ARTIFICIAL INTELLIGENCE MEDICAL SYMPTOM RECOGNITION SYSTEM BASED ON END-TO-END LEARNING

摘要

A method and system for recognizing a medical symptom from a patient description. An exemplary artificial intelligence system includes a patient interaction interface configured to receive the patient description (103) including at least one span. The system also includes a processor (104). The processor (104) is configured to determine word vectors for words in a span and weights associated with the respective word vectors. The processor (104) is further configured to determine a weighted word vector based on the word vectors and the associated weights. The processor (104) is also configured to construct a span representation using the weighted word vector, and determine the medical symptom based on the span representation.