Fetal PRAMS

Train the computer to identify pain using the NFCS with better precision than humanly possible.

Fetal PRAMS is a computational initiative that uses machine learning training with the Neonatal Facial Coding System (NFCS) to identify pain indicators in neonates. By training algorithms on expert-labeled facial action data, the project aims to develop automated pain detection that exceeds the precision of human observers.