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Andrea Sabo
Andrea Sabo
Research Associate, KITE Toronto Rehabilitation Institute
Verified email at mail.utoronto.ca
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Cited by
Cited by
Year
Estimating parkinsonism severity in natural gait videos of older adults with dementia
A Sabo, S Mehdizadeh, A Iaboni, B Taati
IEEE journal of biomedical and health informatics 26 (5), 2288-2298, 2022
552022
Assessment of Parkinsonian gait in older adults with dementia via human pose tracking in video data
A Sabo, S Mehdizadeh, KD Ng, A Iaboni, B Taati
Journal of neuroengineering and rehabilitation 17, 1-10, 2020
542020
Concurrent validity of human pose tracking in video for measuring gait parameters in older adults: a preliminary analysis with multiple trackers, viewing angles, and walking …
S Mehdizadeh, H Nabavi, A Sabo, T Arora, A Iaboni, B Taati
Journal of NeuroEngineering and Rehabilitation 18, 1-16, 2021
382021
Predicting short-term risk of falls in a high-risk group with dementia
S Mehdizadeh, A Sabo, KD Ng, A Mansfield, AJ Flint, B Taati, A Iaboni
Journal of the American Medical Directors Association 22 (3), 689-695. e1, 2021
192021
Concurrent validity of zeno instrumented walkway and video-based gait features in adults with Parkinson’s disease
A Sabo, C Gorodetsky, A Fasano, A Iaboni, B Taati
IEEE Journal of Translational Engineering in Health and Medicine 10, 1-11, 2022
182022
The toronto older adults gait archive: video and 3d inertial motion capture data of older adults’ walking
S Mehdizadeh, H Nabavi, A Sabo, T Arora, A Iaboni, B Taati
Scientific data 9 (1), 398, 2022
82022
Gait changes over time in hospitalized older adults with advanced dementia: predictors of mobility change
S Mehdizadeh, M Faieghi, A Sabo, H Nabavi, A Mansfield, AJ Flint, ...
Plos one 16 (11), e0259975, 2021
72021
Ambient monitoring of gait and machine learning models for dynamic and short-term falls risk assessment in people with dementia
V Adeli, N Korhani, A Sabo, S Mehdizadeh, A Mansfield, A Flint, A Iaboni, ...
IEEE journal of biomedical and health informatics 27 (7), 3599-3609, 2023
6*2023
Feasibility of video-based joint hypermobility assessment in individuals with suspected Ehlers-Danlos syndromes/generalised hypermobility spectrum disorders: a single-site …
N Mittal, A Sabo, A Deshpande, H Clarke, B Taati
BMJ open 12 (12), e068098, 2022
52022
Quantifying music-dance synchrony during salsa dancing with a deep learning-based 2D pose estimator
F Potempski, A Sabo, KK Patterson
Journal of Biomechanics 141, 111178, 2022
32022
Prediction of parkinsonian gait in older adults with dementia using joint trajectories and gait features from 2D video
A Sabo, S Mehdizadeh, A Iaboni, B Taati
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
32021
Evaluating the ability of a predictive vision-based machine learning model to measure changes in gait in response to medication and DBS within individuals with Parkinson’s disease
A Sabo, A Iaboni, B Taati, A Fasano, C Gorodetsky
BioMedical Engineering OnLine 22 (1), 120, 2023
22023
Automated, vision-based goniometry and range of motion calculation in individuals with suspected ehlers-danlos syndromes/generalized hypermobility spectrum disorders: a …
A Sabo, N Mittal, A Deshpande, H Clarke, B Taati
IEEE Journal of Translational Engineering in Health and Medicine, 2023
22023
Vision-Based Assessment of Parkinsonism Severity in Gait
A Sabo
University of Toronto (Canada), 2021
12021
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences
V Adeli, S Mehraban, I Ballester, Y Zarghami, A Sabo, A Iaboni, B Taati
2024 IEEE 18th International Conference on Automatic Face and Gesture …, 2024
2024
Dravet syndrome: clinical manifestations in older adults and effects of contraindicated medications use
A Selvarajah, A Sabo, C Gorodetsky, F Qaiser, P Marques, M Duong, ...
EPILEPSIA 64, 367-368, 2023
2023
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia
C Malin-Mayor, V Adeli, A Sabo, S Noritsyn, C Gorodetsky, A Fasano, ...
International Workshop on PRedictive Intelligence In MEdicine, 265-276, 2023
2023
Gait Measures from Videos Detect Parkinsonian Gait in Older Adults with Dementia (1865)
A Sabo, KD Ng, S Mehdizadeh, B Taati, A Iaboni
Neurology 94 (15_supplement), 1865, 2020
2020
Development and Evaluation of a Vision-Pose Tracking Based Beighton Score Tool for Generalized Joint Hypermobility in Individuals with Suspected Ehlers-Danlos Syndromes
N Mittal, A Sabo, A Deshpande, B Taati
and Science) Ana P. Rocha (University of Aveiro, Intelligent Systems Associate Laboratory) Anand Kumar M (National Institute of Technology Karnataka) Ananth Ganesh (Hitachi India)
A Atzori, A Guzzetta, A Iaboni, A Sabo, A Niculae, A Catruna, AE Catruna, ...
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