3 citations · 3 across the 3 of their papers we have counts for
4 papers
Lightweight Adaptation of EEG Foundation Models for Stroke Motor Imagery Decoding: Domain Shift and Subject-Level Robustness
Anh T. Nguyen, Zihua Sun, Michelle J. Johnson
Motor imagery (MI) electroencephalography (EEG) decoding could support post-stroke rehabilitation, but models developed on healthy cohorts may not transfer reliably to pathological…
TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
Zhixiang Lu, Xiwei Liu, Sifan Song +5
Transcatheter Aortic Valve Replacement (TAVR) planning requires meticulous multimodal reasoning. However, adapting Multimodal Large Language Models (MLLMs) to this high-stakes doma…
Robust EEG Functional Connectivity Metrics for Decoding Action Observation Conditions and Observed Actions
Anh T. Nguyen, Zachary A. Rentala, Michelle J. Johnson
Action observation (AO) paradigms probe motor-system engagement, yet the electroencephalographic (EEG) functional connectivity (FC) metrics that best capture AO-related dynamics re…
Exploring EEG Responses during Observation of Actions Performed by Human Actor and Humanoid Robot
Anh T. Nguyen, Ajay Anand, Michelle J. Johnson
Action observation (AO) therapy is a promising rehabilitative treatment for motor and language function in individuals recovering from neurological conditions, such as stroke. This…