Publications and Talks

Sidulova, Mariia, Xudong Sun, and Alexej Gossmann. “Deep Unsupervised Clustering for Conditional Identification of Subgroups Within a Digital Pathology Image Set.” MICCAI, 2023.
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Sidulova, Mariia, and Chung Hyuk Park. “Conditional Variational Autoencoder for Functional Connectivity Analysis of Autism Spectrum Disorder Functional Magnetic Resonance Imaging Data: A Comparative Study.” Bioengineering 10.10 (2023): 1209.
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Provisional Patent
[coming…]

Xie, Baijun, Mariia Sidulova, and Chung Hyuk Park. “Robust multimodal emotion recognition from conversation with transformer-based crossmodality fusion.” Sensors 21.14 (2021): 4913.
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Sidulova, Mariia, Nina Nehme, and Chung Huyk Park. “Towards Explainable Image Analysis for Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis.” 2021 IEEE Applied Imagery Pattern Recognition Workshop (AIPR). IEEE, 2021.
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Sidulova, Mariia, Ria Kim, and Chung Hyuk Park. “Cerebrovascular Event Detection Robotic System: Rob Bitt.” 2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob). IEEE, 2020. (Best Student Paper Award Nominee)
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GW New Venture Competition Semifinal Presentation

Sidulova, Mariia, and Chung Hyuk Park. “Towards Explainable Diagnosis of Alzheimer’s.”
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Sidulova, Mariia, et al. “Musical Intervention: A Case Study on Longitudinal Analysis with Mixed Initiative Child-Robot Interaction.” ICRA, 2022
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