Skip to content
A
  • HomeHome
  • SearchSearch
  • AskAsk
  • FollowingFollowing
  • SavedSaved
BiomarkersIn silico

PREDICTING MORTALITY IN ADULTS USING TRANSFORMERS: INSIGHTS FROM THE HEALTH AND RETIREMENT STUDY

GSA 2024 Abstract

Abstract

We introduce a natural language processing (NLP)-based prediction model to predict next-wave mortality in respondents from the US-based Health and Retirement Study (HRS).

The paper

Jordan Weiss, Alaleh Azhir, Nilám Ram, David H. Rehkopf

Stanford University

GSA 2024 Abstract · 31 Dec 2024 · CC BY

Presented at GSA 2024

doi.org/10.1093/geroni/igae098.0559

Related

  • Language model multimorbidity score predicts mortality in adults

    Cyborg and Bionic Systems · 4 Oct 2026

  • Social vulnerability in health records is linked to mortality risk

    medRxiv · 8 Oct 2026

  • Deep-learning SASP score predicts mortality and disease

    Aging Cell · 2 Oct 2026

  • Gap between predicted and actual age linked to death risk

    npj Aging · 8 Oct 2026

© 2026 AgingResearch.News

PrivacyTermsContact

    News

    See all →

    ER-100 glaucoma trial findings support testing higher doses

    TrialsLongevity.Technology and 1 more

    Nicotinamide riboside fails to show clinical benefit in yearlong Parkinson's trial

    TrialsMedical Xpress and 1 more

    Study links faster aging in larger dogs to epigenomic changes

    ResearchNature and 1 more

    Trials

    See all →

    Registered6 Oct 2026

    AKG and Brain Health in Aging

    Phase 2 · University of Oklahoma

    Registered25 Sept 2026

    The Effect of Urolithin A (Mitopure®) on Alzheimer's Disease

    University Hospital, Akershus

    Registered2 Oct 2026

    Safety and Preliminary Efficacy of Adipose-Derived Stem Cell Secretome in Frailty (VinVital)

    Phase 1 · Vinmec Research Institute of Stem Cell and Gene Technology

    Trending

    Evidence →
    1. Intervention · 65 papersExercise
    2. Gene · 28 papersAPOE
    3. Disease · 124 papersCardiovascular disease
    4. Process · 131 papersInflammation
    5. Biomarker · 58 papersBody mass index
    6. Intervention · 40 papersSmoking

    Topics

    See all →
    • Mechanisms311
    • Interventions485
    • Biomarkers484
    • Populations612
    • AI & data184
    • Industry & policy23
    • Privacy
    • Terms
    • Contact
    • © 2026 AgingResearch.News