{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T15:18:42Z","timestamp":1778167122554,"version":"3.51.4"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T00:00:00Z","timestamp":1574726400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T00:00:00Z","timestamp":1574726400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100014984","name":"ESSR","doi-asserted-by":"crossref","award":["YIG 2018"],"award-info":[{"award-number":["YIG 2018"]}],"id":[{"id":"10.13039\/100014984","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Radiol med"],"published-print":{"date-parts":[[2020,2]]},"DOI":"10.1007\/s11547-019-01110-z","type":"journal-article","created":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T16:02:40Z","timestamp":1574784160000},"page":"197-203","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Radiomics of peripheral nerves MRI in mild carpal and cubital tunnel syndrome"],"prefix":"10.1007","volume":"125","author":[{"given":"Federica","family":"Rossi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bianca","family":"Bignotti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenzo","family":"Bianchi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riccardo","family":"Picasso","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlo","family":"Martinoli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1736-0697","authenticated-orcid":false,"given":"Alberto Stefano","family":"Tagliafico","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,11,26]]},"reference":[{"key":"1110_CR1","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1038\/nrneurol.2017.31","volume":"13","author":"R Gasparotti","year":"2017","unstructured":"Gasparotti R, Padua L, Briani C et al (2017) New technologies for the assessment of neuropathies. Nat Rev Neurol 13:203\u2013216","journal-title":"Nat Rev Neurol"},{"key":"1110_CR2","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1007\/s11604-018-0765-9","volume":"36","author":"C Visalli","year":"2018","unstructured":"Visalli C, Cavallaro M, Concerto A et al (2018) Ultrasonography of traumatic injuries to limb peripheral nerves: technical aspects and spectrum of features. Jpn J Radiol 36:592\u2013602","journal-title":"Jpn J Radiol"},{"key":"1110_CR3","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1007\/s11910-012-0328-x","volume":"13","author":"JI Suk","year":"2013","unstructured":"Suk JI, Walker FO, Cartwright MS (2013) Ultrasonography of peripheral nerves. Curr Neurol Neurosci Rep 13:328","journal-title":"Curr Neurol Neurosci Rep"},{"key":"1110_CR4","doi-asserted-by":"publisher","first-page":"1234","DOI":"10.1007\/s00330-017-5043-1","volume":"28","author":"D Wang","year":"2018","unstructured":"Wang D, Wang C, Duan X et al (2018) MR T2 value of the tibial nerve can be used as a potential non-invasive and quantitative biomarker for the diagnosis of diabetic peripheral neuropathy. Eur Radiol 28:1234\u20131241","journal-title":"Eur Radiol"},{"key":"1110_CR5","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1097\/RLI.0000000000000394","volume":"52","author":"M Kronlage","year":"2017","unstructured":"Kronlage M, Pitarokoili K, Schwarz D et al (2017) Diffusion tensor imaging in chronic inflammatory demyelinating polyneuropathy: diagnostic accuracy and correlation with electrophysiology. Invest Radiol 52:701\u2013707","journal-title":"Invest Radiol"},{"key":"1110_CR6","doi-asserted-by":"crossref","unstructured":"Tagliafico A, Bignotti B, Tagliafico G, et al Peripheral nerve MRI: precision and reproducibility of T2*-derived measurements at 30-T: a feasibility study. Skeletal Radiol 44:679-686","DOI":"10.1007\/s00256-015-2106-8"},{"key":"1110_CR7","doi-asserted-by":"publisher","first-page":"e68","DOI":"10.1097\/MD.0000000000000068","volume":"93","author":"AS Tagliafico","year":"2014","unstructured":"Tagliafico AS, Tagliafico G (2014) Fascicular ratio: a new parameter to evaluate peripheral nerve pathology on magnetic resonance imaging: a feasibility study on a 3T MRI system. Med (Baltimore) 93:e68","journal-title":"Med (Baltimore)"},{"key":"1110_CR8","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1007\/s00330-017-4976-8","volume":"28","author":"A Chhabra","year":"2018","unstructured":"Chhabra A, Madhuranthakam AJ, Andreisek G (2018) Magnetic resonance neurography: current perspectives and literature review. Eur Radiol 28:698\u2013707","journal-title":"Eur Radiol"},{"key":"1110_CR9","doi-asserted-by":"publisher","first-page":"726","DOI":"10.4329\/wjr.v8.i8.726","volume":"8","author":"AS Tagliafico","year":"2016","unstructured":"Tagliafico AS (2016) Peripheral nerve imaging: not only cross-sectional area. World J Radiol 8:726\u2013728","journal-title":"World J Radiol"},{"key":"1110_CR10","doi-asserted-by":"publisher","first-page":"1588","DOI":"10.1016\/j.ultrasmedbio.2010.07.009","volume":"36","author":"A Tagliafico","year":"2010","unstructured":"Tagliafico A, Tagliafico G, Martinoli C (2010) Nerve density: a new parameter to evaluate peripheral nerve pathology on ultrasound. Preliminary study. Ultrasound Med Biol 36:1588\u20131593","journal-title":"Ultrasound Med Biol"},{"key":"1110_CR11","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1148\/radiol.11111060","volume":"261","author":"AS Tagliafico","year":"2011","unstructured":"Tagliafico AS (2011) Ulnar neuropathy at the elbow: is MR imaging reliable? Radiology 261:659\u2013660","journal-title":"Radiology"},{"key":"1110_CR12","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1148\/radiol.11102357","volume":"260","author":"P B\u00e4umer","year":"2011","unstructured":"B\u00e4umer P, Dombert T, Staub F et al (2011) Ulnar neuropathy at the elbow: MR neurography- nerve T2 signal increase and caliber. Radiology 260:199\u2013206","journal-title":"Radiology"},{"key":"1110_CR13","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1148\/radiol.2521081614","volume":"252","author":"DB Husarik","year":"2009","unstructured":"Husarik DB, Saupe N, Pfirrmann CW et al (2009) Elbow nerves: MR findings in 60 asymptomatic subjects- normal anatomy, variants and pitfalls. Radiology 252:148\u2013156","journal-title":"Radiology"},{"key":"1110_CR14","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1016\/j.ejca.2011.11.036","volume":"48","author":"P Lambin","year":"2012","unstructured":"Lambin P, Rios-Velazquez E, Leijenaar R et al (2012) Radiomics: extracting more information from medical images using advance feature analysis. Eur J Cancer 48:441\u2013446","journal-title":"Eur J Cancer"},{"key":"1110_CR15","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1148\/radiol.2015151169","volume":"278","author":"RJ Gillies","year":"2016","unstructured":"Gillies RJ, Kinahan PE, Hricak H (2016) Radiomics: images are more than pictures, they are data. Radiology 278:563\u2013577","journal-title":"Radiology"},{"key":"1110_CR16","doi-asserted-by":"publisher","first-page":"749","DOI":"10.1038\/nrclinonc.2017.141","volume":"14","author":"P Lambin","year":"2017","unstructured":"Lambin P, Leijenaar RTH, Deist TM et al (2017) Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol 14:749\u2013762","journal-title":"Nat Rev Clin Oncol"},{"key":"1110_CR17","doi-asserted-by":"publisher","first-page":"2065","DOI":"10.1016\/j.ejrad.2014.08.007","volume":"83","author":"SH Koh","year":"2014","unstructured":"Koh SH, Kwon BC, Park C et al (2014) A comparison of the performance of anatomical MRI and DTI in diagnosing carpal tunnel syndrome. Eur J Radiol 83:2065\u20132073","journal-title":"Eur J Radiol"},{"key":"1110_CR18","doi-asserted-by":"publisher","first-page":"1323","DOI":"10.1016\/j.mri.2012.05.001","volume":"30","author":"A Fedorov","year":"2012","unstructured":"Fedorov A, Beichel R, Kalpathy-Cramer J et al (2012) 3D Slicer as an image computing platform for the quantitative imaging network. Magn Reson Imaging 30:1323\u20131341","journal-title":"Magn Reson Imaging"},{"key":"1110_CR19","doi-asserted-by":"publisher","first-page":"e102107","DOI":"10.1371\/journal.pone.0102107","volume":"9","author":"C Parmar","year":"2014","unstructured":"Parmar C, Rios Velazques E, Leijenaar R et al (2014) Robust radiomics feature quantification using semiautomatic volumetric segmentation. PLoS ONE 9:e102107","journal-title":"PLoS ONE"},{"key":"1110_CR20","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1007\/BF02048482","volume":"18","author":"L Padua","year":"1997","unstructured":"Padua L, Lo Monaco M, Padua R (1997) Neurophysiological classification of carpal tunnel syndrome: assessment of 600 symptomatic hands. Ital J Neurol Sci 18:145\u2013150","journal-title":"Ital J Neurol Sci"},{"key":"1110_CR21","first-page":"818","volume":"31","author":"Y Gu","year":"2011","unstructured":"Gu Y (2011) Current status and suggestion of clinical classification of carpal and cubital tunnel syndromes. Zhongguo Gu Yu Guan Jie Sun Shang Za Zhi. 31:818\u2013819","journal-title":"Zhongguo Gu Yu Guan Jie Sun Shang Za Zhi."},{"key":"1110_CR22","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1080\/23808993.2016.1164013","volume":"1","author":"V Parekh","year":"2016","unstructured":"Parekh V, Jacobs MA (2016) Radiomics: a new application from established techniques. Expert Rev Precis Med Drug Dev 1:207\u2013226","journal-title":"Expert Rev Precis Med Drug Dev"},{"key":"1110_CR23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28163-4","volume-title":"Ultrasound of the musculoskeletal system","author":"S Bianchi","year":"2007","unstructured":"Bianchi S, Martinoli C (2007) Ultrasound of the musculoskeletal system. Springer, Bonn"},{"key":"1110_CR24","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1007\/s00256-011-1143-1","volume":"41","author":"TK Subhawong","year":"2012","unstructured":"Subhawong TK, Wang KC, Thawait SK, Williams EH et al (2012) High resolution imaging of tunnels by magnetic resonance neurography. Skeletal Radiol 41:15\u201331","journal-title":"Skeletal Radiol"},{"key":"1110_CR25","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/S0146-664X(75)80008-6","volume":"4","author":"MM Galloway","year":"1975","unstructured":"Galloway MM (1975) Texture analysis using gray level run lengths. Comput Gr Image Process 4:172\u2013179","journal-title":"Comput Gr Image Process"},{"key":"1110_CR26","unstructured":"Tustison N, Gee J (2008) Run-Length Matrices For Texture Analysis. Insight J 1-6"},{"key":"1110_CR27","unstructured":"Zwanenburg, A., Leger, S., Valli\u00e8res, et al (2016) Image biomarker standardisation initiative - feature definitions. arXiv preprint arXiv 1612"},{"issue":"9","key":"1110_CR28","doi-asserted-by":"publisher","first-page":"777","DOI":"10.3389\/fneur.2018.00777","volume":"19","author":"F Balsiger","year":"2018","unstructured":"Balsiger F, Steindel C, Arn M et al (2018) Segmentation of peripheral nerves from magnetic resonance neurography: a fully-automatic. Deep learning-based approach. Front Neurol 19(9):777","journal-title":"Front Neurol"},{"key":"1110_CR29","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.1016\/j.acra.2016.03.013","volume":"23","author":"PF Felisaz","year":"2016","unstructured":"Felisaz PF, Balducci F, Gitto S et al (2016) Nerve fascicles and epineurium volume segmentation of peripheral nerve using magnetic resonance micro-neurography. Acad Radiol 23:1000\u20131007","journal-title":"Acad Radiol"},{"key":"1110_CR30","doi-asserted-by":"crossref","unstructured":"Felisaz PF, Maugeri G, Busi V, et al (2017) MR Micro-neurography and a segmentation protocol applied to diabetic neuropathy. Radiol Res Pract 2761818","DOI":"10.1155\/2017\/2761818"}],"container-title":["La radiologia medica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11547-019-01110-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11547-019-01110-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11547-019-01110-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T01:44:15Z","timestamp":1606268655000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11547-019-01110-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,26]]},"references-count":30,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2020,2]]}},"alternative-id":["1110"],"URL":"https:\/\/doi.org\/10.1007\/s11547-019-01110-z","relation":{},"ISSN":["0033-8362","1826-6983"],"issn-type":[{"value":"0033-8362","type":"print"},{"value":"1826-6983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11,26]]},"assertion":[{"value":"6 August 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 November 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 November 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"Rossi Federica has received research grants from the European Society of Musculoskeletal Radiology (ESSR), Young Researchers Grant 2018.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and\/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.\u201d","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}