Analysis of dynamic MR breast images using a model of contrast enhancement
We describe a model of dynamic contrast enhancement in breast MRI designed to aid the radiologist in cases for which X-ray mammography is ineffective. The breasts are segmented from the image slices by a dynamic programming algorithm after morphological opening. A pharmacokinetic model has been deri...
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| Veröffentlicht in: | Medical image analysis 1997-04, Vol.1 (3), p.207-224 |
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| container_title | Medical image analysis |
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| creator | Hayton, Paul Brady, Michael Tarassenko, Lionel Moore, Niall |
| description | We describe a model of dynamic contrast enhancement in breast MRI designed to aid the radiologist in cases for which X-ray mammography is ineffective. The breasts are segmented from the image slices by a dynamic programming algorithm after morphological opening. A pharmacokinetic model has been derived to fit the rise in intensities after injection of a contrast agent, in a way that facilitates investigation of the effects of different models of bolus injection. The pharmacokinetic model is used in a modified Horn—Schunck algorithm to correct for motion effects during the seven minute acquisition period. The results show significant localization of tumours and enable discrimination of cancerous tissue. In particular, we illustrate the approach with an image that shows a carcinoma, whose appearance and localization are greatly improved by the registration algorithm. |
| doi_str_mv | 10.1016/S1361-8415(97)85011-6 |
| format | Article |
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In particular, we illustrate the approach with an image that shows a carcinoma, whose appearance and localization are greatly improved by the registration algorithm.</description><subject>Algorithms</subject><subject>Breast - pathology</subject><subject>Breast Neoplasms - diagnosis</subject><subject>contrast enhancement</subject><subject>Contrast Media - pharmacokinetics</subject><subject>Female</subject><subject>Gadolinium DTPA - pharmacokinetics</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted - methods</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>MRI of the breast</subject><subject>pharmacokinetic modelling</subject><subject>registration</subject><issn>1361-8415</issn><issn>1361-8423</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1997</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkMtOwzAQRS0EKuXxCZWyQrAI2LET2ytUVTxVhMRjbTnOpBglTrETpP49SRt1y2pGM3fm6h6EZgRfE0yym3dCMxILRtJLya9EigmJswM0HccJPdz3JD1GJyF8Y4w5Y3iCJlJwKjGfoue509Um2BA1ZVRsnK6tiV7eotyDDm1ka72CEHXBulWko7opoBqUpnGtHwTgvrQzUINrz9BRqasA52M9RZ_3dx-Lx3j5-vC0mC9jQxlpY57kqUxxqTGjRIgyZ7QEmeYJ4zghRBihE5IIycpSFlznklHMpKA673NgmtFTdLH7u_bNTwehVbUNBqpKO2i6oLjMGEky1gvTndD4JgQPpVr7PpDfKILVwFBtGaoBkJJcbRmqwWA2GnR5DcX-aoTW7293e-hT_lrwKhgLPYXCejCtKhr7j8Mfa31_Jg</recordid><startdate>199704</startdate><enddate>199704</enddate><creator>Hayton, Paul</creator><creator>Brady, Michael</creator><creator>Tarassenko, Lionel</creator><creator>Moore, Niall</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></search><sort><creationdate>199704</creationdate><title>Analysis of dynamic MR breast images using a model of contrast enhancement</title><author>Hayton, Paul ; Brady, Michael ; Tarassenko, Lionel ; Moore, Niall</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c341t-72b5950fa043188fb43fe95b24702118c8a212894ff9d7ab94304983ab4150363</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1997</creationdate><topic>Algorithms</topic><topic>Breast - pathology</topic><topic>Breast Neoplasms - diagnosis</topic><topic>contrast enhancement</topic><topic>Contrast Media - pharmacokinetics</topic><topic>Female</topic><topic>Gadolinium DTPA - pharmacokinetics</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>MRI of the breast</topic><topic>pharmacokinetic modelling</topic><topic>registration</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hayton, Paul</creatorcontrib><creatorcontrib>Brady, Michael</creatorcontrib><creatorcontrib>Tarassenko, Lionel</creatorcontrib><creatorcontrib>Moore, Niall</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>Hayton, Paul</au><au>Brady, Michael</au><au>Tarassenko, Lionel</au><au>Moore, Niall</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of dynamic MR breast images using a model of contrast enhancement</atitle><jtitle>Medical image analysis</jtitle><addtitle>Med Image Anal</addtitle><date>1997-04</date><risdate>1997</risdate><volume>1</volume><issue>3</issue><spage>207</spage><epage>224</epage><pages>207-224</pages><issn>1361-8415</issn><eissn>1361-8423</eissn><abstract>We describe a model of dynamic contrast enhancement in breast MRI designed to aid the radiologist in cases for which X-ray mammography is ineffective. 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| ispartof | Medical image analysis, 1997-04, Vol.1 (3), p.207-224 |
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| language | eng |
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| source | MEDLINE; Elsevier ScienceDirect Journals |
| subjects | Algorithms Breast - pathology Breast Neoplasms - diagnosis contrast enhancement Contrast Media - pharmacokinetics Female Gadolinium DTPA - pharmacokinetics Humans Image Processing, Computer-Assisted - methods Magnetic Resonance Imaging - methods MRI of the breast pharmacokinetic modelling registration |
| title | Analysis of dynamic MR breast images using a model of contrast enhancement |
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