DEVELOPMENT AND EVALUATION OF MACHINE LEARNING ALGORITHMS FOR THE PREDICTION OF OPIOID-RELATED DEATHS AMONG UK PATIENTS WITH NON-CANCER PAIN

被引：0
|
作者：
Benitez-Aurioles, J. [1 ]
Jenkins, D. [1 ,2 ]
Medina, C. Ramirez [3 ]
Peek, N. [1 ,2 ]
Jani, M. [1 ,3 ,4 ]
机构：
[1] Univ Manchester, Div Informat Imaging & Data Sci, Manchester, Lancs, England
[2] Univ Manchester, NIHR Greater Manchester Patient Safety Translat R, Manchester, Lancs, England
[3] Univ Manchester, Ctr Epidemiol Versus Arthrit, Manchester, Lancs, England
[4] Manchester Univ NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, NIHR Manchester Biomed Res Ctr, Manchester, Lancs, England
来源：
ANNALS OF THE RHEUMATIC DISEASES | 2023年 / 82卷
基金：
英国惠康基金;
关键词：
Outcome measures; Artificial intelligence; Pain;
D O I：
10.1136/annrheumdis-2023-eular.3510
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
OP0269
引用
收藏
页码：177 / 178
页数：2
相关论文
共 50 条
  • [1] DEVELOPMENT AND EVALUATION OF MACHINE LEARNING ALGORITHMS FOR THE PREDICTION OF OPIOID-RELATED DEATHS AMONG UK PATIENTS WITH NON-CANCER PAIN
    Benitez-Aurioles, Jose
    Jenkins, David
    Huang, Yun-Ting
    Medina, Carlos Ramirez
    Peek, Niels
    Jani, Meghna
    RHEUMATOLOGY, 2023, 62
  • [2] Opioid Nonadherence Risk Prediction of Patients with Cancer-Related Pain Based on Five Machine Learning Algorithms
    Liu, Jinmei
    Luo, Juan
    Chen, Xu
    Xie, Jiyi
    Wang, Cong
    Wang, Hanxiang
    Yuan, Qi
    Li, Shijun
    Zhang, Yu
    Hu, Jianli
    Shi, Chen
    PAIN RESEARCH & MANAGEMENT, 2024, 2024 : 7347876
  • [3] Pharmaceuticalization to Opioid Pharmacovigilance: A Qualitative Investigation of the Impact of Opioid-related Policy Changes and the Perspectives of Residents and Chronic Non-cancer Pain Patients
    Simoni, Zachary
    Day, Philip
    Schneider, David
    Strenth, Chance
    Kale, Neelima
    SOCIOLOGICAL PERSPECTIVES, 2022, 65 (06) : 1099 - 1116
  • [4] Development and Evaluation of Machine Learning Prediction Models for Hospitalizations Due to Opioid-Related Harms Among New Users with Rheumatic and Musculoskeletal Diseases
    Medina, Carlos Raul Ramirez
    Lunt, Mark
    Jenkins, David
    Dixon, William
    Peek, Niels
    Jani, Meghna
    ARTHRITIS & RHEUMATOLOGY, 2024, 76 : 1666 - 1667
  • [5] Impact of prescribed opioid use on development of dementia among patients with chronic non-cancer pain
    Oh, Tak Kyu
    Song, In-Ae
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [6] Impact of prescribed opioid use on development of dementia among patients with chronic non-cancer pain
    Tak Kyu Oh
    In-Ae Song
    Scientific Reports, 14
  • [7] The burden of opioid-induced constipation among patients with cancer pain and patients with non-cancer pain
    LoCasale, R.
    King, F.
    Margolis, M. K.
    Coyne, K.
    EUROPEAN JOURNAL OF CANCER, 2015, 51 : S229 - S230
  • [8] Opioid-Related Constipation in Patients With Non-cancer Pain Syndromes: a Review of Evidence-Based Therapies and Justification for a Change in Nomenclature
    Brenner D.M.
    Stern E.
    Cash B.D.
    Current Gastroenterology Reports, 2017, 19 (3)
  • [9] HISTORY OF SUBSTANCE USE IS ASSOCIATED WITH OPIOID DIFFICULTY AMONG PATIENTS WITH NON-CANCER PAIN
    Kothari, Shaili
    Miller-Matero, Lisa R.
    Autio, Kirsti
    Debar, Lynn
    Sullivan, Mark
    Ahmedani, Brian
    Salas, Joanne F.
    Scherrer, Jeffrey F.
    Lustman, Patrick
    ANNALS OF BEHAVIORAL MEDICINE, 2022, 56 (SUPP 1) : S367 - S367
  • [10] Opioid-Related Respiratory Depression in Non-Cancer Patients, as Reported in the Japanese Adverse Drug Event Report Database
    Sugawara, Hideki
    Uchida, Mayako
    Suzuki, Shinya
    Suga, Yukio
    Uesawa, Yoshihiro
    Nakagawa, Takayuki
    Takase, Hisamitsu
    JOURNAL OF NIPPON MEDICAL SCHOOL, 2023, 90 (06) : 439 - 448
12345