THE INFLUENCE OF SOCIAL DETERMINANTS OF HEALTH ON HEALTHCARE ACCESS, UTILIZATION, AND TREATMENTS IN ATOPIC DERMATITIS PATIENTS USING ALL OF US AND MACHINE LEARNING METHODS

被引:0
|
作者
Shaw, D. [1 ]
Irwin, K. [2 ]
Stolshek, B. [3 ]
Saber, J. [2 ]
Kennedy, L. [2 ]
机构
[1] Univ Calif Irvine, Irvine, CA USA
[2] Innopiphany LLC, Irvine, CA USA
[3] Innopiphany LLC, Dana Point, CA USA
关键词
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
MSR88
引用
收藏
页码:S276 / S276
页数:1
相关论文
共 50 条
  • [1] Atopic Dermatitis The Role of the Social Determinants of Health on Severity and Access to Care
    Silverberg, Nanette B.
    DERMATOLOGIC CLINICS, 2024, 42 (04) : 635 - 638
  • [2] Predicting Health-Related Quality of Life Using Social Determinants of Health: A Machine Learning Approach with the All of Us Cohort
    Abegaz, Tadesse M.
    Ahmed, Muktar
    Ali, Askal Ayalew
    Bhagavathula, Akshaya Srikanth
    BIOENGINEERING-BASEL, 2025, 12 (02):
  • [3] The Impact of Social Determinants of Health on Healthcare Utilization in Patients with NMOSD
    Swetlik, Carol
    Aboseif, Albert
    Widmar, Julie
    Harvey, Tucker
    Kunchok, Amy
    Miller, Deborah M.
    Conway, Devon
    Abbatemarco, Justin
    MULTIPLE SCLEROSIS JOURNAL, 2023, 29 : 663 - 663
  • [4] Predictors of nonresponse to dupilumab in patients with atopic dermatitis: a machine learning analysis of US health records and claims data
    Wu, J. J.
    Hong, H. C.
    Merola, J. F.
    Gruben, D.
    Guler, E.
    Feeney, C.
    Bhambri, A.
    Myers, D. E.
    DiBonaventura, M.
    BRITISH JOURNAL OF DERMATOLOGY, 2022, 186 (04) : E154 - E155
  • [5] US health care utilization and costs in adult patients with atopic dermatitis by disease severity
    Wang, Xin
    Boytsov, Natalie N.
    Gorritz, Magdaliz
    Malatestinic, William N.
    Goldblum, Orin M.
    Wade, Rolin L.
    JOURNAL OF MANAGED CARE & SPECIALTY PHARMACY, 2022, 28 (01): : 69 - 77
  • [6] Influence of the social determinants of health on access to healthcare services among refugees in Australia
    Taylor, Jessica
    Haintz, Greer Lamaro
    AUSTRALIAN JOURNAL OF PRIMARY HEALTH, 2018, 24 (01) : 14 - 28
  • [7] Social determinants of health influence patients' access to care for vasculitis
    Zhang, Yang
    CLINICAL RHEUMATOLOGY, 2024, 43 (12) : 4027 - 4028
  • [8] Using Applied Machine Learning to Predict Healthcare Utilization Based on Socioeconomic Determinants of Care
    Chen, Soy
    Bergman, Danielle
    Miller, Kelly
    Kavanagh, Allison
    Frownfelter, John
    Showalter, John
    AMERICAN JOURNAL OF MANAGED CARE, 2020, 26 (01): : 26 - 31
  • [9] Healthcare access and utilization barriers to ophthalmic visits among patients with glaucoma: an All of Us study
    Varkhedi, Varsha
    Wu, Jo-Hsuan
    Saseendrakumar, Bharanidharan
    Acuff, Kaela
    Weinreb, Robert
    Baxter, Sally
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (08)
  • [10] Social determinants and healthcare utilization among adults with hypertrophic cardiomyopathy: data from the All of Us Research Program
    Arabadjian, Milla
    Zhang, Jielu
    Zhang, Donglan
    Islam, Shahidul
    CIRCULATION, 2024, 150