{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T17:40:14Z","timestamp":1760982014778},"reference-count":49,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2007,3,14]],"date-time":"2007-03-14T00:00:00Z","timestamp":1173830400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Medical Physics"],"published-print":{"date-parts":[[2007,4]]},"abstract":"<jats:p>In this paper, we present an evaluation study of a set of registration strategies for the alignment of sequences of 3D dynamic contrast\u2010enhanced magnetic resonance breast images. The accuracy of the optimal registration strategies was determined on unseen data. The evaluation is based on the simulation of physically plausible breast deformations using finite element methods and on contrast\u2010enhanced image pairs without visually detectable motion artifacts. The configuration of the finite element model was chosen according to its ability to predict <jats:italic>in vivo<\/jats:italic> breast deformations for two volunteers. We computed transformations for ten patients with 12 simulated deformations each. These deformations were applied to the postcontrast image to model patient motion occurring between pre\u2010 and postcontrast image acquisition. The original precontrast images were registered to the corresponding deformed postcontrast images. The performance of several registration configurations (rigid, affine, B\u2010spline based nonrigid, single\u2010resolution, multi\u2010resolution, and volume\u2010preserving) was optimized for five of the ten patients. The images were most accurately aligned with volume\u2010preserving single\u2010resolution nonrigid registration employing 40 or <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0001.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0001\" \/> control point spacing. When tested on the remaining five patients the optimal configurations reduced the average mean registration error from 1.40 to <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0002.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0002\" \/> for the whole breast tissue and from 1.20 to <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0003.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0003\" \/> for the enhancing lesion. These results were obtained on average within 26 <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0004.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0004\" \/> for 40 <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0005.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0005\" \/> control point spacing. The visual appearance of the difference images from 30 patients was significantly improved after <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/mp2040-math-0006.png\" xlink:title=\"urn:x-wiley:00942405:media:mp2040:mp2040-math-0006\" \/> volume\u2010preserving single\u2010resolution nonrigid registration in comparison to no registration or rigid registration. No substantial volume changes within the region of the enhancing lesions were introduced by this nonrigid registration.<\/jats:p>","DOI":"10.1118\/1.2712040","type":"journal-article","created":{"date-parts":[[2007,4,4]],"date-time":"2007-04-04T22:39:15Z","timestamp":1175726355000},"page":"1221-1233","source":"Crossref","is-referenced-by-count":32,"title":["Quantitative evaluation of free\u2010form deformation registration for dynamic contrast\u2010enhanced MR mammography"],"prefix":"10.1002","volume":"34","author":[{"given":"Christine","family":"Tanner","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julia A.","family":"Schnabel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Derek L. 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Rodney","family":"Hose","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Margaret A.","family":"Hall\u2010Craggs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sasha I.","family":"Usiskin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2007,3,14]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/0304-419X(90)90014-R"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1522-2586(199912)10:6<982::AID-JMRI15>3.0.CO;2-4"},{"key":"e_1_2_6_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/42.796284"},{"key":"e_1_2_6_5_1","doi-asserted-by":"publisher","DOI":"10.1097\/00004728-199909000-00031"},{"key":"e_1_2_6_6_1","first-page":"327","volume-title":"Proceedings of MICCAI'00, Lecture Notes in Computer Science 1935","author":"Tanner C.","year":"2000"},{"key":"e_1_2_6_7_1","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1997.0608"},{"key":"e_1_2_6_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.216726"},{"key":"e_1_2_6_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-8415(98)80016-9"},{"key":"e_1_2_6_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2003.814791"},{"key":"e_1_2_6_11_1","doi-asserted-by":"publisher","DOI":"10.1088\/0266\u20105611\/20\/5\/018"},{"key":"e_1_2_6_12_1","first-page":"38","volume-title":"Proceedings of 4th Scientific Meeting of ISMRM, New York, USA","author":"NessAiver M. 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