{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T16:07:46Z","timestamp":1788365266945,"version":"build-2803163510"},"reference-count":35,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2024,8,29]],"date-time":"2024-08-29T00:00:00Z","timestamp":1724889600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Magnetic Resonance Imaging"],"published-print":{"date-parts":[[2025,4]]},"abstract":"<jats:sec><jats:title>Background<\/jats:title><jats:p>Currently available tools for noninvasive motility quantification of the small intestine are limited to dynamic 2D MRI scans, which are limited in their ability to differentiate between types of intestinal motility.<\/jats:p><\/jats:sec><jats:sec><jats:title>Purpose<\/jats:title><jats:p>To develop a method for quantification and characterization of small intestinal motility in 3D, capable of differentiating motile, non\u2010motile and peristaltic motion patterns.<\/jats:p><\/jats:sec><jats:sec><jats:title>Study Type<\/jats:title><jats:p>Prospective.<\/jats:p><\/jats:sec><jats:sec><jats:title>Subjects<\/jats:title><jats:p>Fourteen healthy volunteers (127 small intestinal segments) and 10 patients with Crohn's disease (87 small intestinal segments).<\/jats:p><\/jats:sec><jats:sec><jats:title>Field Strength\/Sequence<\/jats:title><jats:p>3.0\u2009T, 3D balanced fast field echo sequence, 1 volume per second.<\/jats:p><\/jats:sec><jats:sec><jats:title>Assessment<\/jats:title><jats:p>Using deformable image registration between subsequent volumes, the local velocity within the intestinal lumen was quantified. Average velocity and average absolute velocity along intestinal segments were used with linear classifiers to differentiate motile from non\u2010motile intestines, as well as erratic motility from peristalsis. The mean absolute velocity of small intestinal content was compared between healthy volunteers and Crohn's disease patients, and the discriminative power of the proposed motility metrics for detecting motility and peristalsis was determined. The consensus of two observers was used as referenced standard.<\/jats:p><\/jats:sec><jats:sec><jats:title>Statistical Tests<\/jats:title><jats:p>Student's <jats:italic>t<\/jats:italic>\u2010test to assess differences between groups; area under the receiver operating characteristic curve (AUC) to assess discriminative ability. <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001 was considered significant.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>A significant difference in the absolute velocity of intestinal content between Crohn's patients and healthy volunteers was observed (median [IQR] 1.06 [0.61, 1.56] mm\/s vs. 1.84 [1.37, 2.43] mm\/s), which was consistent with manual reference annotations of motile activity. The proposed method had a strong discriminative performance for detecting non\u2010motile intestines (AUC 0.97) and discernible peristalsis (AUC 0.81).<\/jats:p><\/jats:sec><jats:sec><jats:title>Data Conclusion<\/jats:title><jats:p>Analysis of 3D cine\u2010MRI using centerline\u2010aware motion estimation has the potential to allow noninvasive characterization of small intestinal motility and peristaltic motion in 3D.<\/jats:p><\/jats:sec><jats:sec><jats:title>Evidence Level<\/jats:title><jats:p>3<\/jats:p><\/jats:sec><jats:sec><jats:title>Technical Efficacy<\/jats:title><jats:p>Stage 2<\/jats:p><\/jats:sec>","DOI":"10.1002\/jmri.29571","type":"journal-article","created":{"date-parts":[[2024,8,29]],"date-time":"2024-08-29T13:28:58Z","timestamp":1724938138000},"page":"1956-1966","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Quantitative Analysis of Small Intestinal Motility in <scp>3D<\/scp> Cine\u2010<scp>MRI<\/scp> Using Centerline\u2010Aware Motion Estimation"],"prefix":"10.1002","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0943-2825","authenticated-orcid":false,"given":"Louis D.","family":"van Harten","sequence":"first","affiliation":[{"name":"Department of Biomedical Engineering and Physics Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"},{"name":"Informatics Institute, University of Amsterdam  Amsterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Catharina S.","family":"de Jonge","sequence":"additional","affiliation":[{"name":"Department of Radiology and Nuclear Medicine Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"},{"name":"Amsterdam Gastroenterology Endocrinology Metabolism  Amsterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Femke","family":"Struik","sequence":"additional","affiliation":[{"name":"Department of Radiology and Nuclear Medicine Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9822-3784","authenticated-orcid":false,"given":"Jaap","family":"Stoker","sequence":"additional","affiliation":[{"name":"Department of Radiology and Nuclear Medicine Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"},{"name":"Amsterdam Gastroenterology Endocrinology Metabolism  Amsterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1869-5034","authenticated-orcid":false,"given":"Ivana","family":"I\u0161gum","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering and Physics Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"},{"name":"Informatics Institute, University of Amsterdam  Amsterdam The Netherlands"},{"name":"Department of Radiology and Nuclear Medicine Amsterdam University Medical Center, University of Amsterdam  Amsterdam The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2024,8,29]]},"reference":[{"key":"e_1_2_7_2_1","doi-asserted-by":"publisher","DOI":"10.1097\/MOG.0b013e3282f33f5c"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.33549\/physiolres.930000.51.541"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.12225"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF03027373"},{"key":"e_1_2_7_6_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-230X-7-29"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.13257"},{"key":"e_1_2_7_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.13182"},{"key":"e_1_2_7_9_1","doi-asserted-by":"publisher","DOI":"10.1038\/ajg.2013.57"},{"key":"e_1_2_7_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.22529"},{"key":"e_1_2_7_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2013.11.004"},{"key":"e_1_2_7_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.08.059"},{"key":"e_1_2_7_13_1","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/59\/16\/4603"},{"key":"e_1_2_7_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.23298"},{"key":"e_1_2_7_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2021.10.006"},{"key":"e_1_2_7_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11894-017-0565-x"},{"key":"e_1_2_7_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/s0889-8553(05)70368-x"},{"key":"e_1_2_7_18_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2982.1999.00147.x"},{"key":"e_1_2_7_19_1","doi-asserted-by":"publisher","DOI":"10.1159\/000138415"},{"key":"e_1_2_7_20_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.12111658"},{"key":"e_1_2_7_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102386"},{"key":"e_1_2_7_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3321425"},{"key":"e_1_2_7_23_1","first-page":"7462","article-title":"Implicit neural representations with periodic activation functions","volume":"33","author":"Sitzmann V","year":"2020","journal-title":"Adv Neural Inf Process Syst"},{"key":"e_1_2_7_24_1","unstructured":"WolterinkJM ZwienenbergJC BruneC.Implicit neural representations for deformable image registration. Medical imaging with deep learning2021."},{"key":"e_1_2_7_25_1","unstructured":"SmithLN TopinN.Super\u2010convergence: Very fast training of neural networks using large learning rates.2018.http:\/\/arxiv.org\/abs\/1708.07120. Accessed September 5 2023."},{"key":"e_1_2_7_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/42.932742"},{"key":"e_1_2_7_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.14062"},{"key":"e_1_2_7_28_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.25166"},{"key":"e_1_2_7_29_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.12558"},{"key":"e_1_2_7_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00261-014-0258-y"},{"key":"e_1_2_7_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/0016-5085(86)90692-X"},{"key":"e_1_2_7_32_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.14146"},{"key":"e_1_2_7_33_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.14239"},{"key":"e_1_2_7_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0016-5085(97)70045-3"},{"key":"e_1_2_7_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/nmo.13506"},{"key":"e_1_2_7_36_1","doi-asserted-by":"publisher","DOI":"10.1055\/s-2006-926491"}],"container-title":["Journal of Magnetic Resonance Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jmri.29571","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T07:06:45Z","timestamp":1741763205000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/jmri.29571"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,29]]},"references-count":35,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,4]]}},"alternative-id":["10.1002\/jmri.29571"],"URL":"https:\/\/doi.org\/10.1002\/jmri.29571","archive":["Portico"],"relation":{},"ISSN":["1053-1807","1522-2586"],"issn-type":[{"value":"1053-1807","type":"print"},{"value":"1522-2586","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8,29]]},"assertion":[{"value":"2024-04-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-08-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-08-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}