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