Research for estimating intra-operative pain
Estimating pain during surgery via vital signs is very important since anethesiologists control the level of propofol-remifentanil via pain. There are some indices made to represent the pain score, but there are limitations to be used in OR. So the purpose of the research is to develop the pain index using deep learning model to precisely estimate intraoperative pain.
In this research, we used open dataset from vitalDB. (Lee, HC., Park, Y., Yoon, S.B. et al. VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients. Sci Data 9, 279 (2022). https://doi.org/10.1038/s41597-022-01411-5)
credit to LEE HC, Department of Anesthesiology and Pain Medicine, Seoul National University College of Medicine, Seoul, Korea