Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson's Disease. - Rana Zia Ur Rehman; Silvia Del Din; Jian Qing Shi; Brook Galna; Sue Lord; Alison J. Yarnall; Yu Guan; Lynn Rochester (Sensors, 2019)

Predicting the Progression of Parkinson's Disease MDS-UPDRS-III Motor Severity Score from Gait Data using Deep Learning. - Rana Zia Ur Rehman; Lynn Rochester; Alison J. Yarnall; Silvia Del Din (EMBC, 2021)

Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes. - Ashley Polhemus; Laura Delgado Ortiz; Gavin Brittain; Nikolaos Chynkiamis; Francesca Salis; Heiko Gaßner; Michaela Gross; Cameron Kirk; Rachele Rossanigo; Kristin Taraldsen; Diletta Balta; Sofie Breuls; et al. (npj Digit. Medicine, 2021)

Factors Influencing Habitual Physical Activity in Parkinson's Disease: Considering the Psychosocial State and Wellbeing of People with Parkinson's and Their Carers. - Ríona Mc Ardle; Silvia Del Din; Rosie Morris; Lisa Alcock; Alison J. Yarnall; David J. Burn; Lynn Rochester; Rachael A. Lawson (Sensors, 2022)

Enhancing remote monitoring and classification of motor state in Parkinson's disease using Wearable Technology and Machine Learning. - Chiara Carissimo; Gianni Cerro; Héloïse Debelle; Emma Packer; Alison J. Yarnall; Lynn Rochester; Lisa Alcock; Luigi Ferrigno; Alessandro Marino; Tommaso Di Libero; Silvia Del Din (MeMeA, 2023)

The Role of Wearable Sensors to Monitor Physical Activity and Sleep Patterns in Older Adult Inpatients: A Structured Review. - Gemma L. Bate; Cameron Kirk; Rana Zia Ur Rehman; Yu Guan; Alison J. Yarnall; Silvia Del Din; Rachael A. Lawson (Sensors, 2023)

A Novel Energy-Based Composite Index for Assessing Motor State in Parkinson's Disease by Means of IMU-Based Digital Health Technology. - Chiara Carissimo; Gianni Cerro; Gianfranco Miele; Héloïse Debelle; Emma Packer; J. Sarvestan; Alison J. Yarnall; Lynn Rochester; Lisa Alcock; Luigi Ferrigno; Alessandro Marino; Silvia Del Din (I2MTC, 2024)

To Measure What Isn't There - Visual Exploration of Missingness Structures Using Quality Metrics. - Sara Johansson Fernstad; Sarah Alsufyani; Silvia Del Din; Alison J. Yarnall; Lynn Rochester (CoRR, 2025)