Babak Taati

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Alex MihailidisProfessor, Department of Occupational Science & Occupational Therapy, University of TorontoVerified email at utoronto.ca
Azadeh YadollahiScientist, Toronto Rehabilitation Institute-UHNVerified email at uhn.ca
Andrea IaboniAssociate professor, Department of Psychiatry, University of TorontoVerified email at uhn.ca
Elham DolatabadiYork University; Vector Institute; University of TorontoVerified email at yorku.ca
Sina MehdizadehCIHR Postdoctoral Fellow, Simon Fraser UniversityVerified email at sfu.ca
Avril MansfieldKITE-Toronto Rehabilitation Institute, University Health NetworkVerified email at uhn.ca
Yana YunusovaDepartment of Speech-Language Pathology, University of TorontoVerified email at utoronto.ca
Jasper SnoekGoogle BrainVerified email at google.com
Michael GreenspanProfessor of Electrical and Computer Engineering, Queen’s UniversityVerified email at queensu.ca
Ahmed AshrafAssistant Professor, Manitoba Learning and AI Research, Department of ECE, University of ManitobaVerified email at cmu.edu
Andrea SaboResearch Associate, KITE Toronto Rehabilitation InstituteVerified email at mail.utoronto.ca
Michael H LiUniversity of Toronto, Toronto Rehabilitation InstituteVerified email at utoronto.ca
Diego L. GuarínAssistant Professor, Applied Physiology and Kinesiology, University of FloridaVerified email at ufl.edu
Nasim Montazeri GhahjaverestanAssistant ProfessorVerified email at queensu.ca
Rosalie H WangAssociate Professor, University of TorontoVerified email at utoronto.ca
Kenneth PrkachinProfessor of Psychology, University of Northern British ColumbiaVerified email at unbc.ca
Maziar HafeziVector Institute, University of Toronto, Toronto Rehabilitation InstituteVerified email at mail.utoronto.ca
Sina AkbarianResearcher at Vector Institute, Data Scientist at Public Health OntarioVerified email at mail.utoronto.ca
Thomas HadjistavropoulosUniversity of ReginaVerified email at uregina.ca
Andrea BandiniInterdisciplinary Research Center "Health Science", Scuola Superiore Sant’Anna, Pisa, ItalyVerified email at santannapisa.it

Babak Taati

Senior Scientist, KITE | Toronto Rehab - UHN & Associate Professor, U. of Toronto

Verified email at uhn.ca - Homepage

Computer Vision Rehabilitation Health Monitoring


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Difference of normals as a multi-scale operator in unorganized point clouds Y Ioannou, B Taati, R Harrap, M Greenspan 2012 Second International Conference on 3D Imaging, Modeling, Processing …, 2012	219	2012
Local shape descriptor selection for object recognition in range data B Taati, M Greenspan Computer Vision and Image Understanding (CVIU) 115 (5), 681-694, 2011	121	2011
Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. A Akl, B Taati, A Mihailidis IEEE Transactions on Biomedical Engineering (IEEE TBME), 2014	112	2014
Concurrent validity of the Microsoft Kinect for Windows v2 for measuring spatiotemporal gait parameters E Dolatabadi, B Taati, A Mihailidis Medical engineering & physics 38 (9), 952-958, 2016	107	2016
Use of accelerometer-based feedback of walking activity for appraising progress with walking-related goals in inpatient stroke rehabilitation: a randomized controlled trial A Mansfield, JS Wong, J Bryce, K Brunton, EL Inness, S Knorr, S Jones, ... Neurorehabilitation and neural repair 29 (9), 847-857, 2015	89	2015
Evaluation of deep learning models for identifying surgical actions and measuring performance S Khalid, M Goldenberg, T Grantcharov, B Taati, F Rudzicz JAMA network open 3 (3), e201664-e201664, 2020	86	2020
Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation MH Li, TA Mestre, SH Fox, B Taati Journal of neuroengineering and rehabilitation 15 (1), 1-13, 2018	83	2018
Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders SS Khan, B Taati Expert Systems with Applications 87, 280-290, 2017	82	2017
Detecting agitation and aggression in people with dementia using sensors-a systematic review S Khan, B Ye, B Taati, A Mihailidis Alzheimer's & Dementia, 2018 14 (6), 824-832, 2018	78	2018
Towards a single sensor passive solution for automated fall detection M Belshaw, B Taati, J Snoek, A Mihailidis 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	70	2011
Toward an automatic system for computer-aided assessment in facial palsy DL Guarin, Y Yunusova, B Taati, JR Dusseldorp, S Mohan, J Tavares, ... Facial Plastic Surgery & Aesthetic Medicine 22 (1), 42-49, 2020	68	2020
Dynamic parameter identification and analysis of a PHANToM haptic device AM Tahmasebi, B Taati, F Mobasser, K Hashtrudi-Zaad Proceedings of 2005 IEEE Conference on Control Applications, 2005. CCA 2005 …, 2005	66	2005
Non-Contact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions MH Li, A Yadollahi, B Taati IEEE Journal of Biomedical and Health Informatics (IEEE JBHI) 21 (5), 1367-1375, 2017	65	2017
An Automated Classification of Pathological Gait using Unobtrusive Sensing Technology E Dolatabadi, B Taati, A Mihailidis IEEE Transactions on Neural Systems and Rehabilitation Engineering (IEEE TNSRE), 2017	59	2017
Variable dimensional local shape descriptors for object recognition in range data B Taati, M Bondy, P Jasiobedzki, M Greenspan 2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007	58	2007
Measuring gait variables using computer vision to assess mobility and fall risk in older adults with dementia KD Ng, S Mehdizadeh, A Iaboni, A Mansfield, A Flint, B Taati IEEE journal of translational engineering in health and medicine 8, 1-9, 2020	55	2020
Algorithmic bias in clinical populations—evaluating and improving facial analysis technology in older adults with dementia B Taati, S Zhao, AB Ashraf, A Asgarian, ME Browne, KM Prkachin, ... IEEE access 7, 25527-25534, 2019	50	2019
Automatic detection of compensation during robotic stroke rehabilitation therapy YX Zhi, M Lukasik, MH Li, E Dolatabadi, RH Wang, B Taati IEEE journal of translational engineering in health and medicine 6, 1-7, 2017	50	2017
A non-contact vision-based system for respiratory rate estimation MH Li, A Yadollahi, B Taati 2014 36th Annual International Conference of the IEEE Engineering in …, 2014	48	2014
3D human motion analysis to detect abnormal events on stairs GS Parra-Dominguez, B Taati, A Mihailidis 2012 Second international conference on 3D imaging, modeling, processing …, 2012	48	2012

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