Dynamic parameter identification and analysis of a PHANToM haptic device. - Amir M. Tahmasebi; Babak Taati; Farid Mobasser; Keyvan Hashtrudi-Zaad (CCA, 2005)

A Dynamic Load-Balancing Parallel Search for Enumerative Robot Path Planning. - Babak Taati; Michael A. Greenspan; Kamal Gupta 001 (J. Intell. Robotic Syst., 2006)

Automatic Registration for Model Building using Variable Dimensional Local Shape Descriptors. - Babak Taati; Michel Bondy; Piotr Jasiobedzki; Michael A. Greenspan (3DIM, 2007)

Variable Dimensional Local Shape Descriptors for Object Recognition in Range Data. - Babak Taati; Michel Bondy; Piotr Jasiobedzki; Michael A. Greenspan (ICCV, 2007)

Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device. - Babak Taati; Amir M. Tahmasebi; Keyvan Hashtrudi-Zaad (Presence Teleoperators Virtual Environ., 2008)

Water Flow Detection in a Handwashing Task. - Babak Taati; Jasper Snoek; David Giesbrecht; Alex Mihailidis (CRV, 2010)

Automatic segmentation of video to aid the study of faucet usability for older adults. - Jasper Snoek; Babak Taati; Yulia Eskin; Alex Mihailidis (CVPR Workshops, 2010)

Towards a single sensor passive solution for automated fall detection. - Michael Belshaw; Babak Taati; Jasper Snoek; Alex Mihailidis (EMBC, 2011)

Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia. - Babak Taati; Jasper Snoek; Alex Mihailidis (HISB, 2011)

Local shape descriptor selection for object recognition in range data. - Babak Taati; Michael A. Greenspan (Comput. Vis. Image Underst., 2011)

Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds. - Yani Ioannou; Babak Taati; Robin Harrap; Michael A. Greenspan (3DIMPVT, 2012)

3D Human Motion Analysis to Detect Abnormal Events on Stairs. - Gemma S. Parra-Dominguez; Babak Taati; Alex Mihailidis (3DIMPVT, 2012)

An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation. - Jasper Snoek; Babak Taati; Alex Mihailidis (AAAI Fall Symposium: Artificial Intelligence for Gerontechnology, 2012)

Video analysis for identifying human operation difficulties and faucet usability assessment. - Babak Taati; Jasper Snoek; Alex Mihailidis (Neurocomputing, 2013)

A non-contact vision-based system for respiratory rate estimation. - Michael H. Li; Azadeh Yadollahi; Babak Taati (EMBC, 2014)

Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival. - Babak Taati; Jasper Snoek; Dionne M. Aleman; Ardeshir Ghavamzadeh (IEEE J. Biomed. Health Informatics, 2014)

Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. - Ahmad Akl; Babak Taati; Alex Mihailidis (IEEE Trans. Biomed. Eng., 2015)

Automated classification of pathological gait after stroke using ubiquitous sensing technology. - Elham Dolatabadi; Babak Taati; Alex Mihailidis (EMBC, 2016)

Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults. - Ahmed Bilal Ashraf; Babak Taati (IEEE J. Biomed. Health Informatics, 2016)

Automated vision-based analysis of levodopa-induced dyskinesia with deep learning. - Michael H. Li; Tiago A. Mestre; Susan H. Fox; Babak Taati (EMBC, 2017)

Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept. - Babak Taati; Pranay Lohia; Avril Mansfield; Ahmed Bilal Ashraf (EMBC, 2017)

Subspace selection to suppress confounding source domain information in AAM transfer learning. - Azin Asgarian; Ahmed Bilal Ashraf; David J. Fleet; Babak Taati (IJCB, 2017)

The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy. - Elham Dolatabadi; Ying Xuan Zhi; Bing Ye; Marge M. Coahran; Giorgia Lupinacci; Alex Mihailidis; Rosalie Wang; Babak Taati (PervasiveHealth, 2017)

Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation. - Michael H. Li; Tiago A. Mestre; Susan H. Fox; Babak Taati (CoRR, 2017)

Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders. - Shehroz S. Khan; Babak Taati (Expert Syst. Appl., 2017)

Mixture-Model Clustering of Pathological Gait Patterns. - Elham Dolatabadi; Avril Mansfield; Kara K. Patterson; Babak Taati; Alex Mihailidis (IEEE J. Biomed. Health Informatics, 2017)

Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. - Michael H. Li; Azadeh Yadollahi; Babak Taati (IEEE J. Biomed. Health Informatics, 2017)

Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks. - Andrea Bandini; Jordan R. Green; Babak Taati; Silvia Orlandi; Lorne Zinman; Yana Yunusova (FG, 2018)

A Hybrid Instance-based Transfer Learning Method. - Azin Asgarian; Parinaz Sobhani; Ji Chao Zhang; Madalin Mihailescu; Ariel Sibilia; Ahmed Bilal Ashraf; Babak Taati (CoRR, 2018)

Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies. - Ahmed Ashraf 001; Shehroz S. Khan; Nikhil Bhagwat; M. Mallar Chakravarty; Babak Taati (CoRR, 2018)

Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia. - Azin Asgarian; Shun Zhao; Ahmed Bilal Ashraf; M. Erin Browne; Kenneth M. Prkachin; Alex Mihailidis; Thomas Hadjistavropoulos; Babak Taati (CVPR Workshops, 2019)

Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning. - Maziar Hafezi; Nasim Montazeri; Kaiyin Zhu; Hisham Alshaer; Azadeh Yadollahi; Babak Taati (EMBC, 2019)

Sigmoid Wake Probability Model for High-Resolution Detection of Drowsiness Using Electroencephalogram. - Ahnaf Rashik Hassan; Muammar Kabir; Behrang Keshavarz; Babak Taati; Azadeh Yadollahi (EMBC, 2019)

ioise Removal of Tracheal Sound Recorded During CPET to Determine Respiratory Rate. - Qi Zhang; Cristina De Oliveira Francisco; Muammar Muhammad Kabir; Jing Zhang; Nasim Montazeri; Babak Taati; Azadeh Yadollahi (EMBC, 2019)

Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video. - Kaiyin Zhu; Azadeh Yadollahi; Babak Taati (EMBC, 2019)

Pain Expression Recognition Using Occluded Faces. - Ahmed Ashraf 001; Anqi Yang; Babak Taati (FG, 2019)

Automated Non-Contact Detection of Head and Body Positions During Sleep. - Sina Akbarian; Ghazaleh Delfi; Kaiyin Zhu; Azadeh Yadollahi; Babak Taati (IEEE Access, 2019)

Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia. - Babak Taati; Shun Zhao; Ahmed Bilal Ashraf; Azin Asgarian; M. Erin Browne; Kenneth M. Prkachin; Alex Mihailidis; Thomas Hadjistavropoulos (IEEE Access, 2019)

Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia. - Azin Asgarian; Shun Zhao; Ahmed Bilal Ashraf; M. Erin Browne; Kenneth M. Prkachin; Alex Mihailidis; Thomas Hadjistavropoulos; Babak Taati (CoRR, 2019)

Toward an Automatic System for Computer-Aided Assessment in Facial Palsy. - Diego L. Guarin; Yana Yunusova; Babak Taati; Joseph R. Dusseldorp; Suresh Mohan; Joana Tavares; Martinus M. van Veen; Emily Fortier; Tessa A. Hadlock; Nate Jowett (CoRR, 2019)

Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking. - Diego L. Guarin; Aidan Dempster; Andrea Bandini; Yana Yunusova; Babak Taati (FG, 2020)

Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities. - Siavash Rezaei; Abhishek Moturu; Shun Zhao; Kenneth M. Prkachin; Thomas Hadjistavropoulos; Babak Taati (ICMI Companion, 2020)

Sleep Apnea Severity Estimation From Tracheal Movements Using a Deep Learning Model. - Maziar Hafezi; Nasim Montazeri; Shumit Saha; Kaiyin Zhu; Bojan Gavrilovic; Azadeh Yadollahi; Babak Taati (IEEE Access, 2020)

Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video *. - Andrea Sabo; Sina Mehdizadeh; Andrea Iaboni; Babak Taati (EMBC, 2021)

Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss. - Haiqi Wei; Frank Rudzicz; David J. Fleet; Teodor P. Grantcharov; Babak Taati (MLHC, 2021)

A New Dataset for Facial Motion Analysis in Individuals With Neurological Disorders. - Andrea Bandini; Sia Rezaei; Diego L. Guarin; Madhura Kulkarni; Derrick Lim; Mark I. Boulos; Lorne Zinman; Yana Yunusova; Babak Taati (IEEE J. Biomed. Health Informatics, 2021)

Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training. - Siavash Rezaei; Abhishek Moturu; Shun Zhao; Kenneth M. Prkachin; Thomas Hadjistavropoulos; Babak Taati (IEEE J. Biomed. Health Informatics, 2021)

Automated Temporal Segmentation of Orofacial Assessment Videos. - Saeid Alavi Naeini; Leif E. R. Simmatis; Deniz Jafar; Diego L. Guarin; Yana Yunusova; Babak Taati (BHI, 2022)

Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. - Saeid Alavi Naeini; Leif E. R. Simmatis; Yana Yunusova; Babak Taati (BHI, 2022)

Automated Temporal Segmentation of Orofacial Assessment Videos. - Saeid Alavi Naeini; Leif E. R. Simmatis; Deniz Jafari; Diego L. Guarin; Yana Yunusova; Babak Taati (CoRR, 2022)

Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. - Andrea Sabo; Sina Mehdizadeh; Andrea Iaboni; Babak Taati (IEEE J. Biomed. Health Informatics, 2022)

Pain Detection in Masked Faces during Procedural Sedation. - Yasamin Zarghami; S. Mafeld; Aaron Conway; Babak Taati (FG, 2023)

Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. - Caroline Malin-Mayor; Vida Adeli; Andrea Sabo; Sergey Noritsyn; Carolina Gorodetsky; Alfonso Fasano; Andrea Iaboni; Babak Taati (PRIME@MICCAI, 2023)

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset. - Saeid Alavi Naeini; Raeid Saqur; Mozhgan Saeidi; John M. Giorgi; Babak Taati (NeurIPS, 2023)

Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia. - Vida Adeli; Navid Korhani; Andrea Sabo; Sina Mehdizadeh; Avril Mansfield; Alastair Flint; Andrea Iaboni; Babak Taati (IEEE J. Biomed. Health Informatics, 2023)

Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. - Vida Adeli; Soroush Mehraban; Irene Ballester; Yasamin Zarghami; Andrea Sabo; Andrea Iaboni; Babak Taati (FG, 2024)

Evaluating Recent 2D Human Pose Estimators for 2D-3D Pose Lifting. - Soroush Mehraban; Yiqian Qin; Babak Taati (FG, 2024)

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. - Soroush Mehraban; Vida Adeli; Babak Taati (WACV, 2024)

STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences. - Soroush Mehraban; Mohammad Javad Rajabi; Babak Taati (CoRR, 2024)

SUM: Saliency Unification Through Mamba for Visual Attention Modeling. - Alireza Hosseini; Amirhossein Kazerouni; Saeed Akhavan; Michael Brudno; Babak Taati (WACV, 2025)

STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation. - Alireza Morsali; MohammadJavad Vaez; Hossein Soltani; Amirhossein Kazerouni; Babak Taati; Morteza Mohammad Noori (CoRR, 2025)

Similarity-Aware Token Pruning: Your VLM but Faster. - Ahmadreza Jeddi; Negin Baghbanzadeh; Elham Dolatabadi; Babak Taati (CoRR, 2025)

LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding. - Amirhossein Kazerouni; Soroush Mehraban; Michael Brudno; Babak Taati (CoRR, 2025)

GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain. - Vida Adeli; Soroush Mehraban; Majid Mirmehdi; Alan L. Whone; Benjamin Filtjens; Amirhossein Dadashzadeh; Alfonso Fasano; Andrea Iaboni; Babak Taati (CoRR, 2025)

Red Teaming Large Language Models for Healthcare. - Vahid Balazadeh Meresht; Michael Cooper; David Pellow; Atousa Assadi; Jennifer Bell; Jim Fackler; Gabriel Funingana; Spencer Gable-Cook; Anirudh Gangadhar; Abhishek Jaiswal; Sumanth Kaja; Christopher Khoury; et al. (CoRR, 2025)

Token Perturbation Guidance for Diffusion Models. - Javad Rajabi; Soroush Mehraban; Seyedmorteza Sadat; Babak Taati (CoRR, 2025)

Prompt-Guided Latent Diffusion with Predictive Class Conditioning for 3D Prostate MRI Generation. - Emerson Paul Grabke; Masoom A. Haider; Babak Taati (CoRR, 2025)

Mitigating Multi-Sequence 3D Prostate MRI Data Scarcity through Domain Adaptation using Locally-Trained Latent Diffusion Models for Prostate Cancer Detection. - Emerson Paul Grabke; Babak Taati; Masoom A. Haider (CoRR, 2025)

SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions. - Babak Taati; Muhammad Muzammil; Yasamin Zarghami; Abhishek Moturu; Amirhossein Kazerouni; Hailey Reimer; Alex Mihailidis; Thomas Hadjistavropoulos (CoRR, 2025)