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


May 07, 2021
Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati


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


Jan 08, 2021
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati


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


Mar 18, 2020
Diego L. Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati

* 4 pages, 1 table 

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


Oct 25, 2019
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

* 21 pages, 4 figures, 1 table 

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


May 17, 2019
Azin Asgarian, Shun Zhao, Ahmed B. Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati

* Face and Gesture Analysis for Health Informatics (FGAHI) Workshop at CVPR 2019 

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A Hybrid Instance-based Transfer Learning Method


Dec 03, 2018
Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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


Dec 03, 2018
Ahmed Ashraf, Shehroz Khan, Nikhil Bhagwat, Mallar Chakravarty, Babak Taati

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 Submission Id: 207 

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Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning


Oct 03, 2017
Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati

* Copyright IEEE. To be published in the proceedings of International Joint Conference on Biometrics (IJCB) 2017 

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


Aug 01, 2017
Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati

* 8 pages, 1 figure. Under review 

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Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders


Mar 22, 2017
Shehroz S. Khan, Babak Taati

* Expert Systems with Applications, Volume 87, 30 November 2017, Pages 280-290 
* 25 pages, 6 figures, 4 Tables 

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Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept


Oct 26, 2016
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Ashraf

* 4 pages, 3 figures, 2 tables 

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


Sep 08, 2012
Yani Ioannou, Babak Taati, Robin Harrap, Michael Greenspan

* Proceedings of the 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission (3DIMPVT) 
* To be published in proceedings of 3DIMPVT 2012 

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