Khalil Alipour
Khalil Alipour has 1 paper in the ChatPPG research atlas (2025) and 3 co-authors in the atlas.
Papers
- Cuff-less blood pressure monitoring via PPG signals using a hybrid CNN-BiLSTM deep learning model with attention mechanism2025 · Scientific Reports
This Scientific Reports paper estimates blood pressure from PPG with a hybrid network that combines CNN layers, bidirectional LSTM layers and attention. It was validated on 2,064 patients from the MIMIC-II database and reached mean absolute errors of 1.88 mmHg systolic and 1.34 mmHg diastolic in 5-fold cross-validation.
- Published: Scientific Reports, 2025
- Signals: PPG
- Architecture: CNN + BiLSTM + attention