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Impact of small area-level deprivation on survival outcomes in patients with Cholangiocarcinoma: a population-based multilevel survival analysis.

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Title: Impact of small area-level deprivation on survival outcomes in patients with Cholangiocarcinoma: a population-based multilevel survival analysis.
Authors: Lee J; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea., Kim A; Office of Public Healthcare Service, Pusan National University Hospital, Busan, Republic of Korea., Jang S; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea., Kim C; Department of Preventive Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea., Kim DU; Gumi Medical Center, Department of Internal Medicine, CHA University, Gumi, Republic of Korea., Han SY; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea., Lee SH; Department of Family Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Family Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea., Yi YH; Department of Family Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Family Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea., Park H; Department of Surgery, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Surgery and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea., Yi K; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea., Hong SM; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea., Lee HJ; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Obstetrics and Gynecology, School of Medicine, Pusan National University, Busan, Republic of Korea.
Source: Frontiers in public health [Front Public Health] 2026 Apr 30; Vol. 14, pp. 1771770. Date of Electronic Publication: 2026 Apr 30 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+A%22">Kim A</searchLink>; Office of Public Healthcare Service, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jang+S%22">Jang S</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+C%22">Kim C</searchLink>; Department of Preventive Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+DU%22">Kim DU</searchLink>; Gumi Medical Center, Department of Internal Medicine, CHA University, Gumi, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Han+SY%22">Han SY</searchLink>; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+SH%22">Lee SH</searchLink>; Department of Family Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Family Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Yi+YH%22">Yi YH</searchLink>; Department of Family Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Family Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+H%22">Park H</searchLink>; Department of Surgery, School of Medicine, Pusan National University, Busan, Republic of Korea.; Department of Surgery and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Yi+K%22">Yi K</searchLink>; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Hong+SM%22">Hong SM</searchLink>; Department of Internal Medicine, School of Medicine, Pusan National University, Busan, Republic of Korea.; Division of Gastroenterology, Department of Internal Medicine and Biomedical Research Institute, Busan National University Hospital, Busan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+HJ%22">Lee HJ</searchLink>; Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.; Department of Obstetrics and Gynecology, School of Medicine, Pusan National University, Busan, Republic of Korea.
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