Patent ID: 11861314
Assignee: ASAPP, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. One or more non-transitory, computer-readable media comprising computer-executable instructions that, when executed, cause at least one processor to perform actions comprising:
retrieving a focus sentence from a medical record;
retrieving contextual data for the focus sentence from the medical record, wherein the contextual data includes words before and after the focus sentence in the medical record;
tokenizing the focus sentence and the contextual data;
determining embeddings for the words of the tokenized focus sentence and the contextual data;
processing the embeddings with a word embedding model to determined contextualized embeddings of the words in the focus sentence;
determining a position of the focus sentence in the medical record;
processing the contextualized embeddings and the position with a sentence embedding model to determine a sentence embedding vector for the focus sentence;
processing the sentence embedding vector with a multi-label classifier to determine a multi-label score vector, wherein each element of the multi-label score vector is associated with a different type of actionable content;
assigning at least one type of actionable content to the focus sentence based on values of the elements of the score vector, and
emphasizing the focus sentence in the medical record according to the assigned type of actionable content.