{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T23:12:31Z","timestamp":1776726751673,"version":"3.51.2"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T00:00:00Z","timestamp":1739145600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T00:00:00Z","timestamp":1739145600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Natural Science Foundation Project of Jiangsu Province","award":["BK20241122"],"award-info":[{"award-number":["BK20241122"]}]},{"name":"The Joint Open Research Fund of Nanjing University of Posts and Telecommunications & Jiangsu Province Hospital and the Medical Engineering Translational Fund of Jiangsu Province Hospital","award":["RG202412"],"award-info":[{"award-number":["RG202412"]}]},{"name":"The Joint Open Research Fund of Nanjing University of Posts and Telecommunications & Jiangsu Province Hospital and the Medical Engineering Translational Fund of Jiangsu Province Hospital","award":["RG202413"],"award-info":[{"award-number":["RG202413"]}]},{"name":"Young Scholars Fostering Fund of the First Affiliated Hospital of Nanjing Medical University","award":["Grant no. PY2021043"],"award-info":[{"award-number":["Grant no. PY2021043"]}]},{"name":"Nanjing Postdoctoral Science Foundation"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Surg Endosc"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1007\/s00464-025-11573-z","type":"journal-article","created":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T16:52:20Z","timestamp":1739206340000},"page":"2239-2249","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Endoscopic ultrasound-based radiomics for predicting pathologic upgrade in esophageal low-grade intraepithelial neoplasia"],"prefix":"10.1007","volume":"39","author":[{"given":"Yajing","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuhan","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shumei","family":"Miao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Han","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoying","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9473-8521","authenticated-orcid":false,"given":"Feihong","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,2,10]]},"reference":[{"key":"11573_CR1","doi-asserted-by":"publisher","first-page":"229","DOI":"10.3322\/caac.21834","volume":"74","author":"F Bray","year":"2024","unstructured":"Bray F, Laversanne M, Sung H et al (2024) Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 74:229\u2013263","journal-title":"CA Cancer J Clin"},{"key":"11573_CR2","doi-asserted-by":"crossref","first-page":"294","DOI":"10.21147\/j.issn.1000-9604.2017.04.02","volume":"29","author":"W Chen","year":"2017","unstructured":"Chen W, Zeng H, Chen R et al (2017) Evaluating efficacy of screening for upper gastrointestinal cancer in China: a study protocol for a randomized controlled trial. Chin J Cancer Res 29:294\u2013302","journal-title":"Chin J Cancer Res"},{"key":"11573_CR3","doi-asserted-by":"crossref","first-page":"791","DOI":"10.1016\/j.gtc.2021.07.004","volume":"50","author":"MT Wei","year":"2021","unstructured":"Wei MT, Friedland S (2021) Early esophageal cancer: What the gastroenterologist needs to know. Gastroenterol Clin North Am 50:791\u2013808","journal-title":"Gastroenterol Clin North Am"},{"key":"11573_CR4","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1111\/1751-2980.13095","volume":"23","author":"H Chen","year":"2022","unstructured":"Chen H, Zhou XY, Li S et al (2022) Endoscopic detection of esophageal low-grade squamous dysplasia: How to predict pathologic upgrades before treatment? J Dig Dis 23:209\u2013219","journal-title":"J Dig Dis"},{"key":"11573_CR5","doi-asserted-by":"crossref","first-page":"1529","DOI":"10.1016\/j.cgh.2018.01.002","volume":"16","author":"JH Rubenstein","year":"2018","unstructured":"Rubenstein JH, Waljee AK, Dwamena B et al (2018) Yield of higher-grade neoplasia in Barrett\u2019s esophagus with low-grade dysplasia is double in the first year following diagnosis. Clin Gastroenterol Hepatol 16:1529\u20131530","journal-title":"Clin Gastroenterol Hepatol"},{"key":"11573_CR6","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1016\/j.gie.2020.03.3756","volume":"92","author":"RE Pouw","year":"2020","unstructured":"Pouw RE, Klaver E, Phoa KN et al (2020) Radiofrequency ablation for low-grade dysplasia in Barrett\u2019s esophagus: long-term outcome of a randomized trial. Gastrointest Endosc 92:569\u2013574","journal-title":"Gastrointest Endosc"},{"key":"11573_CR7","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1016\/j.gie.2017.10.011","volume":"87","author":"S Wani","year":"2018","unstructured":"Standards of Practice Committee, Wani S, Qumseya B et al (2018) Endoscopic eradication therapy for patients with Barrett\u2019s esophagus-associated dysplasia and intramucosal cancer. Gastrointest Endosc 87:907\u2013931","journal-title":"Gastrointest Endosc"},{"key":"11573_CR8","volume":"5","author":"H Li","year":"2022","unstructured":"Li H, Wu H, Cao M et al (2022) Long-term incidence rates of esophageal squamous cell carcinoma in Chinese patients with low-grade intraepithelial neoplasia and association of surveillance endoscopy with incidence. JAMA Netw Open 5:e2247415","journal-title":"JAMA Netw Open"},{"key":"11573_CR9","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1186\/s12962-020-00230-y","volume":"18","author":"Y Li","year":"2020","unstructured":"Li Y, Du L, Wang Y et al (2020) Modeling the cost-effectiveness of esophageal cancer screening in China. Cost Eff Resour Alloc 18:33","journal-title":"Cost Eff Resour Alloc"},{"key":"11573_CR10","doi-asserted-by":"crossref","first-page":"575","DOI":"10.1016\/j.gie.2020.05.007","volume":"92","author":"R Krishnamoorthi","year":"2020","unstructured":"Krishnamoorthi R (2020) Endoscopic therapy or surveillance for Barrett\u2019s esophagus with low-grade dysplasia: time to involve patients in shared decision making. Gastrointest Endosc 92:575\u2013577","journal-title":"Gastrointest Endosc"},{"key":"11573_CR11","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1055\/a-2176-2440","volume":"55","author":"W Blam","year":"2023","unstructured":"Blam W et al (2023) Diagnosis and management of Barrett esophagus: European Society of Gastrointestinal Endoscopy (ESGE) guideline. Endoscopy 55:1124","journal-title":"Endoscopy"},{"key":"11573_CR12","doi-asserted-by":"crossref","first-page":"1058","DOI":"10.1111\/jgh.14571","volume":"34","author":"YJ Park","year":"2019","unstructured":"Park YJ, Kim GH, Park DY et al (2019) Histopathologic discrepancies between endoscopic forceps biopsy and endoscopic resection specimens in superficial esophageal squamous neoplasms. J Gastroenterol Hepatol 34:1058\u20131065","journal-title":"J Gastroenterol Hepatol"},{"key":"11573_CR13","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1016\/j.gie.2017.06.025","volume":"86","author":"S Abe","year":"2017","unstructured":"Abe S, Iyer PG, Oda I et al (2017) Approaches for stricture prevention after esophageal endoscopic resection. Gastrointest Endosc 86:779\u2013791","journal-title":"Gastrointest Endosc"},{"key":"11573_CR14","first-page":"853","volume":"49","author":"MW Lee","year":"2014","unstructured":"Lee MW, Kim GH et al (2014) Predicting the invasion depth of esophageal squamous cell carcinoma: comparison of endoscopic ultrasonography and magnifying endoscopy. Scand J Gastroenterol 49:853\u2013861","journal-title":"Scand J Gastroenterol"},{"key":"11573_CR15","doi-asserted-by":"crossref","first-page":"4483","DOI":"10.1200\/JCO.2005.20.644","volume":"23","author":"CJ Lightdale","year":"2005","unstructured":"Lightdale CJ, Kulkarni KG (2005) Role of endoscopic ultrasonography in the staging and follow-up of esophageal cancer. J Clin Oncol 23:4483\u20134489","journal-title":"J Clin Oncol"},{"key":"11573_CR16","doi-asserted-by":"crossref","first-page":"S33","DOI":"10.1102\/1470-7330.2008.9007","volume":"8","author":"LE Quint","year":"2008","unstructured":"Quint LE, Bogot NR (2008) Staging esophageal cancer. Cancer Imaging 8:S33\u2013S42","journal-title":"Cancer Imaging"},{"key":"11573_CR17","doi-asserted-by":"crossref","first-page":"2768","DOI":"10.1007\/s00330-022-09228-x","volume":"33","author":"X Jia","year":"2022","unstructured":"Jia X, Wan L, Chen X et al (2022) Risk stratification for 1- to 2-cm gastric gastrointestinal stromal tumors: visual assessment of CT and EUS high-risk features versus CT radiomics analysis. Eur Radiol 33:2768\u20132778","journal-title":"Eur Radiol"},{"key":"11573_CR18","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1080\/00365521.2023.2175179","volume":"58","author":"L Liu","year":"2023","unstructured":"Liu L, Chen J, Shan J et al (2023) Development and validation of an EUS-based nomogram for prediction of the malignant potential in gastrointestinal stromal tumors. Scand J Gastroenterol 58:830\u2013837","journal-title":"Scand J Gastroenterol"},{"key":"11573_CR19","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.humpath.2020.10.015","volume":"108","author":"AK Lam","year":"2021","unstructured":"Lam AK (2021) Updates on World Health Organization classification and staging of esophageal tumors: implications for future clinical practice. Hum Pathol 108:100\u2013112","journal-title":"Hum Pathol"},{"issue":"7","key":"11573_CR20","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1007\/s11604-024-01547-x","volume":"42","author":"K Sakanaka","year":"2024","unstructured":"Sakanaka K (2024) Treatment strategy for early-stage esophageal cancer. Jpn J Radiol 42(7):677\u2013684","journal-title":"Jpn J Radiol"},{"key":"11573_CR21","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1186\/s12885-021-08764-x","volume":"21","author":"C Niu","year":"2021","unstructured":"Niu C, Liu Y, Wang J et al (2021) Risk factors for esophageal squamous cell carcinoma and its histological precursor lesions in China: a multicenter cross-sectional study. BMC Cancer 21:1034","journal-title":"BMC Cancer"},{"key":"11573_CR22","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1055\/a-1751-5742","volume":"54","author":"PH Deprez","year":"2022","unstructured":"Deprez PH, Moons LMG, O\u2019Toole D et al (2022) Endoscopic management of subepithelial lesions including neuroendocrine neoplasms: European Society of Gastrointestinal Endoscopy (ESGE) Guideline. Endoscopy 54:412\u2013429","journal-title":"Endoscopy"},{"key":"11573_CR23","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1055\/s-2005-861142","volume":"37","author":"MB Mortensen","year":"2005","unstructured":"Mortensen MB, Fristrup C, Holm FS et al (2005) Prospective evaluation of patient tolerability, satisfaction with patient information, and complications in endoscopic ultrasonography. Endoscopy 37:146\u2013153","journal-title":"Endoscopy"},{"key":"11573_CR24","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/S0016-5107(99)70484-0","volume":"49","author":"E Buscarini","year":"1999","unstructured":"Buscarini E, Di Stasi M, Rossi S et al (1999) Endosonographic diagnosis of submucosal upper gastrointestinal tract lesions and large fold gastropathies by catheter ultrasound probe. Gastrointest Endosc 49:184\u2013191","journal-title":"Gastrointest Endosc"},{"key":"11573_CR25","doi-asserted-by":"crossref","first-page":"534","DOI":"10.3390\/curroncol29020048","volume":"29","author":"R Ishihara","year":"2022","unstructured":"Ishihara R (2022) Endoscopic diagnosis and treatment of superficial esophageal squamous cell cancer: Present status and future perspectives. Curr Oncol 29:534\u2013543","journal-title":"Curr Oncol"},{"key":"11573_CR26","doi-asserted-by":"crossref","first-page":"6875","DOI":"10.1002\/cam4.3338","volume":"9","author":"J Fan","year":"2020","unstructured":"Fan J, Liu Z, Mao X et al (2020) Global trends in the incidence and mortality of esophageal cancer from 1990 to 2017. Cancer Med 9:6875\u20136887","journal-title":"Cancer Med"},{"key":"11573_CR27","doi-asserted-by":"crossref","first-page":"4178","DOI":"10.1158\/0008-5472.CAN-11-3983","volume":"72","author":"M Zhang","year":"2012","unstructured":"Zhang M, Mathur A, Zhang Y et al (2012) Mithramycin represses basal and cigarette smoke-induced expression of ABCG2 and inhibits stem cell signaling in lung and esophageal cancer cells. Cancer Res 72:4178\u20134192","journal-title":"Cancer Res"},{"key":"11573_CR28","doi-asserted-by":"crossref","first-page":"S7","DOI":"10.1067\/msy.2002.119288","volume":"131","author":"M Miyazaki","year":"2002","unstructured":"Miyazaki M, Ohno S, Futatsugi M et al (2002) The relation of alcohol consumption and cigarette smoking to the multiple occurrence of esophageal dysplasia and squamous cell carcinoma. Surgery 131:S7\u2013S13","journal-title":"Surgery"},{"key":"11573_CR29","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.crad.2011.08.012","volume":"67","author":"B Ganeshan","year":"2012","unstructured":"Ganeshan B, Skogen K, Pressney I et al (2012) Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: preliminary evidence of an association with tumour metabolism, stage, and survival. Clin Radiol 67:157\u2013164","journal-title":"Clin Radiol"},{"key":"11573_CR30","doi-asserted-by":"crossref","first-page":"1904","DOI":"10.1111\/1759-7714.13163","volume":"10","author":"X Wang","year":"2019","unstructured":"Wang X, Kong C, Xu W et al (2019) Decoding tumor mutation burden and driver mutations in early stage lung adenocarcinoma using CT-based radiomics signature. Thorac Cancer 10:1904\u20131912","journal-title":"Thorac Cancer"},{"key":"11573_CR31","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1002\/jmri.25606","volume":"46","author":"S Bickelhaupt","year":"2017","unstructured":"Bickelhaupt S, Paech D, Kickingereder P et al (2017) Prediction of malignancy by a radiomic signature from contrast agent-free diffusion MRI in suspicious breast lesions found on screening mammography. Magn Reson Imaging 46:604\u2013616","journal-title":"Magn Reson Imaging"},{"key":"11573_CR32","doi-asserted-by":"crossref","first-page":"5930","DOI":"10.1007\/s00330-022-08776-6","volume":"32","author":"F Chu","year":"2022","unstructured":"Chu F, Liu Y, Liu Q et al (2022) Development and validation of MRI-based radiomics signatures models for prediction of disease-free survival and overall survival in patients with esophageal squamous cell carcinoma. Eur Radiol 32:5930\u20135942","journal-title":"Eur Radiol"},{"key":"11573_CR33","doi-asserted-by":"crossref","first-page":"906","DOI":"10.1007\/s00330-018-5583-z","volume":"29","author":"J Qu","year":"2019","unstructured":"Qu J, Shen C, Qin J et al (2019) The MR radiomic signature can predict preoperative lymph node metastasis in patients with esophageal cancer. Eur Radiol 29:906\u2013914","journal-title":"Eur Radiol"}],"container-title":["Surgical Endoscopy"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00464-025-11573-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00464-025-11573-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00464-025-11573-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T03:52:52Z","timestamp":1743047572000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00464-025-11573-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,10]]},"references-count":33,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,4]]}},"alternative-id":["11573"],"URL":"https:\/\/doi.org\/10.1007\/s00464-025-11573-z","relation":{},"ISSN":["0930-2794","1432-2218"],"issn-type":[{"value":"0930-2794","type":"print"},{"value":"1432-2218","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2,10]]},"assertion":[{"value":"13 September 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 January 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 February 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Drs. Yajing Chen, Shuhan Sun, Shumei Miao, Han Chen, Xiaoying Zhou, and Feihong Yu have no conflicts of interest or financial ties to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosures"}}]}}