Development and Validation of a Machine Learning Model for Predicting the Prognosis of Older Patients with Gastric Cancer: A Retrospective, Population-Based Cohort Study In China

被引:0
|
作者
Huang, Ze-Ning [1 ,2 ]
Zhang, Xing-Qi [1 ,2 ]
Wu, Ju [1 ,2 ,3 ]
Zheng, Chang-Yue [1 ,2 ]
Xie, Rong-Zhen [1 ,2 ]
Wu, Ying-Xin [1 ,2 ,4 ]
Liu, Xiao-Dong [5 ]
Chen, Qi-Yue [1 ,2 ]
Xie, Jian-Wei [1 ,2 ]
Li, Ping [1 ,2 ]
Zheng, Chao-Hui [1 ,2 ]
Lin, Jian-Xian [1 ,2 ]
Zhou, Yanbing [5 ]
Huang, Chang-Ming [1 ,2 ]
机构
[1] Department of Gastric Surgery, Fujian Medical University Union Hospital, Fujian Province, Fuzhou, China
[2] Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fujian Province, Fuzhou,350108, China
[3] Department of General Surgery, Affiliated Zhongshan Hospital of Dalian University, Liaoning Province, Dalian, China
[4] Section for Gastrointestinal Surgery, Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Sichuan Province, Ch
[5] Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Shandong Province, Qingdao, China
来源
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Diagnosis - Diseases - Forestry - Hospitals - Machine learning
引用
收藏
相关论文
共 50 条
  • [41] Prevalence and prognosis of molecular phenotypes in breast cancer patients by age: a population-based retrospective cohort study in western Algeria
    Belhadj, Amina
    Seddiki, Sonia
    Belhadj, Adel
    Zakmout, Badra
    Araba, Abd El Kader Amine
    Sahraoui, Tewfik
    PAN AFRICAN MEDICAL JOURNAL, 2021, 38 : 1 - 9
  • [42] Prognostic factors in metastatic gastric cancer: results of a population-based, retrospective cohort study in Ontario
    Dixon, Matthew
    Mahar, Alyson L.
    Helyer, Lucy K.
    Vasilevska-Ristovska, Jovanka
    Law, Calvin
    Coburn, Natalie G.
    GASTRIC CANCER, 2016, 19 (01) : 150 - 159
  • [43] Prognostic factors in metastatic gastric cancer: results of a population-based, retrospective cohort study in Ontario
    Matthew Dixon
    Alyson L. Mahar
    Lucy K. Helyer
    Jovanka Vasilevska-Ristovska
    Calvin Law
    Natalie G. Coburn
    Gastric Cancer, 2016, 19 : 150 - 159
  • [44] Development and Validation of Upper Limb Lymphedema in Patients After Breast Cancer Surgery Using a Practicable Machine Learning Model: A Retrospective Cohort Study
    Peng, Xixi
    Lu, Ziyue
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2024, 17 : 3799 - 3812
  • [45] Development and validation of machine learning models for diagnosis and prognosis of cancer by urinary proteomics, based on the FLEMENGHO cohort
    Wang, Shuncong
    Wei, Dongmei
    Zhao, Yanling
    Pang, Xin
    Zhang, Zhenyu
    AMERICAN JOURNAL OF CANCER RESEARCH, 2024, 14 (02):
  • [46] Effect of Age at Diagnosis on the Prognosis of Gastric Cancer Patients: A Population-Based Study in Georgia
    Zhizhilashvili, Saba
    Mchedlishvili, Irakli
    Jankarashvili, Natalia
    Camacho, Rolando
    Mebonia, Nana
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (06)
  • [47] HYPOVITAMINOSIS D AND RISK FOR SUBSEQUENT DEVELOPMENT OF CANCER: A POPULATION-BASED RETROSPECTIVE COHORT STUDY
    Thacher, T. D.
    Johnson, C. R.
    Dudenkov, D. V.
    Mara, K. C.
    Maxson, J. A.
    Fischer, P. R.
    OSTEOPOROSIS INTERNATIONAL, 2020, 31 (SUPPL 1) : S291 - S291
  • [48] Construction and Validation of Nomograms for Predicting the Prognosis of Uterine Leiomyosarcoma: A Population-Based Study
    Meng, Yue
    Yang, Yuebo
    Zhang, Yu
    Li, Xiaomao
    MEDICAL SCIENCE MONITOR, 2020, 26
  • [49] FAMILIAL AGGREGATION OF GASTRIC CANCER: A POPULATION-BASED COHORT STUDY
    Leung, Wai Keung
    Ho, Hsiu J.
    Lin, Jaw-Town
    Wu, Chun-Ying
    GASTROENTEROLOGY, 2018, 154 (06) : S510 - S510
  • [50] Development and Validation of a Prognostic Classification Model Predicting Postoperative Adverse Outcomes in Older Surgical Patients Using a Machine Learning Algorithm: Retrospective Observational Network Study
    Choi, Jung-Yeon
    Yoo, Sooyoung
    Song, Wongeun
    Kim, Seok
    Baek, Hyunyoung
    Lee, Jun Suh
    Yoon, Yoo-Seok
    Yoon, Seonghae
    Lee, Hae-Young
    Kim, Kwang-il
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 25