{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T17:36:09Z","timestamp":1786988169005,"version":"build-2736575974"},"reference-count":42,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T00:00:00Z","timestamp":1745539200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","ejropen.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["European Journal of Radiology Open"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1016\/j.ejro.2025.100656","type":"journal-article","created":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T15:05:26Z","timestamp":1746198326000},"page":"100656","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Deep learning-based acceleration of high-resolution compressed sense MR imaging of the hip"],"prefix":"10.1016","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2111-8177","authenticated-orcid":false,"given":"Alexander W.","family":"Marka","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Felix","family":"Meurer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vanessa","family":"Twardy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Markus","family":"Graf","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saba","family":"Ebrahimi Ardjomand","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kilian","family":"Weiss","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcus R.","family":"Makowski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexandra S.","family":"Gersing","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitrios C.","family":"Karampinos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jan","family":"Neumann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Klaus","family":"Woertler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ingo J.","family":"Banke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah C.","family":"Foreman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.ejro.2025.100656_bib1","first-page":"81","article-title":"Hip pain in adults: evaluation and differential diagnosis","volume":"103","author":"Chamberlain","year":"2021","journal-title":"Am. Fam. Physician"},{"issue":"4","key":"10.1016\/j.ejro.2025.100656_bib2","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1148\/radiographics.14.4.7938767","article-title":"MR imaging of hip disorders","volume":"14","author":"Gabriel","year":"1994","journal-title":"RadioGraphics"},{"issue":"2","key":"10.1016\/j.ejro.2025.100656_bib3","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1148\/radiology.198.2.8596820","article-title":"CT and MR imaging of the hip","volume":"198","author":"Conway","year":"1996","journal-title":"Radiology"},{"issue":"4","key":"10.1016\/j.ejro.2025.100656_bib4","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1016\/j.mric.2010.09.003","article-title":"MR imaging of the hip: normal anatomic variants and imaging pitfalls","volume":"18","author":"DuBois","year":"2010","journal-title":"Magn. Reson Imaging Clin. N. Am."},{"issue":"12","key":"10.1016\/j.ejro.2025.100656_bib5","doi-asserted-by":"crossref","first-page":"1652","DOI":"10.1007\/s00247-019-04504-3","article-title":"Imaging of developmental dysplasia of the hip: ultrasound, radiography and magnetic resonance imaging","volume":"49","author":"Barrera","year":"2019","journal-title":"Pediatr. Radiol."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib6","doi-asserted-by":"crossref","first-page":"585","DOI":"10.2214\/AJR.20.22783","article-title":"Best practices: hip femoroacetabular impingement","volume":"216","author":"Schmaranzer","year":"2021","journal-title":"AJR Am. J. Roentgenol."},{"issue":"2","key":"10.1016\/j.ejro.2025.100656_bib7","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1093\/jhps\/hnaa025","article-title":"Acetabular cartilage repair: state of the art in surgical treatment","volume":"7","author":"Bagheri","year":"2020","journal-title":"J. Hip Preserv. Surg."},{"issue":"5","key":"10.1016\/j.ejro.2025.100656_bib8","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.1177\/03635465241232154","article-title":"Modern hip arthroscopy for FAIS may delay the natural history of osteoarthritis in 25% of patients: a 12-year follow-up analysis","volume":"52","author":"Ramkumar","year":"2024","journal-title":"Am. J. Sports Med."},{"key":"10.1016\/j.ejro.2025.100656_bib9","doi-asserted-by":"crossref","first-page":"e489","DOI":"10.5114\/pjr.2020.99414","article-title":"Magnetic resonance imaging of the hip: anatomy and pathology","volume":"85","author":"Mak","year":"2020","journal-title":"Pol. J. Radiol."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib10","doi-asserted-by":"crossref","first-page":"502","DOI":"10.2214\/AJR.15.14463","article-title":"Regional articular cartilage abnormalities of the hip","volume":"205","author":"Link","year":"2015","journal-title":"Am. J. Roentgenol."},{"issue":"2","key":"10.1016\/j.ejro.2025.100656_bib11","doi-asserted-by":"crossref","DOI":"10.4081\/2641","article-title":"Magnetic resonance imaging of hip joint cartilage and labrum","volume":"3","author":"Zilkens","year":"2011","journal-title":"Orthop. Rev."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib12","doi-asserted-by":"crossref","first-page":"479","DOI":"10.2214\/AJR.14.12581","article-title":"MRI of labral and chondral lesions of the hip","volume":"205","author":"Naraghi","year":"2015","journal-title":"Am. J. Roentgenol."},{"issue":"1","key":"10.1016\/j.ejro.2025.100656_bib13","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1055\/s-0039-3400265","article-title":"Improving the speed of MRI with artificial intelligence","volume":"24","author":"Johnson","year":"2020","journal-title":"Semin. Musculoskelet. Radiol."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib14","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1055\/s-0039-1684024","article-title":"Artificial intelligence in musculoskeletal imaging: review of current literature, challenges, and trends","volume":"23","author":"Hirschmann","year":"2019","journal-title":"Semin Musculoskelet. Radiol."},{"issue":"4","key":"10.1016\/j.ejro.2025.100656_bib15","doi-asserted-by":"crossref","first-page":"887","DOI":"10.1002\/jmri.24850","article-title":"Motion artifacts in MRI: a complex problem with many partial solutions","volume":"42","author":"Zaitsev","year":"2015","journal-title":"J. Magn. Reson Imaging"},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib16","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1615\/CritRevBiomedEng.2014008058","article-title":"Compressed sensing MRI: a review","volume":"41","author":"Geethanath","year":"2013","journal-title":"Crit. Rev. Biomed. Eng."},{"issue":"4","key":"10.1016\/j.ejro.2025.100656_bib17","doi-asserted-by":"crossref","first-page":"966","DOI":"10.1002\/jmri.25547","article-title":"Compressed sensing for body MRI","volume":"45","author":"Feng","year":"2017","journal-title":"J. Magn. Reson Imaging"},{"issue":"1","key":"10.1016\/j.ejro.2025.100656_bib18","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1002\/jmri.23639","article-title":"Parallel MR imaging","volume":"36","author":"Deshmane","year":"2012","journal-title":"J. Magn. Reson Imaging"},{"issue":"2","key":"10.1016\/j.ejro.2025.100656_bib19","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1002\/jmri.20969","article-title":"Measurement of signal-to-noise ratios in MR images: influence of multichannel coils, parallel imaging, and reconstruction filters","volume":"26","author":"Dietrich","year":"2007","journal-title":"J. Magn. Reson Imaging"},{"issue":"6","key":"10.1016\/j.ejro.2025.100656_bib20","doi-asserted-by":"crossref","first-page":"1712","DOI":"10.1002\/jmri.25507","article-title":"Knee imaging: rapid three-dimensional fast spin-echo using compressed sensing","volume":"45","author":"Kijowski","year":"2017","journal-title":"J. Magn. Reson. Imaging"},{"key":"10.1016\/j.ejro.2025.100656_bib21","doi-asserted-by":"crossref","first-page":"204825","DOI":"10.1109\/ACCESS.2020.3034287","article-title":"An adaptive intelligence algorithm for undersampled knee MRI reconstruction","volume":"8","author":"Pezzotti","year":"2020","journal-title":"IEEE Access"},{"issue":"1146","key":"10.1016\/j.ejro.2025.100656_bib22","doi-asserted-by":"crossref","first-page":"20220074","DOI":"10.1259\/bjr.20220074","article-title":"A deep learning-based reconstruction approach for accelerated magnetic resonance image of the knee with compressed sense: evaluation in healthy volunteers","volume":"96","author":"Iuga","year":"2023","journal-title":"Br. J. Radiol."},{"issue":"20","key":"10.1016\/j.ejro.2025.100656_bib23","doi-asserted-by":"crossref","first-page":"3241","DOI":"10.3390\/diagnostics13203241","article-title":"Image quality and diagnostic performance of accelerated 2D hip MRI with deep learning reconstruction based on a deep iterative hierarchical network","volume":"13","author":"Herrmann","year":"2023","journal-title":"Diagnostics"},{"issue":"12","key":"10.1016\/j.ejro.2025.100656_bib24","doi-asserted-by":"crossref","first-page":"8376","DOI":"10.1007\/s00330-022-08919-9","article-title":"Deep learning\u2013based acceleration of compressed sense MR imaging of the ankle","volume":"32","author":"Foreman","year":"2022","journal-title":"Eur. Radiol."},{"key":"10.1016\/j.ejro.2025.100656_bib25","doi-asserted-by":"crossref","first-page":"17","DOI":"10.3389\/fcvm.2020.00017","article-title":"From compressed-sensing to artificial intelligence-based cardiac mri reconstruction","volume":"7","author":"Bustin","year":"2020","journal-title":"Front. Cardiovasc. Med."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib26","doi-asserted-by":"crossref","DOI":"10.3390\/diagnostics13030418","article-title":"Conventional and deep-learning-based image reconstructions of undersampled k-space data of the lumbar spine using compressed sensing in MRI: a comparative study on 20 subjects","volume":"13","author":"Fervers","year":"2023","journal-title":"Diagnostics"},{"issue":"1","key":"10.1016\/j.ejro.2025.100656_bib27","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1186\/s41747-023-00377-2","article-title":"Reconstruction of shoulder MRI using deep learning and compressed sensing: a validation study on healthy volunteers","volume":"7","author":"Dratsch","year":"2023","journal-title":"Eur. Radiol. Exp."},{"issue":"19","key":"10.1016\/j.ejro.2025.100656_bib28","doi-asserted-by":"crossref","first-page":"1169","DOI":"10.1136\/bjsports-2016-096743","article-title":"The Warwick agreement on femoroacetabular impingement syndrome (FAI syndrome): an international consensus statement","volume":"50","author":"Griffin","year":"2016","journal-title":"Br. J. Sports Med"},{"issue":"10","key":"10.1016\/j.ejro.2025.100656_bib29","doi-asserted-by":"crossref","first-page":"5281","DOI":"10.1007\/s00330-020-06822-9","article-title":"The Lisbon agreement on femoroacetabular impingement imaging\u2014part 1: overview","volume":"30","author":"Mascarenhas","year":"2020","journal-title":"Eur. Radiol."},{"issue":"7","key":"10.1016\/j.ejro.2025.100656_bib30","doi-asserted-by":"crossref","first-page":"4634","DOI":"10.1007\/s00330-020-07432-1","article-title":"The Lisbon Agreement on femoroacetabular impingement imaging-part 2: general issues, parameters, and reporting","volume":"31","author":"Mascarenhas","year":"2021","journal-title":"Eur. Radiol."},{"issue":"7","key":"10.1016\/j.ejro.2025.100656_bib31","doi-asserted-by":"crossref","first-page":"4652","DOI":"10.1007\/s00330-020-07501-5","article-title":"The Lisbon Agreement on Femoroacetabular Impingement Imaging-part 3: imaging techniques","volume":"31","author":"Castro","year":"2021","journal-title":"Eur. Radiol."},{"key":"10.1016\/j.ejro.2025.100656_bib32","doi-asserted-by":"crossref","unstructured":"J. Zhang, B. Ghanem, ISTA-Net: interpretable optimization-inspired deep network for image compressive sensing, 2018.","DOI":"10.1109\/CVPR.2018.00196"},{"issue":"6","key":"10.1016\/j.ejro.2025.100656_bib33","doi-asserted-by":"crossref","first-page":"1952","DOI":"10.1002\/jmri.27816","article-title":"Seeking a widely adoptable practical standard to estimate signal-to-noise ratio in magnetic resonance imaging for multiple-coil reconstructions","volume":"54","author":"Montin","year":"2021","journal-title":"J. Magn. Reson Imaging"},{"issue":"5","key":"10.1016\/j.ejro.2025.100656_bib34","doi-asserted-by":"crossref","first-page":"534","DOI":"10.1016\/j.arthro.2007.11.019","article-title":"A geographic zone method to describe intra-articular pathology in hip arthroscopy: cadaveric study and preliminary report","volume":"24","author":"Ilizaliturri","year":"2008","journal-title":"Arthrosc.: J. Arthrosc. Relat. Surg."},{"issue":"12","key":"10.1016\/j.ejro.2025.100656_bib35","doi-asserted-by":"crossref","first-page":"2725","DOI":"10.1177\/0363546512465400","article-title":"Microfracture for acetabular chondral defects in patients with femoroacetabular impingement: results at second-look arthroscopic surgery","volume":"40","author":"Karthikeyan","year":"2012","journal-title":"Am. J. Sports Med."},{"key":"10.1016\/j.ejro.2025.100656_bib36","series-title":"Femoroacetabular Impingement","first-page":"113","article-title":"Normal and pathological arthroscopic view in hip arthroscopy","author":"Griffin","year":"2012"},{"issue":"5","key":"10.1016\/j.ejro.2025.100656_bib37","doi-asserted-by":"crossref","first-page":"2139","DOI":"10.1002\/mrm.27178","article-title":"Super-resolution musculoskeletal MRI using deep learning","volume":"80","author":"Chaudhari","year":"2018","journal-title":"Magn. Reson. Med."},{"issue":"6","key":"10.1016\/j.ejro.2025.100656_bib38","doi-asserted-by":"crossref","DOI":"10.1148\/ryai.2021200278","article-title":"Analysis and evaluation of a deep learning reconstruction approach with denoising for orthopedic MRI","volume":"3","author":"Koch","year":"2021","journal-title":"Radiol. Artif. Intell."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib39","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1148\/radiol.12110357","article-title":"New developments in hip imaging","volume":"264","author":"Sutter","year":"2012","journal-title":"Radiology"},{"issue":"1","key":"10.1016\/j.ejro.2025.100656_bib40","doi-asserted-by":"crossref","first-page":"160","DOI":"10.2214\/AJR.12.10266","article-title":"Hip MRI: how useful is intraarticular contrast material for evaluating surgically proven lesions of the labrum and articular cartilage?","volume":"202","author":"Sutter","year":"2014","journal-title":"Am. J. Roentgenol."},{"issue":"3","key":"10.1016\/j.ejro.2025.100656_bib41","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1148\/radiol.2503080276","article-title":"Pain and other side effects after MR arthrography: prospective evaluation in 1085 patients","volume":"250","author":"Saupe","year":"2009","journal-title":"Radiology"},{"issue":"6","key":"10.1016\/j.ejro.2025.100656_bib42","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1016\/j.rcl.2018.06.009","article-title":"Current concepts of femoroacetabular impingement","volume":"56","author":"Ghaffari","year":"2018","journal-title":"Radiol. Clin. N. Am."}],"container-title":["European Journal of Radiology Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2352047725000231?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2352047725000231?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T03:20:27Z","timestamp":1749871227000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2352047725000231"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":42,"alternative-id":["S2352047725000231"],"URL":"https:\/\/doi.org\/10.1016\/j.ejro.2025.100656","relation":{},"ISSN":["2352-0477"],"issn-type":[{"value":"2352-0477","type":"print"}],"subject":[],"published":{"date-parts":[[2025,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Deep learning-based acceleration of high-resolution compressed sense MR imaging of the hip","name":"articletitle","label":"Article Title"},{"value":"European Journal of Radiology Open","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ejro.2025.100656","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 The Author(s). Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"100656"}}