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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
1512019
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
1062019
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
692018
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
392019
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
292020
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
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
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
92021
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
82022
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
32023
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
12023
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
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
12019
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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