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Fabian-Sc85 / non-invasive-bp-estimation-using-deep-learning

Assessment of non-invasive blood pressure prediction from PPG and rPPG signals using deep learning
GNU General Public License v3.0
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rPPG Trained Deeplearning model... #8

Closed bioconnect closed 2 years ago

bioconnect commented 2 years ago

Do you have any plans to publish a model trained up to rPPG???

Thanks so much for the info on models trained on non-mixed data!

Fabian-Sc85 commented 2 years ago

Hi, do you mean models that were trained solely on rPPG signals? I am afraid we don't have enough data to train these huge models from scratch. Otherwise, the pretrained models can be fine-tuned for rPPG-based BP prediction using the script retrain_rppg_personalization.py. The models that were pretrained on PPG signals (from the MIMIC-III database) can be downloaded from Zenodo. Hope this helps.