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

Claim 13:
14. A system, comprising:
at least one server computer comprising at least one processor and at least one memory, the at least one server computer configured to:
retrieve a focus sentence from a medical record;
retrieve 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;
tokenize the focus sentence and the contextual data;
determine embeddings for the words of the tokenized focus sentence and the contextual data;
process the embeddings with a word embedding model to determined contextualized embeddings of the words in the focus sentence;
determine a position of the focus sentence in the medical record;
process the contextualized embeddings and the position with a sentence embedding model to determine a sentence embedding vector for the focus sentence;
process 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;
assign at least one type of actionable content to the focus sentence based on values of the elements of the score vector; and
emphasize the focus sentence in the medical record according to the assigned type of actionable content.