Predictive modeling for early detection of refractory esophageal stricture following esophageal atresia surgery: insight from a machine learning study.

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Title: Predictive modeling for early detection of refractory esophageal stricture following esophageal atresia surgery: insight from a machine learning study.
Authors: Xie C; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Wang D; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Wang A; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Zhao Y; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Liao J; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Zhang Y; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Hua K; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Gu Y; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Du J; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Sun D; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China., Guo J; Department of Radiology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. jianlin@163.com., Li S; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. 275353301@qq.com., Huang J; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. hjsbch@163.com.
Source: Pediatric surgery international [Pediatr Surg Int] 2025 Jun 26; Vol. 41 (1), pp. 196. Date of Electronic Publication: 2025 Jun 26.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 8609169 Publication Model: Electronic Cited Medium: Internet ISSN: 1437-9813 (Electronic) Linking ISSN: 01790358 NLM ISO Abbreviation: Pediatr Surg Int Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Xie+C%22">Xie C</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Wang+D%22">Wang D</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Wang+A%22">Wang A</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Zhao+Y%22">Zhao Y</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Liao+J%22">Liao J</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Hua+K%22">Hua K</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Gu+Y%22">Gu Y</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Du+J%22">Du J</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Sun+D%22">Sun D</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China.<br /><searchLink fieldCode="AU" term="%22Guo+J%22">Guo J</searchLink>; Department of Radiology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. jianlin@163.com.<br /><searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. 275353301@qq.com.<br /><searchLink fieldCode="AU" term="%22Huang+J%22">Huang J</searchLink>; Department of Neonatal Surgery, Beijing Childrens Hospital, Capital Medical University, National Center for Children's Health, No. 56 Nalishi Road, Xicheng District, Beijing, 100045, China. hjsbch@163.com.
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  Data: <searchLink fieldCode="JN" term="%228609169%22">Pediatric surgery international</searchLink> [Pediatr Surg Int] 2025 Jun 26; Vol. 41 (1), pp. 196. <i>Date of Electronic Publication: </i>2025 Jun 26.
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