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Megan A. Witherow, PhD
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A feasibility study of autism behavioral markers in spontaneous facial, visual, and hand movement response data
MD Samad, N Diawara, JL Bobzien, JW Harrington, MA Witherow, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (2 …, 2017
702017
Floodwater detection on roadways from crowdsourced images
MA Witherow, C Sazara, IM Winter-Arboleda, MI Elbakary, M Cetin, ...
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2019
432019
Transfer learning approach to multiclass classification of child facial expressions
MA Witherow, MD Samad, KM Iftekharuddin
Applications of Machine Learning 11139, 275-282, 2019
182019
Analysis of crowdsourced images for flooding detection
MA Witherow, MI Elbakary, KM Iftekharuddin, M Cetin
VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on …, 2018
152018
Effect of text processing steps on twitter sentiment classification using word embedding
MD Samad, ND Khounviengxay, MA Witherow
arXiv preprint arXiv:2007.13027, 2020
122020
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features
MA Witherow, MD Samad, N Diawara, HY Bar, KM Iftekharuddin
IEEE Transactions on Affective Computing, 2023
102023
Learning latent expression labels of child facial expression images through data-limited domain adaptation and transfer learning
MA Witherow, WJ Shields, MD Samad, KM Iftekharuddin
Applications of Machine Learning 2020 11511, 67-75, 2020
62020
Pilot Study to Discover Candidate Biomarkers for Autism based on Perception and Production of Facial Expressions
MA Witherow, N Diawara, J Keener, JW Harrington, KM Iftekharuddin
arXiv preprint arXiv:2404.16040, 2024
32024
Facial landmark feature fusion in transfer learning of child facial expressions
MA Witherow, MD Samad, N Diawara, KM Iftekharuddin
Applications of Machine Learning 2022 12227, 167-172, 2022
32022
Generalized Adversarial and Hierarchical Co-occurrence Network based Synthetic Skeleton Generation and Human Identity Recognition
JG Zalameda, B Kruse, AM Glandon, MA Witherow, S Shetty, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
32022
Customizable Avatars with Dynamic Facial Action Coded Expressions (CADyFACE) for Improved User Engagement
MA Witherow, C Butler, WJ Shields, F Ilgin, N Diawara, J Keener, ...
arXiv preprint arXiv:2403.07314, 2024
22024
Ethics and robotics
S Bouazzaouri, MA Witherow, KM Castelle
Proceedings of the International Annual Conference of the American Society …, 2016
22016
Eye Tracking Analysis for Facial Expression and Gaze Research in Autism Spectrum Disorders
F Ilgin, M Witherow, KM Iftekharuddin
12023
A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling
MD Samad, MA Witherow
2018 9th International Conference on Computing, Communication and Networking …, 2018
12018
Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals
A Temtam, MA Witherow, L Ma, MS Sadique, FG Moeller, ...
arXiv preprint arXiv:2410.19147, 2024
2024
Automated flood depth estimation on roadways
K Ampofo, M Witherow, A Glandon, M Rahman, A Temtam, M Cetin, ...
Optics and Photonics for Information Processing XVIII 13136, 1313603, 2024
2024
Domain adaptive federated learning for multi-institution molecular mutation prediction and bias identification
W Farzana, MA Witherow, I Longoria, MS Sadique, A Temtam, ...
Medical Imaging 2024: Computer-Aided Diagnosis 12927, 368-375, 2024
2024
Computational Modeling and Analysis of Facial Expressions and Gaze for Discovery of Candidate Behavioral Biomarkers for Children and Young Adults with Autism Spectrum Disorder
MA Witherow
2024
Comparison of machine learning methods for classification of alexithymia in individuals with and without autism from eye-tracking data
F Ilgin, MA Witherow, KM Iftekharuddin
Applications of Machine Learning 2023 12675, 180-185, 2023
2023
Attack Assessment and Augmented Identity Recognition for Human Skeleton Data
JG Zalameda, MA Witherow, AM Glandon, J Aguilera, KM Iftekharuddin
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
2023
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