Search Results for author: Jiyao Wang

Found 3 papers, 1 papers with code

PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement

no code implementations10 May 2024 Jiyao Wang, Hao Lu, Ange Wang, Xiao Yang, Yingcong Chen, Dengbo He, Kaishun Wu

Additionally, we introduced prior knowledge from physiology among tasks to overcome the imbalance of label space under real-world multi-task physiological measurement.

Domain Generalization Multi-Task Learning

Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation

no code implementations29 Aug 2023 Jiyao Wang, Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan

Insufficiency of training data is a persistent issue in medical image analysis, especially for task-based functional magnetic resonance images (fMRI) with spatio-temporal imaging data acquired using specific cognitive tasks.

Data Augmentation

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