Konstantinos Barmpas
ORCID iDKonstantinos Barmpas has 1 paper in the ChatPPG research atlas (2025), linked to 1 model and 6 co-authors in the atlas.
Papers
- A Comprehensive Review of Biosignal Foundation Models2025 · Preprint [survey]
This survey by Na Lee, Konstantinos Barmpas and colleagues reviews foundation models for biosignals, including EEG, ECG, EMG, EOG and PPG. It explains what makes each signal hard to train large models on and organizes existing unimodal and multimodal work by data processing, feature extraction, architecture, pretraining approach and evaluation.
- Type: survey (preprint), 2025
- Signals: EEG, ECG, EMG, EOG, PPG
- Scope: unimodal and multimodal foundation models