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Contact


Email

janan.arslan@unimelb.edu.au

Credentials


Position
Honorary (Fellow)
Department of Surgery
Education
Postgraduate Diploma
University of Melbourne

University of Melbourne

Charles Sturt University

University of Melbourne
ORCID

0000-0003-2683-3775

Miss Janan Arslan

Honorary (Fellow)
Department of Surgery

37 Scholarly works
0 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Hubris in the age of intelligent medicine—from clinical hierarchies to algorithmic amplification
    DOI: 10.1038/s41746-026-02717-z
  • 2026

    Journal article

    Decoding the multimodal maze: A systematic review on the adoption of explainability in multimodal attention-based models
    DOI: 10.1016/j.inffus.2026.104405
  • 2026

    Journal article

    Improving deep learning explainability by elucidating texture-based learning patterns in medical image segmentation
    DOI: 10.1016/j.bspc.2026.110560
  • 2026

    Journal article

    Pseudokinase-converting mutation in protein kinase C alpha drives chordoid glioma by pathway rewiring
    DOI: 10.1073/pnas.2524934123
  • 2026

    Journal article

    Engineering framework for curiosity-driven and humble AI in clinical decision support
    DOI: 10.1136/bmjhci-2025-101877
  • 2025

    Conference Proceedings

    PyCellMech: A shape-based feature extraction pipeline for elucidating biological differences between disease states
    DOI: 10.1117/12.3047205
  • 2024

    Journal article

    Ocular trauma in badminton: A 5-year review of badminton-related eye injury emergency department presentations
    DOI: 10.1111/1742-6723.14473
Janan Arslan

RECENT SCHOLARLY WORKS

  • 2024

    Journal article

    Machine Learning for Extraction of Image Features Associated with Progression of Geographic Atrophy
    DOI: 10.3390/biomedinformatics4030089
  • 2024

    Journal article

    Deciphering oxygen distribution and hypoxia profiles in the tumor microenvironment: a data-driven mechanistic modeling approach
    DOI: 10.1088/1361-6560/ad524a
  • 2023

    Journal article

    Statistical Analysis of Ceiling and Floor Effects in Medical Trials
    DOI: 10.3390/applbiosci2040042

Acknowledgement of Country

We acknowledge Aboriginal and Torres Strait Islander people as the Traditional Owners of the unceded lands on which we work, learn and live. We pay respect to Elders past, present and future, and acknowledge the importance of Indigenous knowledge in the Academy.

Read about our Indigenous priorities

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