{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T16:09:04Z","timestamp":1787069344720,"version":"build-2736575974"},"reference-count":31,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Neuroradiology"],"published-print":{"date-parts":[[2022,3]]},"DOI":"10.1016\/j.neurad.2021.07.006","type":"journal-article","created":{"date-parts":[[2021,8,4]],"date-time":"2021-08-04T02:41:45Z","timestamp":1628044905000},"page":"213-218","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":39,"title":["Tumor radiomics signature for artificial neural network-assisted detection of neck metastasis in patient with tongue cancer"],"prefix":"10.1016","volume":"49","author":[{"given":"Yi-Wei","family":"Zhong","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1916-6073","authenticated-orcid":false,"given":"Yin","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuang","family":"Dong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5888-1208","authenticated-orcid":false,"given":"Wen-Jie","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3757-3403","authenticated-orcid":false,"given":"Ling-Xiao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ming-Wei","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.neurad.2021.07.006_bib0001","doi-asserted-by":"crossref","first-page":"1224","DOI":"10.1002\/cncr.2820690526","article-title":"Prognostic factors for survival and tumor control in cervical lymph node metastases from head and neck cancer. A multivariate study of 492 cases","volume":"69","author":"Cerezo","year":"1992","journal-title":"Cancer"},{"key":"10.1016\/j.neurad.2021.07.006_bib0002","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1016\/S0002-9610(02)01378-8","article-title":"Impact of lymph node metastasis on the pattern of failure and survival in oral carcinomas","volume":"185","author":"Shingaki","year":"2003","journal-title":"Am J Surg"},{"key":"10.1016\/j.neurad.2021.07.006_bib0003","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1007\/s10555-007-9082-y","article-title":"Metastasis of squamous cell carcinoma of the oral tongue","volume":"26","author":"Sano","year":"2007","journal-title":"Cancer Metastasis Rev"},{"key":"10.1016\/j.neurad.2021.07.006_bib0004","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1097\/00000658-200002000-00012","article-title":"Preoperative evaluation of patients with primary head and neck cancer using dual-head 18fluorodeoxyglucose positron emission tomography","volume":"231","author":"Stokkel","year":"2000","journal-title":"Ann Surg"},{"key":"10.1016\/j.neurad.2021.07.006_bib0005","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1016\/j.ejrad.2007.02.037","article-title":"Detection of lymph node metastases in head and neck cancer: A meta-analysis comparing US, USgFNAC, CT and MR imaging","volume":"64","author":"de Bondt","year":"2007","journal-title":"Eur J Radiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0006","first-page":"1291","article-title":"Computed tomography versus magnetic resonance imaging for diagnosing cervical lymph node metastasis of head and neck cancer: A systematic review and meta-analysis","volume":"8","author":"Sun","year":"2015","journal-title":"Onco Targets Ther"},{"key":"10.1016\/j.neurad.2021.07.006_bib0007","doi-asserted-by":"crossref","first-page":"14036","DOI":"10.1038\/s41598-018-32441-y","article-title":"Pretreatment identification of head and neck cancer nodal metastasis and extranodal extension using deep learning neural networks","volume":"8","author":"Kann","year":"2018","journal-title":"Scientific reports"},{"key":"10.1016\/j.neurad.2021.07.006_bib0008","doi-asserted-by":"crossref","DOI":"10.1088\/1361-6560\/ab083a","article-title":"Combining many-objective radiomics and 3D convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer","volume":"64","author":"Chen","year":"2019","journal-title":"Phys Med Biol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0009","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1007\/s10278-019-00309-w","article-title":"Classifying neck lymph nodes of head and neck squamous cell carcinoma in MRI images with radiomic features","volume":"33","author":"Ho","year":"2020","journal-title":"J Digital Imag"},{"key":"10.1016\/j.neurad.2021.07.006_bib0010","doi-asserted-by":"crossref","first-page":"6172","DOI":"10.1007\/s00330-019-06159-y","article-title":"Head and neck squamous cell carcinoma: prediction of cervical lymph node metastasis by dual-energy CT texture analysis with machine learning","volume":"29","author":"Forghani","year":"2019","journal-title":"Eur Radiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0011","doi-asserted-by":"crossref","DOI":"10.1016\/j.joms.2020.06.015","article-title":"Machine learning predicts lymph node metastasis in early-stage oral tongue squamous cell carcinoma","author":"Shan","year":"2020","journal-title":"J Oral Maxillofac Surg"},{"key":"10.1016\/j.neurad.2021.07.006_bib0012","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.ejca.2011.11.036","article-title":"Radiomics: Extracting more information from medical images using advanced feature analysis","volume":"48","author":"Lambin","year":"2012","journal-title":"Eur J Cancer"},{"key":"10.1016\/j.neurad.2021.07.006_bib0013","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1038\/nrclinonc.2017.141","article-title":"Radiomics: The bridge between medical imaging and personalized medicine","volume":"14","author":"Lambin","year":"2017","journal-title":"Nat Rev Clin Oncol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0014","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.neurad.2019.07.001","article-title":"Artificial neuroradiology: Between human and artificial networks of neurons?","volume":"46","author":"Attye","year":"2019","journal-title":"J Neuroradiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0015","doi-asserted-by":"crossref","first-page":"6904","DOI":"10.1158\/1078-0432.CCR-17-1510","article-title":"A radiomics nomogram for the preoperative prediction of lymph node metastasis in bladder cancer","volume":"23","author":"Wu","year":"2017","journal-title":"Clin Cancer Res"},{"key":"10.1016\/j.neurad.2021.07.006_bib0016","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.ejrad.2019.01.003","article-title":"Preoperative prediction of pelvic lymph nodes metastasis in early-stage cervical cancer using radiomics nomogram developed based on T2-weighted MRI and diffusion-weighted imaging","volume":"114","author":"Wang","year":"2019","journal-title":"Eur J Radiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0017","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1007\/s00330-018-5581-1","article-title":"Radiomics nomogram outperforms size criteria in discriminating lymph node metastasis in resectable esophageal squamous cell carcinoma","volume":"29","author":"Tan","year":"2019","journal-title":"Eur Radiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0018","doi-asserted-by":"crossref","first-page":"2157","DOI":"10.1200\/JCO.2015.65.9128","article-title":"Development and validation of a radiomics nomogram for preoperative prediction of lymph node metastasis in colorectal cancer","volume":"34","author":"Huang","year":"2016","journal-title":"J Clin Oncol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0019","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/S0928-0987(97)10028-8","article-title":"Advantages of Artificial Neural Networks (ANNs) as alternative modelling technique for data sets showing non-linear relationships using data from a galenical study on a solid dosage form","volume":"7","author":"Bourquin","year":"1998","journal-title":"Eur J Pharm Sci"},{"key":"10.1016\/j.neurad.2021.07.006_bib0020","series-title":"International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Interactive Medical Image Computing Workshop","article-title":"An effective interactive medical image segmentation method using fast GrowCut","author":"Zhu","year":"2014"},{"key":"10.1016\/j.neurad.2021.07.006_bib0021","doi-asserted-by":"crossref","first-page":"1341","DOI":"10.1118\/1.4908210","article-title":"IBEX: An open infrastructure software platform to facilitate collaborative work in radiomics","volume":"42","author":"Zhang","year":"2015","journal-title":"Med Phys"},{"key":"10.1016\/j.neurad.2021.07.006_bib0022","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1002\/sim.2929","article-title":"Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond","volume":"27","author":"Pencina","year":"2008","journal-title":"Stat Med"},{"key":"10.1016\/j.neurad.2021.07.006_bib0023","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1001\/jamaoto.2016.1281","article-title":"Elective neck dissection vs observation in early-stage squamous cell carcinoma of the oral tongue with no clinically apparent lymph node metastasis in the neck: a systematic review and meta-analysis","volume":"142","author":"Abu-Ghanem","year":"2016","journal-title":"JAMA Otolaryngol Head Neck Surg"},{"key":"10.1016\/j.neurad.2021.07.006_bib0024","doi-asserted-by":"crossref","first-page":"1273","DOI":"10.1288\/00005537-197207000-00017","article-title":"Occult regional metastasis: Carcinoma of the oral tongue","volume":"82","author":"Lee","year":"1972","journal-title":"Laryngoscope"},{"key":"10.1016\/j.neurad.2021.07.006_bib0025","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1016\/j.oraloncology.2015.11.010","article-title":"Tumor thickness and risk of lymph node metastasis in patients with squamous cell carcinoma of the tongue","volume":"53","author":"Mucke","year":"2016","journal-title":"Oral Oncol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0026","doi-asserted-by":"crossref","first-page":"934","DOI":"10.1097\/PAS.0000000000000667","article-title":"Anatomic invasive depth predicts delayed cervical lymph node metastasis of tongue squamous cell carcinoma","volume":"40","author":"Mitani","year":"2016","journal-title":"Am J Surg Pathol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0027","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.oooo.2014.03.023","article-title":"Tumor thickness as a predictive factor of lymph node metastasis and disease recurrence in T1N0 and T2N0 squamous cell carcinoma of the oral tongue","volume":"118","author":"Matos","year":"2014","journal-title":"Oral Surg Oral Med Oral Pathol Oral Radiol"},{"key":"10.1016\/j.neurad.2021.07.006_bib0028","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1002\/(SICI)1097-0347(199710)19:7<583::AID-HED4>3.0.CO;2-3","article-title":"Elective neck dissection versus observation in the treatment of early oral tongue carcinoma","volume":"19","author":"Yuen","year":"1997","journal-title":"Head Neck"},{"key":"10.1016\/j.neurad.2021.07.006_bib0029","doi-asserted-by":"crossref","first-page":"1066","DOI":"10.1002\/cncr.23278","article-title":"Neck treatment of patients with early stage oral tongue cancer: comparison between observation, supraomohyoid dissection, and extended dissection","volume":"112","author":"Huang","year":"2008","journal-title":"Cancer"},{"key":"10.1016\/j.neurad.2021.07.006_bib0030","doi-asserted-by":"crossref","first-page":"2252","DOI":"10.1002\/lary.25954","article-title":"Isolated perifacial lymph node metastasis in oral squamous cell carcinoma with clinically node-negative neck","volume":"126","author":"Agarwal","year":"2016","journal-title":"Laryngoscope"},{"key":"10.1016\/j.neurad.2021.07.006_bib0031","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1016\/S0002-9610(05)80554-9","article-title":"Patterns of cervical lymph node metastasis from squamous carcinomas of the upper aerodigestive tract","volume":"160","author":"Shah","year":"1990","journal-title":"Am J Surg"}],"container-title":["Journal of Neuroradiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0150986121001395?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0150986121001395?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T10:45:43Z","timestamp":1758969943000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0150986121001395"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,3]]}},"alternative-id":["S0150986121001395"],"URL":"https:\/\/doi.org\/10.1016\/j.neurad.2021.07.006","relation":{},"ISSN":["0150-9861"],"issn-type":[{"value":"0150-9861","type":"print"}],"subject":[],"published":{"date-parts":[[2022,3]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Tumor radiomics signature for artificial neural network-assisted detection of neck metastasis in patient with tongue cancer","name":"articletitle","label":"Article Title"},{"value":"Journal of Neuroradiology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neurad.2021.07.006","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2021 Elsevier Masson SAS. All rights reserved.","name":"copyright","label":"Copyright"}]}}