Research

Papers

Research publications.

  • Deep learning for objective estimation of Parkinsonian tremor severity
    03 Sep 2024arXiv

    Deep learning for objective estimation of Parkinsonian tremor severity

  • Computer Vision Quantification of Whole-body Parkinsonian Bradykinesia using a large Multi-site Population
    27 Jan 2023Nature Parkinson's Disease

    Computer Vision Quantification of Whole-body Parkinsonian Bradykinesia using a large Multi-site Population

  • Video-based activity recognition for automated motor assessment of Parkinson's disease
    30 Nov 2022Biomedical and Health Informatics

    Video-based activity recognition for automated motor assessment of Parkinson's disease

  • An Evaluation of Kelvin, an Artificial Intelligence Platform, as an Objective Assessment of the MDS UPDRS Part III
    15 Sep 2022Parkinson's Disease

    An Evaluation of Kelvin, an Artificial Intelligence Platform, as an Objective Assessment of the MDS UPDRS Part III

  • Abbreviated MDS-UPDRS for Remote Monitoring in PD Identified Using Exhaustive Computational Search
    07 Jun 2022Parkinson's Disease

    Abbreviated MDS-UPDRS for Remote Monitoring in PD Identified Using Exhaustive Computational Search

  • A Clinically Interpretable Computer-Vision Based Method for Quantifying Gait in Parkinson's Disease
    12 Aug 2021Sensors

    A Clinically Interpretable Computer-Vision Based Method for Quantifying Gait in Parkinson's Disease

  • Computer-vision based method for quantifying rising from chair in Parkinson's disease patients
    20 Dec 2021Intelligence-Based Medicine

    Computer-vision based method for quantifying rising from chair in Parkinson's disease patients

Posters

Conference presentations.

  • A Simple Method for Synchronising Rich Kinematic Video Data with Local Field Potentials from DBS Systems
    2024NYC Neuromodulation Conference

    A Simple Method for Synchronising Rich Kinematic Video Data with Local Field Potentials from DBS Systems

  • Inferring Rigidity Scores in MDS-UPDRS Motor Assessment from Other Items
    2023MDS Congress

    Inferring Rigidity Scores in MDS-UPDRS Motor Assessment from Other Items

  • A Clinically Interpretable Severity Estimation of Facial Expression Impairment in Parkinson's Disease
    2022MDS Congress

    A Clinically Interpretable Severity Estimation of Facial Expression Impairment in Parkinson's Disease

  • Maximising UPDRS information while minimising assessment time
    2021MDS Congress

    Maximising UPDRS information while minimising assessment time

  • A Computer-Vision Based Method for Quantifying Parkinsonian Gait
    2021MDS Congress

    A Computer-Vision Based Method for Quantifying Parkinsonian Gait

  • Evidence of possible bias in pre-surgical assessment of Parkinson's disease using levodopa challenges
    2021ESSFN Congress

    Evidence of possible bias in pre-surgical assessment of Parkinson's disease using levodopa challenges

  • Bayesian Estimation of Gait Cadence from Monocular Video
    2020MDS Congress

    Bayesian Estimation of Gait Cadence from Monocular Video

  • Real Time Quality Control for Subjective Endpoints in Clinical Trials
    2020MDS Congress

    Real Time Quality Control for Subjective Endpoints in Clinical Trials

  • Assessment of Parkinson's Disease Severity using Machine Learning
    2019CNS Summit

    Assessment of Parkinson's Disease Severity using Machine Learning