Research Article

Electronic Medical Record Entity Recognition via Machine Reading Comprehension and Biaffine

Table 1

Overview of the span extraction task via MRC.

MRC Span extractionā€‰

CorpusText sentenceThe patient was in good health and accidentally fell five hours ago; then, the patient felt pain and went to the hospital; the X-ray showed that the left intertrochanter of patient is fractured; the fluid infusion was provided to patient for symptomatic treatment
QueryWhat is the body part in the EMR?
Answer/label entityLeft intertrochanter