{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T16:25:03Z","timestamp":1790958303412,"version":"4.1.0"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T00:00:00Z","timestamp":1609632000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T00:00:00Z","timestamp":1609632000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100004271","name":"Sapienza Universit\u00e0 di Roma","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004271","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neuroradiology"],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1007\/s00234-020-02628-0","type":"journal-article","created":{"date-parts":[[2021,1,3]],"date-time":"2021-01-03T23:02:17Z","timestamp":1609714937000},"page":"1043-1052","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":30,"title":["CT texture-based radiomics analysis of carotid arteries identifies vulnerable patients: a preliminary outcome study"],"prefix":"10.1007","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6838-9532","authenticated-orcid":false,"given":"Fulvio","family":"Zaccagna","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Balaji","family":"Ganeshan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcello","family":"Arca","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco","family":"Rengo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alessandro","family":"Napoli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonardo","family":"Rundo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ashley M.","family":"Groves","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Laghi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Iacopo","family":"Carbone","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leon J.","family":"Menezes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,1,3]]},"reference":[{"key":"2628_CR1","doi-asserted-by":"publisher","unstructured":"Mortality and Causes of Death Collaborators (2015) Global, regional and national levels of age-specific mortality and 240 causes of death, 1990-2013 : A systematic analysis for the Global Burden of Disease Study 2013. Lancet 385:117\u201371. https:\/\/doi.org\/10.1016\/S0140-6736(14)61682-2","DOI":"10.1016\/S0140-6736(14)61682-2"},{"key":"2628_CR2","doi-asserted-by":"publisher","first-page":"979","DOI":"10.1016\/j.jacc.2007.10.052","volume":"51","author":"EI Levy","year":"2008","unstructured":"Levy EI, Mocco J, Samuelson RM, Ecker RD, Jahromi BS, Hopkins LN (2008) Optimal treatment of carotid artery disease. J Am Coll Cardiol 51:979\u2013985. https:\/\/doi.org\/10.1016\/j.jacc.2007.10.052","journal-title":"J Am Coll Cardiol"},{"key":"2628_CR3","first-page":"1235","volume":"337","author":"ESCT","year":"1991","unstructured":"ESCT (1991) MRC European Carotid Surgery Trial: interim results for symptomatic patients with severe (70-99%) or with mild (0-29%) carotid stenosis. European Carotid Surgery Trialists\u2019 Collaborative Group. Lancet 337:1235\u20131243","journal-title":"European Carotid Surgery Trialists\u2019 Collaborative Group. Lancet"},{"key":"2628_CR4","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1056\/NEJM199108153250701","volume":"325","author":"NASCET","year":"1991","unstructured":"NASCET (1991) Beneficial effect of carotid endarterectomy in sympotamatic patients with high-grade carotid stenosis. N Engl J Med 325:445\u2013453","journal-title":"N Engl J Med"},{"key":"2628_CR5","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.ejvs.2017.06.021","volume":"55","author":"AR Naylor","year":"2018","unstructured":"Naylor AR, Ricco JB, de Borst GJ, Debus S, de Haro J, Halliday A, Hamilton G, Kakisis J, Kakkos S, Lepidi S, Markus HS, McCabe DJ, Roy J, Sillesen H, van den Berg JC, Vermassen F, ESVS Guidelines Committee, Kolh P, Chakfe N, Hinchliffe RJ, Koncar I, Lindholt JS, Vega de Ceniga M, Verzini F, ESVS Guideline Reviewers, Archie J, Bellmunt S, Chaudhuri A, Koelemay M, Lindahl AK, Padberg F, Venermo M (2018) Editor\u2019s Choice \u2013 management of atherosclerotic carotid and vertebral artery disease: 2017 Clinical Practice Guidelines of the European Society for Vascular Surgery (ESVS). Eur J Vasc Endovasc Surg 55:3\u201381. https:\/\/doi.org\/10.1016\/j.ejvs.2017.06.021","journal-title":"Eur J Vasc Endovasc Surg"},{"key":"2628_CR6","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.1056\/NEJM199811123392002","volume":"339","author":"JMH Barnett","year":"1998","unstructured":"Barnett JMH, Taylor WD, Eliasziw M et al (1998) Benefit of carotid endarterectomy in patients with symptomatic moderate or severe stenosis. N Engl J Med 339:1415\u20131425","journal-title":"N Engl J Med"},{"key":"2628_CR7","doi-asserted-by":"publisher","first-page":"1664","DOI":"10.1161\/01.CIR.0000087481.55887.C9","volume":"108","author":"M Naghavi","year":"2003","unstructured":"Naghavi M, Libby P, Falk E, Casscells SW, Litovsky S, Rumberger J, Badimon JJ, Stefanadis C, Moreno P, Pasterkamp G, Fayad Z, Stone PH, Waxman S, Raggi P, Madjid M, Zarrabi A, Burke A, Yuan C, Fitzgerald PJ, Siscovick DS, de Korte CL, Aikawa M, Airaksinen KEJ, Assmann G, Becker CR, Chesebro JH, Farb A, Galis ZS, Jackson C, Jang IK, Koenig W, Lodder RA, March K, Demirovic J, Navab M, Priori SG, Rekhter MD, Bahr R, Grundy SM, Mehran R, Colombo A, Boerwinkle E, Ballantyne C, Insull W Jr, Schwartz RS, Vogel R, Serruys PW, Hansson GK, Faxon DP, Kaul S, Drexler H, Greenland P, Muller JE, Virmani R, Ridker PM, Zipes DP, Shah PK, Willerson JT (2003) From vulnerable plaque to vulnerable patient: a call for new definitions and risk assessment strategies: Part I. Circulation 108:1664\u20131772. https:\/\/doi.org\/10.1161\/01.CIR.0000087481.55887.C9","journal-title":"Circulation"},{"key":"2628_CR8","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1016\/j.jbiomech.2014.01.013","volume":"47","author":"Z Teng","year":"2014","unstructured":"Teng Z, Sadat U, Brown AJ, Gillard JH (2014) Plaque hemorrhage in carotid artery disease: pathogenesis, clinical and biomechanical considerations. J Biomech 47:847\u2013858. https:\/\/doi.org\/10.1016\/j.jbiomech.2014.01.013","journal-title":"J Biomech"},{"key":"2628_CR9","doi-asserted-by":"publisher","first-page":"1177","DOI":"10.1161\/01.ATV.20.5.1177","volume":"20","author":"HC Stary","year":"2000","unstructured":"Stary HC (2000) Natural history and histological classification of atherosclerotic lesions: an update. Arterioscler Thromb Vasc Biol 20:1177\u20131178","journal-title":"Arterioscler Thromb Vasc Biol"},{"key":"2628_CR10","doi-asserted-by":"publisher","first-page":"1355","DOI":"10.1161\/01.CIR.92.5.1355","volume":"92","author":"HC Stary","year":"1995","unstructured":"Stary HC, Chandler AB, Dinsmore RE, Fuster V, Glagov S, Insull W Jr, Rosenfeld ME, Schwartz CJ, Wagner WD, Wissler RW (1995) A definition of advanced types of atherosclerotic lesions and a histological classification of atherosclerosis. A report from the Committee on Vascular Lesions of the Council on Arteriosclerosis, American Heart Association. Circulation 92:1355\u20131374","journal-title":"Circulation"},{"key":"2628_CR11","doi-asserted-by":"publisher","unstructured":"Dweck MR, Maurovich-Horvat P, Leiner T, et al (2020) Contemporary rationale for non-invasive imaging of adverse coronary plaque features to identify the vulnerable patient: a Position Paper from the European Society of Cardiology Working Group on Atherosclerosis and Vascular Biology and the European Associa. Eur Hear J - Cardiovasc Imaging 1\u20137. https:\/\/doi.org\/10.1093\/ehjci\/jeaa201","DOI":"10.1093\/ehjci\/jeaa201"},{"key":"2628_CR12","doi-asserted-by":"publisher","first-page":"1042","DOI":"10.1093\/ehjci\/jex239","volume":"19","author":"H Sillesen","year":"2018","unstructured":"Sillesen H, Sartori S, Sandholt B, Baber U, Mehran R, Fuster V (2018) Carotid plaque thickness and carotid plaque burden predict future cardiovascular events in asymptomatic adult Americans. Eur Heart J Cardiovasc Imaging 19:1042\u20131050. https:\/\/doi.org\/10.1093\/ehjci\/jex239","journal-title":"Eur Heart J Cardiovasc Imaging"},{"key":"2628_CR13","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1007\/s11547-011-0651-3","volume":"117","author":"M Anzidei","year":"2012","unstructured":"Anzidei M, Napoli A, Zaccagna F, di Paolo P, Saba L, Cavallo Marincola B, Zini C, Cartocci G, di Mare L, Catalano C, Passariello R (2012) Diagnostic accuracy of colour Doppler ultrasonography, CT angiography and blood-pool-enhanced MR angiography in assessing carotid stenosis : a comparative study with DSA in 170 patients. Radiol Med 117:54\u201371. https:\/\/doi.org\/10.1007\/s11547-011-0651-3","journal-title":"Radiol Med"},{"key":"2628_CR14","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1148\/radiol.2512080284","volume":"251","author":"FM Chappell","year":"2009","unstructured":"Chappell FM, Wardlaw JM, Young GR, Gillard JH, Roditi GH, Yip B, Pell JP, Rothwell PM, Brown MM, Gough MJ, Randall MS (2009) Carotid artery stenosis: accuracy of noninvasive tests--individual patient data meta-analysis. Radiology 251:493\u2013502. https:\/\/doi.org\/10.1148\/radiol.2512080284","journal-title":"Radiology"},{"key":"2628_CR15","doi-asserted-by":"publisher","first-page":"875","DOI":"10.3174\/ajnr.A0950","volume":"29","author":"M Wintermark","year":"2008","unstructured":"Wintermark M, Jawadi SS, Rapp JH, Tihan T, Tong E, Glidden DV, Abedin S, Schaeffer S, Acevedo-Bolton G, Boudignon B, Orwoll B, Pan X, Saloner D (2008) High-resolution CT imaging of carotid artery atherosclerotic plaques. AJNR Am J Neuroradiol 29:875\u2013882. https:\/\/doi.org\/10.3174\/ajnr.A0950","journal-title":"AJNR Am J Neuroradiol"},{"key":"2628_CR16","doi-asserted-by":"publisher","first-page":"2366","DOI":"10.1161\/01.ATV.0000240518.90124.57","volume":"26","author":"TT De Weert","year":"2006","unstructured":"De Weert TT, Ouhlous M, Meijering E et al (2006) In vivo characterization and quantification of atherosclerotic carotid plaque components with multidetector computed tomography and histopathological correlation. Arterioscler Thromb Vasc Biol 26:2366\u20132372. https:\/\/doi.org\/10.1161\/01.ATV.0000240518.90124.57","journal-title":"Arterioscler Thromb Vasc Biol"},{"key":"2628_CR17","doi-asserted-by":"crossref","unstructured":"Miles KA, Ganeshan B, Hayball MP (2013) CT texture analysis using the filtration-histogram method: what do the measurements mean? Cancer Imaging 13:400\u20136. 10.1102\/1470-7330.2013.9045","DOI":"10.1102\/1470-7330.2013.9045"},{"key":"2628_CR18","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.chemolab.2004.02.005","volume":"72","author":"MH Bharati","year":"2004","unstructured":"Bharati MH, Liu JJ, MacGregor JF (2004) Image texture analysis: methods and comparisons. Chemom Intell Lab Syst 72:57\u201371. https:\/\/doi.org\/10.1016\/j.chemolab.2004.02.005","journal-title":"Chemom Intell Lab Syst"},{"key":"2628_CR19","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/s10278-011-9417-7","volume":"25","author":"G Garc\u00eda","year":"2012","unstructured":"Garc\u00eda G, Maiora J, Tapia A, De Blas M (2012) Evaluation of texture for classification of abdominal aortic aneurysm after endovascular repair. J Digit Imaging 25:369\u2013376. https:\/\/doi.org\/10.1007\/s10278-011-9417-7","journal-title":"J Digit Imaging"},{"key":"2628_CR20","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1016\/j.atherosclerosis.2014.01.001","volume":"233","author":"CW Kotze","year":"2014","unstructured":"Kotze CW, Rudd JHF, Ganeshan B, Menezes LJ, Brookes J, Agu O, Yusuf SW, Groves AM (2014) CT signal heterogeneity of abdominal aortic aneurysm as a possible predictive biomarker for expansion. Atherosclerosis 233:510\u2013517. https:\/\/doi.org\/10.1016\/j.atherosclerosis.2014.01.001","journal-title":"Atherosclerosis"},{"key":"2628_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-020-69226-1","volume":"10","author":"N Ding","year":"2020","unstructured":"Ding N, Hao Y, Wang Z, Xuan X, Kong L, Xue H, Jin Z (2020) CT texture analysis predicts abdominal aortic aneurysm post-endovascular aortic aneurysm repair progression. Sci Rep 10:1\u201310. https:\/\/doi.org\/10.1038\/s41598-020-69226-1","journal-title":"Sci Rep"},{"key":"2628_CR22","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1177\/0954411913480622","volume":"227","author":"UR Acharya","year":"2013","unstructured":"Acharya UR, Sree SV, Mookiah MRK, Saba L, Gao H, Mallarini G, Suri JS (2013) Computed tomography carotid wall plaque characterization using a combination of discrete wavelet transform and texture features: a pilot study. Proc Inst Mech Eng Part H J Eng Med 227:643\u2013654. https:\/\/doi.org\/10.1177\/0954411913480622","journal-title":"Proc Inst Mech Eng Part H J Eng Med"},{"key":"2628_CR23","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1007\/s11547-008-0304-3","volume":"113","author":"A Napoli","year":"2008","unstructured":"Napoli A, Anzidei M, Francone M, Cavallo Marincola B, Carbone I, Geiger D, Zaccagna F, di Paolo PL, Zini C, Catalano C, Passariello R (2008) 64-MDCT imaging of the coronary arteries and systemic arterial vascular tree in a single examination: optimisation of the scan protocol and contrast-agent administration. Radiol Med 113:799\u2013816. https:\/\/doi.org\/10.1007\/s11547-008-0304-3","journal-title":"Radiol Med"},{"key":"2628_CR24","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/S1567-5688(10)70076-3","volume":"11","author":"M Arca","year":"2010","unstructured":"Arca M, Pigna G, Zaccagna F, Cavallo Marincola B, Montali A, Iuliano L, Napoli A, Catalano C (2010) Atherosclerotic burden In asymptomatic patients with metabolic syndrome evaluated by computed tomography angiography. Atheroscler Suppl 11:18. https:\/\/doi.org\/10.1016\/S1567-5688(10)70076-3","journal-title":"Atheroscler Suppl"},{"key":"2628_CR25","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1016\/j.atherosclerosis.2010.12.038","volume":"215","author":"G Pigna","year":"2011","unstructured":"Pigna G, Napoli A, Zaccagna F, Marincola BC, Monticolo R, Catalano C, Iuliano L, Arca M (2011) The relationship between metabolic syndrome, its components, and the whole-body atherosclerotic disease burden as measured by computed tomography angiography. Atherosclerosis 215:417\u2013420","journal-title":"Atherosclerosis"},{"key":"2628_CR26","doi-asserted-by":"publisher","first-page":"796","DOI":"10.1007\/s00330-011-2319-8","volume":"22","author":"B Ganeshan","year":"2012","unstructured":"Ganeshan B, Panayiotou E, Burnand K, Dizdarevic S, Miles K (2012) Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: a potential marker of survival. Eur Radiol 22:796\u2013802. https:\/\/doi.org\/10.1007\/s00330-011-2319-8","journal-title":"Eur Radiol"},{"key":"2628_CR27","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1148\/radiol.11110264","volume":"261","author":"V Goh","year":"2011","unstructured":"Goh V, Ganeshan B, Nathan P, Juttla JK, Vinayan A, Miles KA (2011) Assessment of response to tyrosine kinase inhibitors in metastatic renal cell cancer: CT texture as a predictive biomarker. Radiology 261:165\u2013171. https:\/\/doi.org\/10.1148\/radiol.11110264","journal-title":"Radiology"},{"key":"2628_CR28","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1148\/radiol.2502071879","volume":"250","author":"KA Miles","year":"2009","unstructured":"Miles KA, Ganeshan B, Griffiths MR, Young RCD, Chatwin CR (2009) Colorectal cancer: texture analysis of portal phase hepatic CT images as a potential marker of survival. Radiology 250:444\u2013452. https:\/\/doi.org\/10.1148\/radiol.2502071879","journal-title":"Radiology"},{"key":"2628_CR29","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1111\/j.2517-6161.1995.tb02031.x","volume":"57","author":"Y Benjamini","year":"1995","unstructured":"Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate : a practical and powerful approach to multiple testing. J R Stat Soc 57:289\u2013300","journal-title":"J R Stat Soc"},{"key":"2628_CR30","volume-title":"Handbook of Biological Statistics","author":"JH McDonald","year":"2014","unstructured":"McDonald JH (2014) Handbook of Biological Statistics, 3rd edn. Sparky House Publishing, Baltimore, Maryland","edition":"3"},{"key":"2628_CR31","doi-asserted-by":"crossref","unstructured":"Golledge J, Greenhalgh RM, Davies AH (2000) The Symptomatic carotid plaque. 774\u2013781","DOI":"10.1161\/01.STR.31.3.774"},{"key":"2628_CR32","doi-asserted-by":"publisher","unstructured":"Nicolaides AN, Kakkos SK, Kyriacou E, et al (2010) Asymptomatic internal carotid artery stenosis and cerebrovascular risk stratification. J Vasc Surg 52:1486-1496.e5. https:\/\/doi.org\/10.1016\/j.jvs.2010.07.021","DOI":"10.1016\/j.jvs.2010.07.021"},{"key":"2628_CR33","doi-asserted-by":"publisher","first-page":"966","DOI":"10.1109\/TITB.2012.2192446","volume":"16","author":"EC Kyriacou","year":"2012","unstructured":"Kyriacou EC, Petroudi S, Pattichis CS, Pattichis MS, Griffin M, Kakkos S, Nicolaides A (2012) Prediction of high-risk asymptomatic carotid plaques based on ultrasonic image features. IEEE Trans Inf Technol Biomed 16:966\u2013973. https:\/\/doi.org\/10.1109\/TITB.2012.2192446","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"2628_CR34","doi-asserted-by":"publisher","first-page":"2695","DOI":"10.1161\/STROKEAHA.114.005752","volume":"45","author":"A van Engelen","year":"2014","unstructured":"van Engelen A, Wannarong T, Parraga G, Niessen WJ, Fenster A, Spence JD, de Bruijne M (2014) Three-dimensional carotid ultrasound plaque texture predicts vascular events. Stroke 45:2695\u20132701. https:\/\/doi.org\/10.1161\/STROKEAHA.114.005752","journal-title":"Stroke"},{"key":"2628_CR35","doi-asserted-by":"publisher","first-page":"1742","DOI":"10.1016\/j.ultrasmedbio.2018.03.013","volume":"44","author":"E Nyman","year":"2018","unstructured":"Nyman E, Lindqvist P, N\u00e4slund U, Gr\u00f6nlund C (2018) Risk marker variability in subclinical carotid plaques based on ultrasound is influenced by cardiac phase, echogenicity and size. Ultrasound Med Biol 44:1742\u20131750. https:\/\/doi.org\/10.1016\/j.ultrasmedbio.2018.03.013","journal-title":"Ultrasound Med Biol"},{"key":"2628_CR36","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/978-3-319-32703-7_69","volume":"57","author":"CP Loizou","year":"2016","unstructured":"Loizou CP, Pattichis CS, Pantziaris M et al (2016) Texture features variability in ultrasound video of atherosclerotic carotid plaques. IFMBE Proc 57:351\u2013354. https:\/\/doi.org\/10.1007\/978-3-319-32703-7_69","journal-title":"IFMBE Proc"},{"key":"2628_CR37","doi-asserted-by":"publisher","first-page":"688","DOI":"10.1007\/978-3-319-32703-7","volume":"57","author":"E Kyriacou","year":"2016","unstructured":"Kyriacou E, Christofides S, Pattichis CS (2016) A mathematical model of discharge coefficient for prosthetic valves\u2019 performance evaluation. IFMBE Proc 57:688\u2013693. https:\/\/doi.org\/10.1007\/978-3-319-32703-7","journal-title":"IFMBE Proc"},{"key":"2628_CR38","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/S0140-6736(99)04470-0","volume":"355","author":"PM Rothwell","year":"2000","unstructured":"Rothwell PM, Villagra R, Gibson R, Donders RCJM, Warlow CP (2000) Evidence of a chronic systemic cause of instability of atherosclerotic plaques. Lancet 355:19\u201324. https:\/\/doi.org\/10.1016\/S0140-6736(99)04470-0","journal-title":"Lancet"}],"container-title":["Neuroradiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00234-020-02628-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00234-020-02628-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00234-020-02628-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,20]],"date-time":"2024-08-20T16:43:55Z","timestamp":1724172235000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00234-020-02628-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,3]]},"references-count":38,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["2628"],"URL":"https:\/\/doi.org\/10.1007\/s00234-020-02628-0","relation":{},"ISSN":["0028-3940","1432-1920"],"issn-type":[{"value":"0028-3940","type":"print"},{"value":"1432-1920","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,3]]},"assertion":[{"value":"27 October 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 December 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 January 2021","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":"Balaji Ganeshan is the Co-Founder\/Co-Inventor of TexRAD texture analysis software used in this study and a shareholder (not an employee) of Feedback Plc., a UK-based company which owns, develops, and markets the TexRAD texture analysis software. All the other authors have no relevant financial or non-financial interests to disclose.","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.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study as part of previous IRB-approved studies conducted at our institution.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to participate"}},{"value":"We used a proprietary research software algorithm commercially available for research purposes.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Code availability"}}]}}