公开(公告)号：US20240111999A1

公开(公告)日：2024-04-04

申请号：US18375960

申请日：2023-10-02

申请人： Google LLC

发明人： Itay Laish ,  Amir Reuven Feder ,  Fan Zhang ,  Ayelet Benjamini

IPC分类号： G06N3/0455 ,  G06N3/048

CPC分类号： G06N3/0455 ,  G06N3/048

摘要： A multi-task neural network system is described. The system includes a shared neural network configured to receive as input a text span from a clinical note, and for each of one or more text segments in the text span, processing the text segment to generate a set of text segment embeddings. The system further includes a segmentation neural network configured to, for each of the one or more text segments, process the respective set of text segment embeddings to determine whether the text segment is a section title or not. The system further includes a section type classification neural network configured to, for each of the one or more text segments, process the respective set of text segment embeddings to classify the text segment into a section type of a plurality of section types.