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Babak Taati

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

Aug 22, 2022
Saeid Alavi Naeini, Leif Simmatis, Yana Yunusova, Babak Taati

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* 2022 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

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Automated Temporal Segmentation of Orofacial Assessment Videos

Aug 22, 2022
Saeid Alavi Naeini, Leif Simmatis, Deniz Jafari, Diego L. Guarin, Yana Yunusova, Babak Taati

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* 2022 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

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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

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* 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

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* 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

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* 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

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* 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

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* 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

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

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