Xin Liu
University of Washington
H-index: 13
North America-United States
Top articles of Xin Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging | arXiv preprint arXiv:2402.14815 | Yuzhe Yang Yujia Liu Xin Liu Avanti Gulhane Domenico Mastrodicasa | 2024/2/22 |
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement | Akshay Paruchuri Xin Liu Yulu Pan Shwetak Patel Daniel McDuff | 2024 | |
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium | Stefan Hegselmann Helen Zhou Yuyin Zhou Jennifer Chien Sujay Nagaraj | 2023/5 | |
Camera-based remote photoplethysmography to measure heart rate and blood pressure in ambulatory patients with cardiovascular disease: Preliminary analysis | Journal of the American College of Cardiology | Theodore Curran Xin Liu Daniel McDuff Shwetak Patel Eugene Yang | 2023/3/7 |
Mmpd: multi-domain mobile video physiology dataset | Jiankai Tang Kequan Chen Yuntao Wang Yuanchun Shi Shwetak Patel | 2023/7/24 | |
GLOBEM: cross-dataset generalization of longitudinal human behavior modeling | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | Xuhai Xu Xin Liu Han Zhang Weichen Wang Subigya Nepal | 2023/1/11 |
Exploring and characterizing large language models for embedded system development and debugging | arXiv preprint arXiv:2307.03817 | Zachary Englhardt Richard Li Dilini Nissanka Zhihan Zhang Girish Narayanswamy | 2023/7/7 |
Towards Accessible, Equitable, Generalizable and Useful Camera Health Sensing | Xin Liu | 2023 | |
Camera-based remote photoplethysmography to predict blood pressure in clinic patients with cardiovascular disease | Journal of Hypertension | Theodore Curran Xin Liu Daniel Mcduff Chengqian Ma Girish Narayanswamy | 2023/6/1 |
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models | arXiv preprint arXiv:2311.13063 | Zachary Englhardt Chengqian Ma Margaret E Morris Xuhai Xu Chun-Cheng Chang | 2023/11/21 |
Camera-based remote photoplethysmography for blood pressure measurement: current evidence, clinical perspectives, and future applications | Theodore Curran Daniel McDuff Xin Liu Girish Narayanswamy Chengqian Ma | 2023 | |
Large language models are few-shot health learners | arXiv preprint arXiv:2305.15525 | Xin Liu Daniel McDuff Geza Kovacs Isaac Galatzer-Levy Jacob Sunshine | 2023/5/24 |
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data | arXiv preprint arXiv:2311.05371 | Yuxuan Ou Yuzhe Zhang Yuntang Wang Shwetak Patel Daniel McDuf | 2023/11/9 |
Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement | Xin Liu Brian Hill Ziheng Jiang Shwetak Patel Daniel McDuff | 2023 | |
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements | IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) | Girish Narayanswamy Yujia Liu Yuzhe Yang Chengqian Ma Xin Liu | 2024/1/21 |
MMTSA: Multi-Modal Temporal Segment Attention Network for Efficient Human Activity Recognition | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | Ziqi Gao Yuntao Wang Jianguo Chen Junliang Xing Shwetak Patel | 2023/9/27 |
Enabling Real-Time On-Chip Audio Super Resolution for Bone-Conduction Microphones | Sensors | Yuang Li Yuntao Wang Xin Liu Yuanchun Shi Shwetak Patel | 2022/12/20 |
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | Xin Liu Yuntao Wang Sinan Xie Xiaoyu Zhang Zixian Ma | 2022/3/29 |
Using high-fidelity avatars to advance camera-based cardiac pulse measurement | IEEE Transactions on Biomedical Engineering | Daniel Mcduff Javier Hernandez Xin Liu Erroll Wood Tadas Baltrusaitis | 2022/2/16 |
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization | Advances in Neural Information Processing Systems | Xuhai Xu Han Zhang Yasaman Sefidgar Yiyi Ren Xin Liu | 2022/12/6 |
Co-Authors
