List of works by Babak Taati

A New Dataset for Facial Motion Analysis in Individuals with Neurological Disorders

scientific article published on 25 August 2020

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

scientific article published in January 2014

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

scientific article published on 22 November 2020

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

scientific article published in 2019

An Automated Classification of Pathological Gait Using Unobtrusive Sensing Technology.

scientific article published on 7 August 2017

Assessing the usability of water taps by older adults with dementia

article published in 2012

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

scientific article published on 14 July 2020

Assessment of product use by older adults with dementia: Automated video analysis

Assessment of product use by older adults with dementia: Defining and analyzing usability

article

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

scientific article published on 16 March 2015

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

Automated classification of pathological gait after stroke using ubiquitous sensing technology.

scientific article published in August 2016

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

scientific article published in July 2017

Automatic Detection of Compensation During Robotic Stroke Rehabilitation Therapy

scientific article published on 15 December 2017

Automatic Respiratory Phase Identification Using Tracheal Sounds and Movements During Sleep

scientific article published on 05 January 2021

Autonomous unobtrusive detection of mild cognitive impairment in older adults

scientific article published on 9 January 2015

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

scientific article published on 4 July 2016

Creating Intelligent Rehabilitation Technology: An Interdisciplinary Effort

Creating Intelligent Rehabilitation Technology: An Interdisciplinary Effort

Data mining in bone marrow transplant records to identify patients with high odds of survival

scientific article

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

scientific article published on 20 March 2018

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

scientific article published on 22 May 2020

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

scientific article published on 02 March 2020

Interdisciplinary Development of Intelligent Rehabilitation Technologies

article

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

scientific article

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.

scientific article published in January 2019

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

scientific article published on 28 May 2020

Mixture-Model Clustering of Pathological Gait Patterns

scientific article published on 24 November 2016

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

scientific article published on 01 July 2019

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

scientific article published on 01 July 2019

Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions

scientific article

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

scientific article published on 21 March 2019

Predicting Neck Fluid Accumulation While Supine

scientific article published in January 2015

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

scientific article published on 05 September 2020

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

scientific article published on 29 October 2019

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

scientific article published on 24 July 2018

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

scientific article published on 01 July 2019

Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning

scientific article published on 01 July 2019

Sleep/Wakefulness Detection Using Tracheal Sounds and Movements

scientific article published on 17 November 2020

The Rubber Hand Illusion in Healthy Younger and Older Adults

scientific article published on 01 January 2018

The feasibility of a vision-based sensor for longitudinal monitoring of mobility in older adults with dementia

article

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

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

scientific article published on 01 January 2020

Towards a single sensor passive solution for automated fall detection.

scientific article published on January 2011

Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training

scientific article published on 18 December 2020

Use of Accelerometer-Based Feedback of Walking Activity for Appraising Progress With Walking-Related Goals in Inpatient Stroke Rehabilitation: A Randomized Controlled Trial

scientific article

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

scientific article published on 17 May 2019

Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept

scientific article published in July 2017

Virtual Hand Illusion in younger and older adults

scientific article published on 01 January 2021

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

scientific article published on 14 October 2019

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

scientific article published in January 2014

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

scientific article published on 20 August 2019

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

scholarly article by Michael H Li et al published 6 November 2018 in Journal of NeuroEngineering and Rehabilitation

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