Development and internal validation of a machine-learning-developed model for predicting 1-year mortality after fragility hip fracture

被引：0
|
作者：
Nitchanant Kitcharanant
Pojchong Chotiyarnwong
Thiraphat Tanphiriyakun
Ekasame Vanitcharoenkul
Chantas Mahaisavariya
Wichian Boonyaprapa
Aasis Unnanuntana
机构：
[1] Chiang Mai University,Department of Orthopaedics, Faculty of Medicine
[2] Mahidol University,Department of Orthopaedic Surgery, Faculty of Medicine Siriraj Hospital
[3] Chiang Mai University,Biomedical Informatics Center, Faculty of Medicine
[4] Mahidol University,Golden Jubilee Medical Center, Faculty of Medicine Siriraj Hospital
[5] Mahidol University,Siriraj Information Technology Department, Faculty of Medicine Siriraj Hospital
来源：
BMC Geriatrics | / 22卷
关键词：
Fragility hip fracture; Machine learning; Mortality prediction;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Development and initial validation of a risk score for predicting in-hospital and 1-year mortality in patients with hip fractures
    Jiang, HX
    Majumdar, SR
    Dick, DA
    Moreau, M
    Raso, J
    Otto, DD
    Johnston, DWC
    JOURNAL OF BONE AND MINERAL RESEARCH, 2005, 20 (03) : 494 - 500
  • [22] PERIOPERATIVE FACTORS INFLUENCING FUNCTIONAL OUTCOMES 1-YEAR AFTER FRAGILITY HIP FRACTURE SURGERY
    Dinis, S.
    Pinto, A. S.
    Santos, F. Cunha
    Augusto, D.
    Ferreira-Cardoso, H.
    Matos, L.
    Campos, I.
    Rocha, P.
    Monteiro, G.
    Neves, I.
    Pontinha, C.
    Batista, A. R.
    Venancio, S.
    Cunha, G.
    Alves, E.
    Madeira, N.
    Vaz, C.
    Ferreira, J.
    AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2024, 36 : S330 - S330
  • [23] Commentary: Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation
    Pennington, Zach
    Sciubba, Daniel M.
    NEUROSURGERY, 2019, 85 (04) : E682 - E683
  • [24] Development and validation of a novel nomogram of 1-year mortality in the elderly with hip fracture: a study of the MIMIC-III database
    Chen, Qian
    Hao, Peng
    Wong, Chipiu
    Zhong, Xiaoxin
    He, Qing
    Chen, Yantao
    BMJ OPEN, 2023, 13 (05):
  • [25] One-Year Mortality After Hip Fracture: Development and Validation of a Prognostic Index
    Cenzer, Irena S.
    Tang, Victoria
    Boscardin, W. John
    Smith, Alexander K.
    Ritchie, Christine
    Wallhagen, Margaret I.
    Espaldon, Roxanne
    Covinsky, Kenneth E.
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2016, 64 (09) : 1863 - 1868
  • [26] Development and Internal Validation of Machine Learning Algorithms for Predicting Hyponatremia After TJA
    Kunze, Kyle N. N.
    Sculco, Peter K. K.
    Zhong, Haoyan
    Memtsoudis, Stavros G. G.
    Ast, Michael P. P.
    Sculco, Thomas P. P.
    Jules-Elysee, Kethy M. M.
    JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2022, 104 (03): : 265 - 270
  • [27] A novel machine-learning algorithm for predicting mortality risk after hip fracture surgery
    Li, Yi
    Chen, Ming
    Lv, Houchen
    Yin, Pengbin
    Zhang, Licheng
    Tang, Peifu
    INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 2021, 52 (06): : 1487 - 1493
  • [28] CRP/albumin ratio in predicting 1-year mortality in elderly patients undergoing hip fracture surgery
    Aydin, A.
    Kacmaz, O.
    EUROPEAN REVIEW FOR MEDICAL AND PHARMACOLOGICAL SCIENCES, 2023, 27 (18) : 8438 - 8446
  • [29] Predicting 1-Year Mortality in Older Hospitalized Patients: External Validation of the HOMR Model
    Curtin, Denis
    Dahly, Darren L.
    van Smeden, Maarten
    O'Donnell, Desmond P.
    Doyle, David
    Gallagher, Paul
    O'Mahony, Denis
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2019, 67 (07) : 1478 - 1483
  • [30] Predictors of mortality after hip fracture: Results from 1-year follow-up
    Pioli G.
    Barone A.
    Giusti A.
    Oliveri M.
    Pizzonia M.
    Razzano M.
    Palummeri E.
    Aging Clinical and Experimental Research, 2006, 18 (5) : 381 - 387
12345