Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine Learning - ePrints Zoe Patterson | March 26, 2026 Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine LearningLookup NU author(s): Dr Rana RehmanORCiD,Dr Yu GuanORCiD,Dr Jian Shi,Dr Lisa AlcockORCiD,Professor Alison Yarnall,Professor Lynn RochesterORCiD,Dr Silvia Del DinORCiDDownloadsLicenceThis work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).Publication metadataAuthor(s): Rehman RZU, Guan Y, Shi JQ, Alcock L, Yarnall AJ, Rochester L, Del Din SPublication type: ArticlePublication status: PublishedJournal: Frontiers in Aging NeuroscienceYear: 2022Volume: 14Online publication date: 22/03/2022Acceptance date: 14/02/2022Date deposited: 22/03/2022ISSN (electronic): 1663-4365Publisher: Frontiers Media SAURL: DOI: 10.3389/fnagi.2022.808518AltmetricsFundingFunder referenceFunder name721577G-1301J-0802Parkinson`s UK (formerly Parkinson`s Disease Society)Share