Publications
All
Human-AI Interaction
Human-Robot Interaction
Applied Machine Learning
2023
Understanding the Effect of Counterfactual Explanations on Trust and Reliance on AI for Human-AI Collaborative Clinical Decision Making
ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW)
2023
Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises
International Conference on Learning Representations (ICLR) Time Series Representation Learning for Health
2023
Design, Development, and Evaluation of an Interactive Personalized Robot to Monitor and Coach Rehabilitation Exercises
User Modeling and User-Adapted Interaction
2023
2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders
ACM FAccT Conference on Fairness, Accountability, and Transparency (FAccT)
2022
Enabling AI and Robotic Coaches for Physical Rehabilitation Therapy: Iterative Design and Evaluation with Therapists and Post-Stroke Survivors
International Journal of Social Robotics
2022
Towards Efficient Annotations for a Human-AI Collaborative, Clinical Decision Support System
ACM International Conference on Intelligent User Interfaces (IUI)
2022
A low-cost virtual coach for 2D video-based compensation assessment of upper extremity rehabilitation exercises
Journal of NeuroEngineering and Rehabilitation
2022
2021
A Human-AI Collaborative Approach for Clinical Decision Making on Rehabilitation Assessment
ACM Conference on Human Factors in Computing Systems (CHI)
2021
2020
Co-Design and Evaluation of an Intelligent Decision Support System for Stroke Rehabilitation Assessment
ACM on Human-Computer Interaction. 4 (CSCW2):156
2020
Towards Personalized Interaction and Corrective Feedback of a Socially Assistive Robot for Post-Stroke Rehabilitation Therapy
IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)
2020
Interactive Hybrid Approach to Combine Machine and Human Intelligence for Personalized Rehabilitation Assessment
ACM Conference on Health, Inference, and Learning (CHIL)
2020
An Exploratory Study on Techniques for Quantitative Assessment of Stroke Rehabilitation Exercises
ACM Conference on User Modeling, Adaptation and Personalization (UMAP)
2020
2019
Learning to Assess the Quality of Stroke Rehabilitation Exercises
ACM International Conference on Intelligent User Interfaces (IUI)
2019
An Intelligent Decision Support System for Stroke Rehabilitation Assessment
ACM SIGACCESS Conference on Computers and Accessibility (ASSETS Student Research Competition)
2019
Intelligent Agent for Assessing and Guiding Rehabilitation Exercises
International Joint Conference on Artificial Intelligence (IJCAI Doctoral Consortium)
2019
2018
Statistical Review on Neural Networks
A Technology for Computer-Assisted Stroke Rehabilitation
ACM International Conference on Intelligent User Interfaces (IUI Student Consortium)
2018
2017
An Approach for Self-Training Audio Event Detectors using Web Data
European Signal Processing Conference (EUSIPCO)
2017