B. Taati

发表

INTELLIGENT VISION-BASED FALL DETECTION SYSTEM: PRELIMINARY RESULTS FROM A REAL-WORLD DEPLOYMENT

A. Mihailidis, Michael Belshaw, B. Taati, 2010 .

Predicting Short-Term Risk of Falls in a High-Risk Group With Dementia.

A. Mansfield, B. Taati, A. Flint, 2020, Journal of the American Medical Directors Association.

Vision-based assessment of gait features associated with falls in people with dementia.

Babak Taati, Andrea Iaboni, Avril Mansfield, 2020, The journals of gerontology. Series A, Biological sciences and medical sciences.

Use of Accelerometer-Based Feedback of Walking Activity for Appraising Progress With Walking-Related Goals in Inpatient Stroke Rehabilitation

W. McIlroy, A. Mansfield, B. Taati, 2015, Neurorehabilitation and neural repair.

GENERATION AND OPTIMIZATION OF LOCAL SHAPE DESCRIPTORS FOR POINT MATCHING IN 3-D SURFACES

B. Taati, 2009 .

Investigation of Computer Vision Techniques for Object Classification on an Intelligent Wheelchair System for the Cognitively Impaired

A. Mihailidis, J. Boger, Yani Andrew Ioannou, 2013 .

Satellite Pose Acquisition and Tracking with Variable Dimensional Local Shape Descriptors

J. Little, Alex Shyr, B. Taati, 2005 .

Automated assessment of levodopa-induced dyskinesia: Evaluating the responsiveness of video-based features.

Michael H. Li, S. Fox, B. Taati, 2018, Parkinsonism & related disorders.

Vision-Based Heart and Respiratory Rate Monitoring During Sleep – A Validation Study for the Population at Risk of Sleep Apnea

Michael H. Li, B. Taati, A. Yadollahi, 2019, IEEE Journal of Translational Engineering in Health and Medicine.

Sleep/Wakefulness Detection Using Tracheal Sounds and Movements

B. Taati, S. Saha, A. Yadollahi, 2020, Nature and science of sleep.

Vision-based approach for long-term mobility monitoring: Single case study following total hip replacement.

Alex Mihailidis, Babak Taati, Elham Dolatabadi, 2014, Journal of rehabilitation research and development.

Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study

Azadeh Yadollahi, Babak Taati, Sina Akbarian, 2020, Journal of medical Internet research.

Quantitative Mobility Assessment for Fall Risk Prediction in Dementia: A Systematic Review

Babak Taati, Andrea Iaboni, Elham Dolatabadi, 2018, Dementia and Geriatric Cognitive Disorders.

Pain Expressions in Dementia: Validity of Observers’ Pain Judgments as a Function of Angle of Observation

A. Ashraf, K. Prkachin, T. Hadjistavropoulos, 2019, Journal of Nonverbal Behavior.

A systematic review of center of pressure measures to quantify gait changes in older adults

K. Ooteghem, B. Taati, M. Faieghi, 2020, Experimental Gerontology.

Assessment of Parkinsonian gait in older adults with dementia via human pose tracking in video data

B. Taati, Sina Mehdizadeh, Andrea Sabo, 2020, Journal of NeuroEngineering and Rehabilitation.

Automated detection of falls in the home: Current challenges and future directions

Jasper Snoek, Alex Mihailidis, Babak Taati, 2010 .

Assessing the usability of water taps by older adults with dementia

Jennifer Boger, Jasper Snoek, Babak Taati, 2012, Alzheimer's & Dementia.

Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation

Michael H. Li, S. Fox, B. Taati, 2017, ArXiv.

Improving Face Alignment Accuracy on Clinical Populations and its effect on the Video-based Detection of Neurological Diseases

Y. Yunusova, B. Taati, A. Bandini, 2021 .

The Toronto older adults gait archive: video and 3D inertial motion capture data of older adults’ walking

B. Taati, Sina Mehdizadeh, Andrea Sabo, 2022, Scientific data.

Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia

A. Mansfield, B. Taati, A. Flint, 2021, IEEE Journal of Biomedical and Health Informatics.

Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS

Y. Yunusova, B. Taati, Leif E. R. Simmatis, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Video-Based Facial Movement Analysis in the Assessment of Bulbar Amyotrophic Lateral Sclerosis: Clinical Validation.

Y. Yunusova, B. Taati, L. Zinman, 2022, Journal of speech, language, and hearing research : JSLHR.

Sigmoid Wake Probability Model for High-Resolution Detection of Drowsiness Using Electroencephalogram*

Azadeh Yadollahi, Babak Taati, Ahnaf Rashik Hassan, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Predicting Neck Fluid Accumulation While Supine.

B. Taati, D. Vena, A. Yadollahi, 2015, Journal of healthcare engineering.

Gait changes over time in hospitalized older adults with advanced dementia: Predictors of mobility change

A. Mansfield, B. Taati, M. Faieghi, 2021, PloS one.

Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device

Amir M. Tahmasebi, Babak Taati, Keyvan Hashtrudi-Zaad, 2008, PRESENCE: Teleoperators and Virtual Environments.

Dynamic parameter identification and analysis of a PHANToM haptic device

K. Hashtrudi-Zaad, F. Mobasser, A.M. Tahmasebi, 2005, Proceedings of 2005 IEEE Conference on Control Applications, 2005. CCA 2005..

Feasibility of video-based joint hypermobility assessment in individuals with suspected Ehlers-Danlos syndromes/generalised hypermobility spectrum disorders: a single-site observational study protocol

B. Taati, A. Deshpande, Andrea Sabo, 2022, BMJ Open.

Investigating the feasibility and acceptability of real-time visual feedback in reducing compensatory motions during self-administered stroke rehabilitation exercises: A pilot study with chronic stroke survivors

Rosalie H Wang, Babak Taati, Avril Mansfield, 2019, Journal of rehabilitation and assistive technologies engineering.

Noise Removal of Tracheal Sound Recorded During CPET to Determine Respiratory Rate

Babak Taati, Q. Zhang, C.O. Francisco, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Quality Indicators as Predictors of Future Inspection Performance in Ontario Nursing Homes.

B. Taati, A. Iaboni, P. Mashouri, 2020, Journal of the American Medical Directors Association.

Virtual Hand Illusion in younger and older adults

Jennifer L. Campos, Marge M. Coahran, B. Taati, 2021, Journal of rehabilitation and assistive technologies engineering.

Measuring Gait Variables Using Computer Vision to Assess Mobility and Fall Risk in Older Adults With Dementia

Babak Taati, Andrea Iaboni, Avril Mansfield, 2020, IEEE Journal of Translational Engineering in Health and Medicine.

Use of Free-Living Step Count Monitoring for Heart Failure Functional Classification: Validation Study

J. Cafazzo, B. Taati, H. Ross, 2019, JMIR cardio.

Evaluation of Deep Learning Models for Identifying Surgical Actions and Measuring Performance.

Frank Rudzicz, Babak Taati, Teodor Grantcharov, 2020, JAMA network open.

Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation

Babak Taati, Tiago A. Mestre, Michael H. Li, 2017, Journal of NeuroEngineering and Rehabilitation.

Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation.

B. Taati, A. Yadollahi, Sina Akbarian, 2021, Journal of medical Internet research.

Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation (Preprint)

B. Taati, A. Yadollahi, Sina Akbarian, 2020 .

Validity of non-contact methods for diagnosis of Obstructive Sleep Apnea: a systematic review and meta-analysis.

Marina F Englesakis, B. Taati, E. Huszti, 2023, Journal of clinical anesthesia.

Sleep Apnea Severity Estimation From Tracheal Movements Using a Deep Learning Model

Shumit Saha, Bojan Gavrilovic, Azadeh Yadollahi, 2020, IEEE Access.

Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies pdf

Shehroz S. Khan, M. Mallar Chakravarty, Babak Taati, 2018, ArXiv.

Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia

Babak Taati, Andrea Iaboni, Sina Mehdizadeh, 2021, IEEE Journal of Biomedical and Health Informatics.

The Rubber Hand Illusion in Healthy Younger and Older Adults.

Jennifer L. Campos, B. Taati, Graziella El-Khechen Richandi, 2018, Multisensory research.

Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss

David J. Fleet, T. Grantcharov, F. Rudzicz, 2021, MLHC.

Toward an Automatic System for Computer-Aided Assessment in Facial Palsy

Martinus M. van Veen, T. Hadlock, Y. Yunusova, 2019, Facial plastic surgery & aesthetic medicine.

The Effect of Improving Facial Alignment Accuracy on the Video-based Detection of Neurological Diseases

Babak Taati, Yana Yunusova, Andrea Bandini, 2020 .

Automatic Facial Landmark Localization in Clinical Populations - Improving Model Performance with a Small Dataset

Guarin Dl, B Taati, T Hadlock, 2020 .

Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video *

Azadeh Yadollahi, Babak Taati, Kaiyin Zhu, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions

Babak Taati, Michael H. Li, Azadeh Yadollahi, 2017, IEEE Journal of Biomedical and Health Informatics.

Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders

Shehroz S. Khan, Babak Taati, B. Taati, 2016, Expert Syst. Appl..

A non-contact vision-based system for respiratory rate estimation

Babak Taati, Michael H. Li, Azadeh Yadollahi, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy

Alex Mihailidis, Babak Taati, Rosalie H. Wang, 2017, PervasiveHealth.

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset

B. Taati, John Giorgi, Raeid Saqur, 2023, ArXiv.

Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training

Babak Taati, Thomas Hadjistavropoulos, Abhishek Moturu, 2020, IEEE Journal of Biomedical and Health Informatics.

An Automated Classification of Pathological Gait Using Unobtrusive Sensing Technology

Alex Mihailidis, Babak Taati, Elham Dolatabadi, 2017, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Automated classification of pathological gait after stroke using ubiquitous sensing technology

Alex Mihailidis, Babak Taati, Elham Dolatabadi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds

Babak Taati, Michael A. Greenspan, Yani Ioannou, 2012, 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission.

3D Video Tracking Technology in the Assessment of Orofacial Impairments in Neurological Disease: Clinical Validation.

Y. Yunusova, B. Taati, Leif E. R. Simmatis, 2023, Journal of speech, language, and hearing research : JSLHR.

Automated vision-based analysis of levodopa-induced dyskinesia with deep learning

Babak Taati, Tiago A. Mestre, Michael H. Li, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Detecting and predicting visually induced motion sickness with physiological measures in combination with machine learning techniques.

B. Taati, K. Peck, S. Rezaei, 2022, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation

Michael H. Li, S. Fox, B. Taati, 2017, Journal of NeuroEngineering and Rehabilitation.

Algorithmic Bias in Clinical Populations—Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia

Alex Mihailidis, Babak Taati, Azin Asgarian, 2019, IEEE Access.

Reliability of Automatic Computer Vision-Based Assessment of Orofacial Kinematics for Telehealth Applications

Y. Yunusova, B. Taati, C. Barnett, 2022, Digital Biomarkers.

Towards a single sensor passive solution for automated fall detection

Alex Mihailidis, Jasper Snoek, Babak Taati, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning

Azadeh Yadollahi, Babak Taati, Hisham Alshaer, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Relative tidal volume and respiratory airflow estimation using tracheal sound and movement during sleep

M. Kabir, B. Taati, S. Saha, 2021, Journal of sleep research.

Automatic Respiratory Phase Identification Using Tracheal Sounds and Movements During Sleep

M. Kabir, B. Taati, S. Saha, 2021, Annals of Biomedical Engineering.

Detecting agitation and aggression in people with dementia using sensors—A systematic review

Shehroz S. Khan, Alex Mihailidis, Babak Taati, 2018, Alzheimer's & Dementia.

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 directions

B. Taati, Sina Mehdizadeh, Andrea Sabo, 2021, Journal of neuroengineering and rehabilitation.

Concurrent validity of the Microsoft Kinect for Windows v2 for measuring spatiotemporal gait parameters.

Alex Mihailidis, Babak Taati, Elham Dolatabadi, 2016, Medical engineering & physics.

Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults

Alex Mihailidis, Babak Taati, Ahmad Akl, 2015, IEEE Transactions on Biomedical Engineering.

Estimation of Orofacial Kinematics in Parkinson’s Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking

Babak Taati, Yana Yunusova, Andrea Bandini, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults

Babak Taati, Ahmed Bilal Ashraf, A. Ashraf, 2016, IEEE Journal of Biomedical and Health Informatics.

Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities

Babak Taati, Kenneth M. Prkachin, Thomas Hadjistavropoulos, 2020, ICMI Companion.

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset

B. Taati, John Giorgi, Raeid Saqur, 2023, NeurIPS.

Mixture-Model Clustering of Pathological Gait Patterns

Alex Mihailidis, Babak Taati, Avril Mansfield, 2017, IEEE Journal of Biomedical and Health Informatics.

Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia

Alex Mihailidis, Babak Taati, Azin Asgarian, 2019, CVPR Workshops.

Automated Non-Contact Detection of Head and Body Positions During Sleep

Azadeh Yadollahi, Babak Taati, Kaiyin Zhu, 2019, IEEE Access.

Pain in severe dementia: A comparison of a fine‐grained assessment approach to an observational checklist designed for clinical settings

A. Mihailidis, B. Taati, A. Ashraf, 2018, European journal of pain.

Local shape descriptor selection for object recognition in range data

Babak Taati, Michael A. Greenspan, M. Greenspan, 2011, Comput. Vis. Image Underst..

Variable Dimensional Local Shape Descriptors for Object Recognition in Range Data

Babak Taati, Michael A. Greenspan, Piotr Jasiobedzki, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Interdisciplinary development of manual and automated product usability assessments for older adults with dementia: lessons learned

Alex Mihailidis, Jennifer Boger, Babak Taati, 2016, Disability and rehabilitation. Assistive technology.

Video analysis for identifying human operation difficulties and faucet usability assessment

Alex Mihailidis, Jasper Snoek, Babak Taati, 2013, Neurocomputing.

Analytical Validation of a Webcam-Based Assessment of Speech Kinematics: Digital Biomarker Evaluation following the V3 Framework

Y. Yunusova, B. Taati, Chelsea Tanchip, 2023, Digital Biomarkers.

Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks

Silvia Orlandi, Babak Taati, Yana Yunusova, 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

Subspace selection to suppress confounding source domain information in AAM transfer learning

David J. Fleet, Babak Taati, Azin Asgarian, 2017, 2017 IEEE International Joint Conference on Biometrics (IJCB).

Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video *

Babak Taati, Andrea Iaboni, Sina Mehdizadeh, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Automated assessment of levodopa-induced dyskinesia: Evaluating the responsiveness of video-based features.

Michael H. Li, S. Fox, B. Taati, 2018, Parkinsonism & related disorders.

Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study

B. Taati, A. Yadollahi, Sina Akbarian, 2019, Journal of medical Internet research.