Predicting hospitalization with LLMs from health insurance data

被引：0
|
作者：
Everton F. Baro [1 ]
Luiz S. Oliveira [2 ]
Alceu de Souza Britto [1 ]
机构：
[1] Federal University of Parana,Department of Informatics
[2] Federal Institute of Parana,Department of Informatics
[3] Pontifical Catholic University of Parana,Postgraduate Program in Informatics
来源：
Medical & Biological Engineering & Computing | 2025年 / 63卷 / 4期
关键词：
Health insurance; Hospitalization; Strokes; Machine learning; Large language models; BERT; RoBERTa; LLaMA;
D O I：
10.1007/s11517-024-03251-4
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1215 / 1226
页数：11
相关论文
共 50 条
  • [21] Predicting Health Insurance Policy Subscription Intention: An Empirical Study
    Arkorful, Vincent Ekow
    Lugu, Benjamin Kweku
    Zhao Shuliang
    SOCIAL WORK IN PUBLIC HEALTH, 2023, 38 (04) : 281 - 297
  • [22] A Prevalence Estimation of Exstrophy and Epispadias in Germany From Public Health Insurance Data
    Ebert, Anne-Karoline
    Zwink, Nadine
    Reutter, Heiko Martin
    Jenetzky, Ekkehart
    FRONTIERS IN PEDIATRICS, 2021, 9
  • [23] Does free hospitalization insurance change health care consumption of the poor? Short-term evidence from Pakistan
    Helmsmueller, Simona
    Landmann, Andreas
    GENEVA RISK AND INSURANCE REVIEW, 2022, 47 (01) : 238 - 275
  • [24] Health Insurance Coverage in Tax and Survey Data
    Lurie, Ithai Z.
    Pearce, James
    AMERICAN JOURNAL OF HEALTH ECONOMICS, 2021, 7 (02) : 164 - 184
  • [25] Hospitalization for ambulatory care sensitive conditions at health insurance organization hospitals in Alexandria, Egypt
    Mosallam, Rasha A.
    Guirguis, Wafaa W.
    Hassan, Mona H. A.
    INTERNATIONAL JOURNAL OF HEALTH PLANNING AND MANAGEMENT, 2014, 29 (04) : E394 - E405
  • [26] Does free hospitalization insurance change health care consumption of the poor? Short-term evidence from Pakistan
    Simona Helmsmüller
    Andreas Landmann
    The Geneva Risk and Insurance Review, 2022, 47 : 238 - 275
  • [27] Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods
    Dawit S. Bogale
    Tesfamariam M. Abuhay
    Belayneh E. Dejene
    BMC Medical Informatics and Decision Making, 22
  • [28] Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods
    Bogale, Dawit S.
    Abuhay, Tesfamariam M.
    Dejene, Belayneh E.
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [29] Building Health Insurance Literacy: Evidence from the Smart Choice Health Insurance™ Program
    Bartholomae, Suzanne
    Russell, Mia B.
    Braun, Bonnie
    McCoy, Teresa
    JOURNAL OF FAMILY AND ECONOMIC ISSUES, 2016, 37 (02) : 140 - 155
  • [30] Predicting Hospitalization in Older Adults Using Machine Learning
    Buenrostro-Mariscal, Raymundo
    Montesinos-Lopez, Osval A.
    Gonzalez-Gonzalez, Cesar
    GERIATRICS, 2025, 10 (01)
12345