Babak Taati

Babak Taati

University of Toronto

H-index: 32

North America-Canada

About Babak Taati

Babak Taati, With an exceptional h-index of 32 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Computer Vision, Rehabilitation, Health Monitoring, Ambient Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network

Automating sedation state assessments using natural language processing

Improving Dysarthric Speech Segmentation With Emulated and Synthetic Augmentation

Pain Detection in Masked Faces during Procedural Sedation

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

Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia

System and method for adverse event detection or severity estimation from surgical data

Babak Taati Information

University

Position

Scientist & Assistant Professor KITE | Toronto Rehab - UHN &

Citations(all)

3085

Citations(since 2020)

2241

Cited By

1565

hIndex(all)

32

hIndex(since 2020)

29

i10Index(all)

68

i10Index(since 2020)

60

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Babak Taati Skills & Research Interests

Computer Vision

Rehabilitation

Health Monitoring

Ambient Intelligence

Top articles of Babak Taati

Title

Journal

Author(s)

Publication Date

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

Advances in Neural Information Processing Systems

Saeid Alavi Naeini

Raeid Saqur

Mozhgan Saeidi

John Giorgi

Babak Taati

2024/2/13

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network

Soroush Mehraban

Vida Adeli

Babak Taati

2024

Automating sedation state assessments using natural language processing

Journal of Nursing Scholarship

Aaron Conway

Jack Li

Mohammad Goudarzi Rad

Sebastian Mafeld

Babak Taati

2024/3/26

Improving Dysarthric Speech Segmentation With Emulated and Synthetic Augmentation

IEEE Journal of Translational Engineering in Health and Medicine

Saeid Alavi Naeini

Leif Simmatis

Deniz Jafari

Yana Yunusova

Babak Taati

2024/3/11

Pain Detection in Masked Faces during Procedural Sedation

Y Zarghami

S Mafeld

A Conway

Babak Taati

2023/1/5

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

Carlos Khalil

Sahar Zarabi

Kyle Kirkham

Vedish Soni

Qixuan Li

...

2023/8/1

Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia

Caroline Malin-Mayor

Vida Adeli

Andrea Sabo

Sergey Noritsyn

Carolina Gorodetsky

...

2023/10/8

System and method for adverse event detection or severity estimation from surgical data

2023/5/9

Vision-based detection and quantification of maternal sleeping position in the third trimester of pregnancy in the home setting–Building the dataset and model

PLOS Digital Health

Allan J Kember

Rahavi Selvarajan

Emma Park

Henry Huang

Hafsa Zia

...

2023/10/3

Ambient monitoring of gait and machine learning models for dynamic and short-term falls risk assessment in people with dementia

IEEE journal of biomedical and health informatics

Vida Adeli

Navid Korhani

Andrea Sabo

Sina Mehdizadeh

Avril Mansfield

...

2023/4/14

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

Authorea Preprints

Diego L Guarin

Andrea Bandini

Aidan Dempster

Henry Wang

Siavash Rezaei

...

2023/9/12

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

BioMedical Engineering OnLine

Andrea Sabo

Andrea Iaboni

Babak Taati

Alfonso Fasano

Carolina Gorodetsky

2023/12/11

Analytical validation of a webcam-based assessment of speech kinematics: Digital biomarker evaluation following the V3 framework

Digital Biomarkers

Leif Simmatis

Saeid Alavi Naeini

Deniz Jafari

Michael Kai Yue Xie

Chelsea Tanchip

...

2023/3/29

Transitioning sleeping position detection in late pregnancy using computer vision from controlled to real-world settings: an observational study

Authorea Preprints

Allan Kember

Hafsa Zia

Praniya Elangainesan

Min-En Hsieh

Ramak Adijeh

...

2023/8/23

A pilot observational study of gait changes over time before and after an unplanned hospital visit in long-term care residents with dementia

BMC geriatrics

Hoda Nabavi

Sina Mehdizadeh

Leia C Shum

Alastair J Flint

Avril Mansfield

...

2023/11/8

System and method for surgical performance tracking and measurement

2023/3/7

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

Journal of Speech, Language, and Hearing Research

Deniz Jafari

Leif Simmatis

Diego Guarin

Liziane Bouvier

Babak Taati

...

2023/8/17

Automated, Vision-Based Goniometry and Range of Motion Calculation in Individuals With Suspected Ehlers-Danlos Syndromes/Generalized Hypermobility Spectrum Disorders: A …

IEEE Journal of Translational Engineering in Health and Medicine

Andrea Sabo

Nimish Mittal

Amol Deshpande

Hance Clarke

Babak Taati

2023/11/6

Reliability of automatic computer vision-based assessment of orofacial kinematics for telehealth applications

Digital Biomarkers

Leif Simmatis

Carolina Barnett

Reeman Marzouqah

Babak Taati

Mark Boulos

...

2022/7/21

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

International Journal of Psychophysiology

Behrang Keshavarz

Katlyn Peck

Sia Rezaei

Babak Taati

2022/6/1

See List of Professors in Babak Taati University(University of Toronto)

Co-Authors

H-index: 57
Alex Mihailidis

Alex Mihailidis

University of Toronto

H-index: 56
Thomas Hadjistavropoulos

Thomas Hadjistavropoulos

University of Regina

H-index: 39
Avril Mansfield

Avril Mansfield

University of Toronto

H-index: 36
Yana Yunusova

Yana Yunusova

University of Toronto

H-index: 30
Michael Greenspan

Michael Greenspan

Queens University

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