Machine learning improves prediction of severity and outcomes of acute pancreatitis: a prospective multi-center cohort study

被引:0
|
作者
Jia-Ning Li
Dong Mu
Shi-Cheng Zheng
Wei Tian
Zuo-Yan Wu
Jie Meng
Rui-Feng Wang
Tian-Lei Zheng
Yue-Lun Zhang
John Windsor
Guo-Tao Lu
Dong Wu
机构
[1] Chinese Academy of Medical Sciences & Peking Union Medical College,Department of Gastroenterology, Peking Union Medical College Hospital
[2] General Hospital of Western Theater Command,Department of Gastroenterology
[3] West China Longquan Hospital Sichuan University,Department of Gastroenterology
[4] Fangshan Liangxiang Hospital of Beijing,Department of Gastroenterology
[5] The Sixth Hospital of Beijing,Department of Gastroenterology
[6] Affiliated Hospital of Hebei University,Department of Gastroenterology
[7] The Fourth Affiliated Hospital of Harbin Medical University,Department of Gastroenterology
[8] Affiliated Hospital of Xuzhou Medical University,Artificial Intelligence Unit, Department of Medical Equipment Management
[9] Chinese Academy of Medical Sciences & Peking Union Medical College,Medical Research Center, Peking Union Medical College Hospital
[10] University of Auckland,Surgical and Translational Research Centre, Faculty of Medical and Health Sciences
[11] Auckland,Department of Gastroenterology, Affiliated Hospital of Yangzhou University
[12] Yangzhou University,State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital
[13] Chinese Academy of Medical Sciences & Peking Union Medical College,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1934 / 1937
页数:3
相关论文
共 50 条
  • [31] The relationship between NICU stress and neurodevelopmental outcomes of preterm infants: A multi-center prospective cohort study in China
    Xing, Limin
    Zhang, Dan
    Cao, Mi
    Zhang, Jun
    JOURNAL OF PEDIATRIC NURSING-NURSING CARE OF CHILDREN & FAMILIES, 2023, 71 : E90 - E96
  • [32] Treatment outcomes of esophageal cancer in Eastern Africa: protocol of a multi-center, prospective, observational, open cohort study
    Geoffrey C. Buckle
    Alita Mrema
    Michael Mwachiro
    Yona Ringo
    Msiba Selekwa
    Gift Mulima
    Fatma F. Some
    Blandina T. Mmbaga
    Gita N. Mody
    Li Zhang
    Alan Paciorek
    Larry Akoko
    Paul Ayuo
    Stephen Burgert
    Elizabeth Bukusi
    Anthony Charles
    Winnie Chepkemoi
    Gladys Chesumbai
    Bongani Kaimila
    Aida Kenseko
    Kitembo Salum Kibwana
    David Koech
    Caren Macharia
    Ezekiel N. Moirana
    Beatrice Paul Mushi
    Alex Mremi
    Julius Mwaiselage
    Ally Mwanga
    Jerry Ndumbalo
    Gissela Nvakunga
    Mamsau Ngoma
    Margaret Oduor
    Mark Oloo
    Jesse Opakas
    Robert Parker
    Saruni Seno
    Ande Salima
    Furaha Servent
    Andrew Wandera
    Kate D. Westmoreland
    Russell E. White
    Brittney Williams
    Elia J. Mmbaga
    Katherine Van Loon
    BMC Cancer, 22
  • [33] Nosocomial Rotavirus Gastroenteritis in pediatric patients: a multi-center prospective cohort study
    Filippo Festini
    Priscilla Cocchi
    Daniela Mambretti
    Bruna Tagliabue
    Milena Carotti
    Daniele Ciofi
    Klaus P Biermann
    Roberto Schiatti
    Franco M Ruggeri
    Fernando Maria De Benedictis
    Alessandro Plebani
    Alfredo Guarino
    Maurizio de Martino
    BMC Infectious Diseases, 10
  • [34] Metabolic Subtyping of Adrenal Tumors: Prospective Multi-Center Cohort Study in Korea
    Ku, Eu Jeong
    Lee, Chaelin
    Shim, Jaeyoon
    Lee, Sihoon
    Kim, Kyoung-Ah
    Kim, Sang Wan
    Rhee, Yumie
    Kim, Hyo-Jeong
    Lim, Jung Soo
    Chung, Choon Hee
    Chun, Sung Wan
    Yoo, Soon-Jib
    Ryu, Ohk-Hyun
    Cho, Ho Chan
    Hong, A. Ram
    Ahn, Chang Ho
    Kim, Jung Hee
    Choi, Man Ho
    ENDOCRINOLOGY AND METABOLISM, 2021, 36 (05) : 1131 - 1141
  • [35] A Multi-Center Prospective Study on the Healing of Neuro-Ischemic Ulcers in Singapore: A Prospective Cohort Study
    Meng, Lingyan
    Bishnoi, Priya
    Lo, Zhiwen Joseph
    Yong, Enming
    Chong, Tze Tec
    Carmody, David
    Dharmaraj, Rajesh Babu
    Ng, Yi Zhen
    Harding, Keith
    Ho, Pei
    HEALTH SCIENCE REPORTS, 2025, 8 (01)
  • [36] Effectiveness of Lactational Amenorrhea Method in Ethiopia: A Multi-Center Prospective Cohort Study
    Eticha, Tadesse Gure
    Girma, Sagni
    Mamo, Galana
    Asefa, Fekede
    Birhanu, Abdi
    Taye, Bedasa
    Alemu, Addisu
    Nigussie, Kabtamu
    Gedefaw, Abel
    Genet, Tinsae
    Amenu, Demisew
    Mekuria, Thomas
    Tura, Abera Kenay
    OPEN ACCESS JOURNAL OF CONTRACEPTION, 2023, 14 : 149 - 157
  • [37] Nosocomial Rotavirus Gastroenteritis in pediatric patients: a multi-center prospective cohort study
    Festini, Filippo
    Cocchi, Priscilla
    Mambretti, Daniela
    Tagliabue, Bruna
    Carotti, Milena
    Ciofi, Daniele
    Biermann, Klaus P.
    Schiatti, Roberto
    Ruggeri, Franco M.
    De Benedictis, Fernando Maria
    Plebani, Alessandro
    Guarino, Alfredo
    de Martino, Maurizio
    BMC INFECTIOUS DISEASES, 2010, 10
  • [38] Machine learning-based prediction of acute severity in infants hospitalized for bronchiolitis: a multicenter prospective study
    Yoshihiko Raita
    Carlos A. Camargo
    Charles G. Macias
    Jonathan M. Mansbach
    Pedro A. Piedra
    Stephen C. Porter
    Stephen J. Teach
    Kohei Hasegawa
    Scientific Reports, 10
  • [39] Machine learning-based prediction of acute severity in infants hospitalized for bronchiolitis: a multicenter prospective study
    Raita, Yoshihiko
    Camargo, Carlos A., Jr.
    Macias, Charles G.
    Mansbach, Jonathan M.
    Piedra, Pedro A.
    Porter, Stephen C.
    Teach, Stephen J.
    Hasegawa, Kohei
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [40] COVID-19 severity in asthma patients: A multi-center matched cohort study
    Robinson, Lacey
    Wang, Liqin
    Fu, Xiaoquing
    Wallace, Zachary
    Long, Aidan
    Zhang, Yuqing
    Camargo, Carlos
    Blumenthal, Kimberly
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2021, 147 (02) : AB241 - AB241