigabytes during simulation. We propose a novel algorithm for time-varying simulation data compression specialised for HIFU. Our approach is particularly focused on on-the-fly parallel data compression during simulations. The algorithm is able to compress 3D pressure time series of linear and non-linear simulations with very acceptable compression ratios and errors (over 80% of the space can be saved with an acceptable error). The proposed compression enables significant reduction of resources, such as storage space, network bandwidth, CPU time, and so forth, enabling better treatment planning using fast volume data visualisations. The paper describes the proposed method, its experimental evaluation, and comparisons to the state of the arts.
Author	Kleparnik, Petr Zemcik, Pavel Jaros, Jiri Barina, David
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References	Georgiou (ref_13) 2017; 44 Bakaric (ref_14) 2018; 6 Jaros (ref_1) 2015; 30 ref_10 Jaros (ref_2) 2016; 3 Treeby (ref_11) 2010; 15 ref_3 Robertson (ref_12) 2017; 141 ref_9 ref_8 Suomi (ref_15) 2018; 65 ref_5 ref_4 ref_7 ref_6
References_xml	– ident: ref_7 – ident: ref_6 – volume: 15 start-page: 021314 year: 2010 ident: ref_11 article-title: k-Wave: MATLAB toolbox for the simulation and reconstruction of photoacoustic wave fields publication-title: J. Biomed. Opt. doi: 10.1117/1.3360308 – ident: ref_9 doi: 10.3390/info8040131 – ident: ref_4 – ident: ref_10 doi: 10.1007/978-1-4615-0327-9 – volume: 30 start-page: 137 year: 2015 ident: ref_1 article-title: Full-wave nonlinear ultrasound simulation on distributed clusters with applications in high-intensity focused ultrasound publication-title: Int. J. High Perform. Comput. Appl. doi: 10.1177/1094342015581024 – volume: 3 start-page: 39 year: 2016 ident: ref_2 article-title: Spectral Domain Decomposition Using Local Fourier Basis: Application to Ultrasound Simulation on a Cluster of GPUs publication-title: Int. J. Supercomput. Front. Innov. – ident: ref_5 doi: 10.1109/ULTSYM.2008.0464 – ident: ref_3 doi: 10.1109/EMBC.2016.7592008 – volume: 141 start-page: 1726 year: 2017 ident: ref_12 article-title: Accurate simulation of transcranial ultrasound propagation for ultrasonic neuromodulation and stimulation publication-title: J. Acoust. Soc. Am. doi: 10.1121/1.4976339 – volume: 6 start-page: 1 year: 2018 ident: ref_14 article-title: Experimental study of beam distortion due to fiducial markers during salvage HIFU in the prostate publication-title: J. Ther. Ultrasound doi: 10.1186/s40349-018-0109-3 – volume: 65 start-page: 969 year: 2018 ident: ref_15 article-title: Full Modeling of High-Intensity Focused Ultrasound and Thermal Heating in the Kidney Using Realistic Patient Models publication-title: IEEE Trans. Biomed. Eng. doi: 10.1109/TBME.2017.2732684 – volume: 44 start-page: 679 year: 2017 ident: ref_13 article-title: Beam Distortion Due to Gold Fiducial Markers During Salvage High-Intensity Focused Ultrasound in the Prostate publication-title: J. Med. Phys. doi: 10.1002/mp.12044 – ident: ref_8 doi: 10.1109/IPDPS.2016.11
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SubjectTerms	Algorithms compression Compression ratio Computer simulation Data compression high-intensity focused ultrasound k-Wave toolbox Mathematical models Medical imaging Methods Prostate Ratios Time compression Tomography Ultrasonic imaging ultrasound simulation Wavelet transforms
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