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Rana Zia Ur Rehman
Rana Zia Ur Rehman
Postdoctoral Scientist in Data Science AI and Digital Health at The Janssen
Verified email at its.jnj.com - Homepage
Title
Cited by
Cited by
Year
The Role of Movement Analysis in Diagnosing and Monitoring Neurodegenerative Conditions: Insights from Gait and Postural Control
C Buckley, L Alcock, R McArdle, RZU Rehman, S Del Din, C Mazzà, ...
Brain Sciences 9 (2), 34, 2019
1532019
Selecting clinically relevant gait characteristics for classification of early Parkinson’s disease: a comprehensive machine learning approach
RZU Rehman, S Del Din, Y Guan, AJ Yarnall, JQ Shi, L Rochester
Scientific reports 9 (1), 17269, 2019
1102019
Application of wearable inertial sensors and a new test battery for distinguishing retrospective fallers from non-fallers among community-dwelling older people
H Qiu, RZU Rehman, X Yu, S Xiong
Scientific reports 8 (1), 16349, 2018
732018
Accelerometry-Based Digital Gait Characteristics for Classification of Parkinson's Disease: What Counts?
RZU Rehman, C Buckley, ME Micó-Amigo, C Kirk, M Dunne-Willows, ...
IEEE Open Journal of Engineering in Medicine and Biology 1, 65-73, 2020
482020
Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson’s Disease
RZU Rehman, S Del Din, JQ Shi, B Galna, S Lord, AJ Yarnall, Y Guan, ...
Sensors 19 (24), 5363, 2019
432019
Deep Learning Techniques for Improving Digital Gait Segmentation
M Gadaleta, G Cisotto, M Rossi, RZU Rehman, L Rochester, S Del Din
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
402019
Gait Analysis with Wearables Can Accurately Classify Fallers from Non-Fallers: A Step toward Better Management of Neurological Disorders
RZU Rehman, Y Zhou, S Del Din, L Alcock, C Hansen, Y Guan, ...
Sensors 20 (23), 6992, 2020
322020
Classification of Neurological Patients to Identify Fallers Based on Spatial-Temporal Gait Characteristics Measured by a Wearable Device
Y Zhou, R Zia Ur Rehman, C Hansen, W Maetzler, S Del Din, L Rochester, ...
Sensors 20 (15), 4098, 2020
262020
Turning Detection During Gait: Algorithm Validation and Influence of Sensor Location and Turning Characteristics in the Classification of Parkinson’s Disease
RZU Rehman, P Klocke, S Hryniv, B Galna, L Rochester, S Del Din, ...
Sensors 20 (18), 5377, 2020
242020
Predicting the Progression of Parkinson’s Disease MDS-UPDRS-III Motor Severity Score from Gait Data using Deep Learning
RZU Rehman, L Rochester, AJ Yarnall, S Del Din
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
112021
Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: a pilot study
E Antikainen, H Njoum, J Kudelka, D Branco, RZU Rehman, K Davies, ...
Frontiers in Physiology 13, 968185, 2022
102022
Investigating the impact of environment and data aggregation by walking bout duration on Parkinson’s disease classification using machine learning
RZU Rehman, Y Guan, JQ Shi, L Alcock, AJ Yarnall, L Rochester, ...
Frontiers in aging neuroscience 14, 808518, 2022
92022
The Role of Wearable Sensors to Monitor Physical Activity and Sleep Patterns in Older Adult Inpatients: A Structured Review
GL Bate, C Kirk, RZU Rehman, Y Guan, AJ Yarnall, S Del Din, RA Lawson
Sensors 23 (10), 4881, 2023
42023
Walking Bout Detection for People Living in Long Residential Care: A Computationally Efficient Algorithm for a 3-Axis Accelerometer on the Lower Back
MK MacLean, RZU Rehman, N Kerse, L Taylor, L Rochester, S Del Din
Sensors 23 (21), 8973, 2023
22023
Usability evaluations of a newly developed wearable inertial sensing system for assessing elderly fall risk
RZU Rehman, J Jang, S Xiong
Advances in Physical Ergonomics & Human Factors: Proceedings of the AHFE …, 2019
22019
Identification of Fatigue and Sleepiness in Immune and Neurodegenerative Disorders from Measures of Real-World Gait Variability
C Hinchliffe, RZU Rehman, D Branco, D Jackson, T Ahmaniemi, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
Validation of an Algorithm for Measurement of Sedentary Behaviour in Community-Dwelling Older Adults
K Abdul Jabbar, J Sarvestan, R Zia Ur Rehman, S Lord, N Kerse, R Teh, ...
Sensors 23 (10), 4605, 2023
12023
A study protocol to investigate if acipimox improves muscle function and sarcopenia: an open-label, uncontrolled, before-and-after experimental medicine feasibility study in …
C McDonald, C Alderson, MG Birkbeck, L Brown, S Del Din, GG Gorman, ...
BMJ Open 14 (2), e076518, 2024
2024
Protocol: A study protocol to investigate if acipimox improves muscle function and sarcopenia: an open-label, uncontrolled, before-and-after experimental medicine feasibility …
C McDonald, C Alderson, MG Birkbeck, L Brown, S Del Din, GG Gorman, ...
BMJ Open 14 (2), 2024
2024
Novel analytics in the management of movement disorders
RZU Rehman, S Del Din
Handbook of Digital Technologies in Movement Disorders, 67-88, 2024
2024
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