Tomoelastography by multifrequency wave number recovery from time-harmonic propagating shear waves
•Tomoelastography allows noise-robust shear wave inversion for multifrequency MRE.•High resolution mechanical property maps with unseen anatomical details are obtained.•Mechanical properties of small abdominal tissues were analyzed for the first time. Palpation is one of the most sensitive, effectiv...
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creator | Tzschätzsch, Heiko Guo, Jing Dittmann, Florian Hirsch, Sebastian Barnhill, Eric Jöhrens, Korinna Braun, Jürgen Sack, Ingolf |
description | •Tomoelastography allows noise-robust shear wave inversion for multifrequency MRE.•High resolution mechanical property maps with unseen anatomical details are obtained.•Mechanical properties of small abdominal tissues were analyzed for the first time.
Palpation is one of the most sensitive, effective diagnostic practices, motivating the quantitative and spatially resolved determination of soft tissue elasticity parameters by medical ultrasound or MRI. However, this so-called elastography often suffers from limited anatomical resolution due to noise and insufficient elastic deformation, currently precluding its use as a tomographic modality on its own. We here introduce an efficient way of processing wave images acquired by multifrequency magnetic resonance elastography (MMRE), which relies on wave number reconstruction at different harmonic frequencies followed by their amplitude-weighted averaging prior to inversion. This results in compound maps of wave speed, which reveal variations in tissue elasticity in a tomographic fashion, i.e. an unmasked, slice-wise display of anatomical details at pixel-wise resolution. The method is demonstrated using MMRE data from the literature including abdominal and pelvic organs such as the liver, spleen, uterus body and uterus cervix. Even in small regions with low wave amplitudes, such as nucleus pulposus and spinal cord, elastic parameters consistent with literature values were obtained. Overall, the proposed method provides a simple and noise-robust strategy of in-plane wave analysis of MMRE data, with a pixel-wise resolution producing superior detail to MRE direct inversion methods.
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doi_str_mv | 10.1016/j.media.2016.01.001 |
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Palpation is one of the most sensitive, effective diagnostic practices, motivating the quantitative and spatially resolved determination of soft tissue elasticity parameters by medical ultrasound or MRI. However, this so-called elastography often suffers from limited anatomical resolution due to noise and insufficient elastic deformation, currently precluding its use as a tomographic modality on its own. We here introduce an efficient way of processing wave images acquired by multifrequency magnetic resonance elastography (MMRE), which relies on wave number reconstruction at different harmonic frequencies followed by their amplitude-weighted averaging prior to inversion. This results in compound maps of wave speed, which reveal variations in tissue elasticity in a tomographic fashion, i.e. an unmasked, slice-wise display of anatomical details at pixel-wise resolution. The method is demonstrated using MMRE data from the literature including abdominal and pelvic organs such as the liver, spleen, uterus body and uterus cervix. Even in small regions with low wave amplitudes, such as nucleus pulposus and spinal cord, elastic parameters consistent with literature values were obtained. Overall, the proposed method provides a simple and noise-robust strategy of in-plane wave analysis of MMRE data, with a pixel-wise resolution producing superior detail to MRE direct inversion methods.
[Display omitted]</description><identifier>ISSN: 1361-8415</identifier><identifier>EISSN: 1361-8423</identifier><identifier>DOI: 10.1016/j.media.2016.01.001</identifier><identifier>PMID: 26845371</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Abdomen ; Elastic Modulus ; Elasticity Imaging Techniques - methods ; Humans ; Image Enhancement - methods ; Image Interpretation, Computer-Assisted - methods ; k-MDEV inversion ; Multifrequency MRE ; Neoplasms - diagnostic imaging ; Neoplasms - physiopathology ; Reproducibility of Results ; Sensitivity and Specificity ; Shear Strength ; Soft biological tissue stiffness ; Stress, Mechanical ; Viscera - diagnostic imaging ; Viscera - physiopathology ; Wave speed</subject><ispartof>Medical image analysis, 2016-05, Vol.30, p.1-10</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright © 2016 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c425t-bdc4ab8979a8be13aa1dfd28f3579fbdf1e5b2063ea72b95f5bca8c0a2c1ef8b3</citedby><cites>FETCH-LOGICAL-c425t-bdc4ab8979a8be13aa1dfd28f3579fbdf1e5b2063ea72b95f5bca8c0a2c1ef8b3</cites><orcidid>0000-0003-2460-1444</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1361841516000025$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26845371$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tzschätzsch, Heiko</creatorcontrib><creatorcontrib>Guo, Jing</creatorcontrib><creatorcontrib>Dittmann, Florian</creatorcontrib><creatorcontrib>Hirsch, Sebastian</creatorcontrib><creatorcontrib>Barnhill, Eric</creatorcontrib><creatorcontrib>Jöhrens, Korinna</creatorcontrib><creatorcontrib>Braun, Jürgen</creatorcontrib><creatorcontrib>Sack, Ingolf</creatorcontrib><title>Tomoelastography by multifrequency wave number recovery from time-harmonic propagating shear waves</title><title>Medical image analysis</title><addtitle>Med Image Anal</addtitle><description>•Tomoelastography allows noise-robust shear wave inversion for multifrequency MRE.•High resolution mechanical property maps with unseen anatomical details are obtained.•Mechanical properties of small abdominal tissues were analyzed for the first time.
Palpation is one of the most sensitive, effective diagnostic practices, motivating the quantitative and spatially resolved determination of soft tissue elasticity parameters by medical ultrasound or MRI. However, this so-called elastography often suffers from limited anatomical resolution due to noise and insufficient elastic deformation, currently precluding its use as a tomographic modality on its own. We here introduce an efficient way of processing wave images acquired by multifrequency magnetic resonance elastography (MMRE), which relies on wave number reconstruction at different harmonic frequencies followed by their amplitude-weighted averaging prior to inversion. This results in compound maps of wave speed, which reveal variations in tissue elasticity in a tomographic fashion, i.e. an unmasked, slice-wise display of anatomical details at pixel-wise resolution. The method is demonstrated using MMRE data from the literature including abdominal and pelvic organs such as the liver, spleen, uterus body and uterus cervix. Even in small regions with low wave amplitudes, such as nucleus pulposus and spinal cord, elastic parameters consistent with literature values were obtained. Overall, the proposed method provides a simple and noise-robust strategy of in-plane wave analysis of MMRE data, with a pixel-wise resolution producing superior detail to MRE direct inversion methods.
[Display omitted]</description><subject>Abdomen</subject><subject>Elastic Modulus</subject><subject>Elasticity Imaging Techniques - methods</subject><subject>Humans</subject><subject>Image Enhancement - methods</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>k-MDEV inversion</subject><subject>Multifrequency MRE</subject><subject>Neoplasms - diagnostic imaging</subject><subject>Neoplasms - physiopathology</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><subject>Shear Strength</subject><subject>Soft biological tissue stiffness</subject><subject>Stress, Mechanical</subject><subject>Viscera - diagnostic imaging</subject><subject>Viscera - physiopathology</subject><subject>Wave speed</subject><issn>1361-8415</issn><issn>1361-8423</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMlO5DAQhq0Ro2GZeYKRkI9cErwknfSBA0JsEtJcmLNVdsrdbsVxYyeN8va4aeDIqapU_1_LR8hfzkrO-OJyU3rsHJQiFyXjJWP8BznhcsGLthLy6Cvn9TE5TWnDGGuqiv0ix2LRVrVs-AnRz8EH7CGNYRVhu56pnqmf-tHZiC8TDmamr7BDOkxeY6QRTdhhnKmNwdPReSzWEH0YnKHbGLawgtENK5rWCPHdmX6Tnxb6hH8-4hn5f3f7fPNQPP27f7y5fipMJeqx0J2pQLfLZgmtRi4BeGc70VpZN0urO8ux1oItJEIj9LK2tTbQGgbCcLStlmfk4jA335EvT6PyLhnsexgwTEnxppFCZlpNlsqD1MSQUkSrttF5iLPiTO3hqo16h6v2cBXjKsPNrvOPBZPO3S_PJ80suDoIML-5cxhVMi4jzJMyt1F1wX274A3v6o92</recordid><startdate>201605</startdate><enddate>201605</enddate><creator>Tzschätzsch, Heiko</creator><creator>Guo, Jing</creator><creator>Dittmann, Florian</creator><creator>Hirsch, Sebastian</creator><creator>Barnhill, Eric</creator><creator>Jöhrens, Korinna</creator><creator>Braun, Jürgen</creator><creator>Sack, Ingolf</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2460-1444</orcidid></search><sort><creationdate>201605</creationdate><title>Tomoelastography by multifrequency wave number recovery from time-harmonic propagating shear waves</title><author>Tzschätzsch, Heiko ; Guo, Jing ; Dittmann, Florian ; Hirsch, Sebastian ; Barnhill, Eric ; Jöhrens, Korinna ; Braun, Jürgen ; Sack, Ingolf</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c425t-bdc4ab8979a8be13aa1dfd28f3579fbdf1e5b2063ea72b95f5bca8c0a2c1ef8b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Abdomen</topic><topic>Elastic Modulus</topic><topic>Elasticity Imaging Techniques - methods</topic><topic>Humans</topic><topic>Image Enhancement - methods</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>k-MDEV inversion</topic><topic>Multifrequency MRE</topic><topic>Neoplasms - diagnostic imaging</topic><topic>Neoplasms - physiopathology</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><topic>Shear Strength</topic><topic>Soft biological tissue stiffness</topic><topic>Stress, Mechanical</topic><topic>Viscera - diagnostic imaging</topic><topic>Viscera - physiopathology</topic><topic>Wave speed</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tzschätzsch, Heiko</creatorcontrib><creatorcontrib>Guo, Jing</creatorcontrib><creatorcontrib>Dittmann, Florian</creatorcontrib><creatorcontrib>Hirsch, Sebastian</creatorcontrib><creatorcontrib>Barnhill, Eric</creatorcontrib><creatorcontrib>Jöhrens, Korinna</creatorcontrib><creatorcontrib>Braun, Jürgen</creatorcontrib><creatorcontrib>Sack, Ingolf</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Medical image analysis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tzschätzsch, Heiko</au><au>Guo, Jing</au><au>Dittmann, Florian</au><au>Hirsch, Sebastian</au><au>Barnhill, Eric</au><au>Jöhrens, Korinna</au><au>Braun, Jürgen</au><au>Sack, Ingolf</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tomoelastography by multifrequency wave number recovery from time-harmonic propagating shear waves</atitle><jtitle>Medical image analysis</jtitle><addtitle>Med Image Anal</addtitle><date>2016-05</date><risdate>2016</risdate><volume>30</volume><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>1361-8415</issn><eissn>1361-8423</eissn><abstract>•Tomoelastography allows noise-robust shear wave inversion for multifrequency MRE.•High resolution mechanical property maps with unseen anatomical details are obtained.•Mechanical properties of small abdominal tissues were analyzed for the first time.
Palpation is one of the most sensitive, effective diagnostic practices, motivating the quantitative and spatially resolved determination of soft tissue elasticity parameters by medical ultrasound or MRI. However, this so-called elastography often suffers from limited anatomical resolution due to noise and insufficient elastic deformation, currently precluding its use as a tomographic modality on its own. We here introduce an efficient way of processing wave images acquired by multifrequency magnetic resonance elastography (MMRE), which relies on wave number reconstruction at different harmonic frequencies followed by their amplitude-weighted averaging prior to inversion. This results in compound maps of wave speed, which reveal variations in tissue elasticity in a tomographic fashion, i.e. an unmasked, slice-wise display of anatomical details at pixel-wise resolution. The method is demonstrated using MMRE data from the literature including abdominal and pelvic organs such as the liver, spleen, uterus body and uterus cervix. Even in small regions with low wave amplitudes, such as nucleus pulposus and spinal cord, elastic parameters consistent with literature values were obtained. Overall, the proposed method provides a simple and noise-robust strategy of in-plane wave analysis of MMRE data, with a pixel-wise resolution producing superior detail to MRE direct inversion methods.
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subjects | Abdomen Elastic Modulus Elasticity Imaging Techniques - methods Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods k-MDEV inversion Multifrequency MRE Neoplasms - diagnostic imaging Neoplasms - physiopathology Reproducibility of Results Sensitivity and Specificity Shear Strength Soft biological tissue stiffness Stress, Mechanical Viscera - diagnostic imaging Viscera - physiopathology Wave speed |
title | Tomoelastography by multifrequency wave number recovery from time-harmonic propagating shear waves |
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