Cheng Ding
ORCID iDCheng Ding has 1 paper in the ChatPPG research atlas (2024), linked to 1 model, with work using 1 dataset and 5 co-authors in the atlas. Main topics: PPG, quality-robustness, SimSiam, CNN, curriculum-learning.
Papers
- SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals2024 · arXiv preprint
SiamQuality is a convolutional foundation model for physiological signals built to cope with noisy, incomplete real-world data, demonstrated on PPG. The authors present it as a toolset for building foundation models on imperfect physiological data.
- Published: arXiv preprint, 2024
- Signals: PPG
- Architecture: ConvNet (Siamese)