{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,30]],"date-time":"2026-10-30T04:51:42Z","timestamp":1793335902202,"version":"4.5.0"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery and Government of Canada\u2019s New Frontiers in Research Fund","doi-asserted-by":"publisher","award":["NFRFE-2022-00295"],"award-info":[{"award-number":["NFRFE-2022-00295"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ultrason., Ferroelect., Freq. Contr."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tuffc.2025.3605285","type":"journal-article","created":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T17:31:38Z","timestamp":1756834298000},"page":"1414-1425","source":"Crossref","is-referenced-by-count":9,"title":["Grounding DINO-US-SAM: Text-Prompted Multiorgan Segmentation in Ultrasound With LoRA-Tuned Vision\u2013Language Models"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-4532-0429","authenticated-orcid":false,"given":"Hamza","family":"Rasaee","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9655-0588","authenticated-orcid":false,"given":"Taha","family":"Koleilat","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5800-3034","authenticated-orcid":false,"given":"Hassan","family":"Rivaz","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TUFFC.2020.3015081"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106629"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.2146"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72378-0_42"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72378-0_58"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2024.102326"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CAC59555.2023.10450290"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3226268"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01960"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72114-4_58"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/OJEMB.2025.3537560"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72120-5_19"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72083-3_68"},{"key":"ref14","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"139","author":"Radford"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72390-2_60"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72970-6_3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.256"},{"key":"ref18","article-title":"SAM 2: Segment anything in images and videos","author":"Ravi","year":"2024","journal-title":"arXiv:2408.00714"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-024-02499-w"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2025.103749"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-44824-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1117\/12.3046538"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-025-03517-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.12.2.027001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1117\/12.3005879"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72111-3_3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2025.127048"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72995-9_7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3472672"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00165"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02796"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00782"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-024-02984-z"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106438"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrad.2022.110591"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2022.07.004"},{"key":"ref37","article-title":"BUS_UC","author":"Iqbal","year":"2023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-025-04562-3"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2731873"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2019.104863"},{"key":"ref41","volume-title":"Stu-Hospital","year":"2024"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0253202"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI48211.2021.9434087"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16440-8_24"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-12925-z"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac569"},{"key":"ref47","article-title":"U2-BENCH: Benchmarking large vision-language models on ultrasound understanding","author":"Le","year":"2025","journal-title":"arXiv:2505.17779"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.eururo.2018.08.007"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-44521-7_15"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1002\/mp.16812"},{"key":"ref51","article-title":"Thyroid nodule segmentation and classification in ultrasound images","author":"Zhou","year":"2020"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1186\/s12891-020-03679-3"},{"key":"ref53","first-page":"3","article-title":"LoRA: Low-rank adaptation of large language models","volume-title":"Proc. ICLR","author":"Hu"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00075"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.2307\/1932409.JSTOR1932409"},{"key":"ref58","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017","journal-title":"arXiv:1711.05101"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00371"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01376"}],"container-title":["IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/58\/11184300\/11146904.pdf?arnumber=11146904","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T05:23:16Z","timestamp":1759296196000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11146904\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":60,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tuffc.2025.3605285","relation":{},"ISSN":["0885-3010","1525-8955"],"issn-type":[{"value":"0885-3010","type":"print"},{"value":"1525-8955","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}