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Email

karin.verspoor@unimelb.edu.au

Credentials


Position
Honorary Professorial Fellow
School of Computing and Information Systems
Education
Graduate Certificate
University of Melbourne
PhD
The University of Edinburgh
Masters (Coursework & Research)
The University of Edinburgh
Bachelors Degree
Rice University
ORCID

0000-0002-8661-1544

Prof Karin Verspoor

Honorary Professorial Fellow
School of Computing and Information Systems

358 Scholarly works
25 Projects

HIGHLIGHTS

  • 2026

    Journal article

    The state of standardized musculoskeletal terminology for healthcare reuse:A scoping review
    DOI: 10.1016/j.ijmedinf.2026.106318
  • 2024

    Journal article

    Uncovering Variations in Clinical Notes for NLP Modeling
    DOI: 10.3233/SHTI231244
  • 2023

    Journal article

    Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities
    DOI: 10.1016/j.jbi.2023.104466
  • 2020

    Report

    The ‘good, bad and merit’ arguments in Australian news coverage of workplace gender diversity
    DOI: 10.26188/13011914
  • 2019

    Research Grant

    Meeting the Challenges of Invasive Fungal Infection: Antifungal Stewardship and Effective Surveillance in High Risk Patient Groups
  • 2018

    Research grants (ARC, NHMRC, MRFF)

    Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Central Operating)
  • 2018

    Research Grant

    Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 1 & 2)
Karin Verspoor

RECENT SCHOLARLY WORKS

  • 2026

    Journal article

    A scoping review of silent trials for medical artificial intelligence
    DOI: 10.1038/s44360-025-00048-z
  • 2026

    Journal article

    Graph Transformers: A Survey
    DOI: 10.1109/TNNLS.2025.3646122
  • 2026

    Journal article

    Imprint of the Forgotten: Stealthy Membership Inference In Unlearned Graph Neural Networks
    DOI: 10.1609/aaai.v40i33.40047
  • 2026

    Book Chapter

    Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
    DOI: 10.1007/978-3-032-04978-0_36
  • 2025

    Journal article

    Enriched knowledge representation in biological fields: a case study of literature-based discovery in Alzheimer’s disease
    DOI: 10.1186/s13326-025-00328-3
  • 2025

    Journal article

    Leveraging EHR Data Analytics to Enhance Clinical Performance of the Practitioner
    DOI: 10.1016/j.jsams.2025.07.068
  • 2025

    Journal article

    From Clinic to Research: Strengthening EHR Data Quality for Musculoskeletal Injury Outcomes Research
    DOI: 10.1016/j.jsams.2025.07.026
  • 2025

    Journal article

    Toward responsible artificial intelligence in medicine: Reflections from the Australian epilepsy project
    DOI: 10.1016/j.artmed.2025.103192

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