External Validation of a Population-Based Multimodal Machine Learning Prediction Model for Wellbeing in a Depression and Elderly Cohort

被引:0
|
作者
Pelt, Dirk H. M. [1 ,2 ]
Habets, Philippe [3 ]
Heymans, Martijn W. [2 ,4 ]
Huisman, Martijn [2 ,4 ,5 ]
Vinkers, Christiaan H. [2 ,3 ,6 ,7 ]
Pool, Rene [1 ]
Penninx, Brenda W. J. H. [2 ,3 ,7 ]
Bartels, Meike [1 ,2 ]
机构
[1] Vrije Univ Amsterdam, Biol Psychol, Amsterdam, Netherlands
[2] Amsterdam Univ Med Ctr, Amsterdam Publ Hlth Res Inst, Amsterdam, Netherlands
[3] Amsterdam Univ Med Ctr, Dept Psychiat, Amsterdam, Netherlands
[4] Amsterdam Univ Med Ctr, Dept Epidemiol & Datasci, Amsterdam, Netherlands
[5] Vrije Univ Amsterdam, Dept Sociol, Amsterdam, Netherlands
[6] Amsterdam Univ Med Ctr, Anat & Neurosci, Amsterdam, Netherlands
[7] Amsterdam Univ Med Ctr, Amsterdam Neurosci Mood Anxiety Psychosis Stress, Amsterdam, Netherlands
基金
欧洲研究理事会;
关键词
Wellbeing; Exposome; Polygenic scores; Machine learning prediction; External validation;
D O I
暂无
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
引用
收藏
页码:543 / 543
页数:1
相关论文
共 50 条
  • [41] Frailty Trajectories in an Elderly Population-Based Cohort
    Chamberlain, Alanna M.
    Rutten, Lila J. Finney
    Manemann, Sheila M.
    Yawn, Barbara P.
    Jacobson, Debra J.
    Fan, Chun
    Grossardt, Brandon R.
    Roger, Veronique L.
    Sauver, Jennifer L. St
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2016, 64 (02) : 285 - 292
  • [42] Derivation and validation of a new prediction model for sudden unexpected death in epilepsy based on a longitudinal prospective population-based cohort
    Liu, Qiang
    Tan, Bofei
    Zhang, Jie
    Jin, Yanzi
    Lei, Pingping
    Wang, Xu
    Li, Mengyun
    Qin, Yameng
    Zhang, Qing
    EPILEPSY & BEHAVIOR, 2023, 147
  • [43] Development and validation of a prognostic model of resectable small-cell lung cancer: a large population-based cohort study and external validation
    Wang, Yu
    Pang, Zhaofei
    Chen, Xiaowei
    Yan, Tao
    Liu, Jichang
    Du, Jiajun
    JOURNAL OF TRANSLATIONAL MEDICINE, 2020, 18 (01)
  • [44] Development and validation of a prognostic model of resectable small-cell lung cancer: a large population-based cohort study and external validation
    Yu Wang
    Zhaofei Pang
    Xiaowei Chen
    Tao Yan
    Jichang Liu
    Jiajun Du
    Journal of Translational Medicine, 18
  • [45] Prediction of late-onset depression in the elderly Korean population using machine learning algorithms
    Park, Jong Wan
    Ko, Chang Woo
    Lee, Diane Youngmi
    Kim, Jae Chul
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [46] Population-Based Validation of a Clinical Prediction Model for Congenital Diaphragmatic Hernias
    Bent, Daniel P.
    Nelson, Jason
    Kent, David M.
    Jen, Howard C.
    JOURNAL OF PEDIATRICS, 2018, 201 : 160 - +
  • [47] Development and Validation of a Personalized Survival Prediction Model for Uterine Adenosarcoma: A Population-Based Deep Learning Study
    Qu, Wenjie
    Liu, Qingqing
    Jiao, Xinlin
    Zhang, Teng
    Wang, Bingyu
    Li, Ningfeng
    Dong, Taotao
    Cui, Baoxia
    FRONTIERS IN ONCOLOGY, 2021, 10
  • [48] Triple-negative breast cancer survival prediction: population-based research using the SEER database and an external validation cohort
    Qiu, Yu
    Chen, Yan
    Shen, Haoyang
    Yan, Shuixin
    Li, Jiadi
    Wu, Weizhu
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [49] Prevalence of Depression in an Elderly Population: A Population-Based Study in Iran
    Majdi, Mohamad Reza
    Mobarhan, Majid Ghayour
    Salek, Maliheh
    Taghi, Mohamad
    Mokhber, Naghmeh
    IRANIAN JOURNAL OF PSYCHIATRY AND BEHAVIORAL SCIENCES, 2011, 5 (01) : 17 - 24
  • [50] A prediction model of Nephrolithiasis Risk: A population-based cohort study in Korea
    Mukasa, David
    Sung, Joohon
    INVESTIGATIVE AND CLINICAL UROLOGY, 2020, 61 (02) : 188 - 199