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Email

malcolm.horne@unimelb.edu.au

Credentials


Position
Honorary (Professorial Fellow)
Department of Medicine

Prof Malcolm Horne

Honorary (Professorial Fellow)
Department of Medicine

260 Scholarly works
20 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Domain Adaptation for IMU Data to Enhance Objective Assessment of Friedreich Ataxia
    DOI: 10.1109/JBHI.2026.3702417
  • 2025

    Journal article

    Alpha-synuclein is increased in erythrocytes in parkinson’s disease cases
    DOI: 10.1038/s41598-025-11979-8
  • 2025

    Journal article

    Goal-Directed Rehabilitation Versus Standard Care for Individuals with Hereditary Cerebellar Ataxia: A Multicenter, Single-Blind, Randomized Controlled Superiority Trial
    DOI: 10.1002/ana.27130
  • 2025

    Conference Proceedings

    Enhancing the Objective Assessment of Friedreich Ataxia Severity: A Multiview IMU-Based Approach
    DOI: 10.1109/EMBC58623.2025.11253596
  • 2025

    Conference Proceedings

    Preliminary Results of Phenotype Characterisation for Cerebellar Ataxia using Automated Lower Limb Assessment
    DOI: 10.1109/EMBC58623.2025.11252851
  • 2025

    Conference Proceedings

    Machine Learning Approach for Quantifying Hereditary Cerebellar Ataxia Severity and Evaluating Rehabilitation Effectiveness
    DOI: 10.1109/EMBC58623.2025.11253019
  • 2020

    Research Grant

    Device for Guiding Therapy in Ataxia and Imbalance
Malcolm Horne

RECENT SCHOLARLY WORKS

  • 2025

    Journal article

    Effects of rotigotine on sleep in Parkinson’s disease patients: a Parkinson’s KinetiGraph study
    DOI: 10.3389/fneur.2025.1591537
  • 2025

    Conference Proceedings

    Reliable Objective Assessment of Friedreich Ataxia Through Isolation Forest-Based Anomaly Detection
    DOI: 10.1109/EMBC58623.2025.11253335
  • 2025

    Conference Proceedings

    Objective Assessment of Friedreich Ataxia in Children: Accounting for Developmental Deficits
    DOI: 10.1109/EMBC58623.2025.11253250
  • 2024

    Conference Proceedings

    Continuous Optimization of a Hierarchical Bayesian Network for Friedreich's Ataxia Severity Classification
    DOI: 10.1109/EMBC53108.2024.10781628

RECENT PROJECTS

  • 2022

    Research Grant

    Device for Guiding Therapy in Ataxia and Imbalance
  • 2022

    Research Grant

    Device for Guiding Therapy in Ataxia and Imbalance
  • 2020

    Research Grant

    Device for Guiding Therapy in Ataxia and Imbalance
  • 2014

    Research Grant

    Minimally-Invasive Brain Machine Interface for Robotic Limb Control

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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