國立高雄大學圖資館 |

Language: English

Back

Clinical Chinese named entity recognition in natural language processing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Clinical Chinese named entity recognition in natural language processingby Shuli Guo, Lina Han, Wentao Yang.
Author:	Guo, Shuli.
other author:	Han, Lina.
Published:	Singapore :Springer Nature Singapore :2023.
Description:	1 online resource (xx, 90 p.) :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Natural language processing (Computer science)
Online resource:	https://doi.org/10.1007/978-981-99-2665-7
ISBN:	9789819926657$q(electronic bk.)

Clinical Chinese named entity recognition in natural language processing
Guo, Shuli.

Clinical Chinese named entity recognition in natural language processing[electronic resource] /by Shuli Guo, Lina Han, Wentao Yang. - Singapore :Springer Nature Singapore :2023. - 1 online resource (xx, 90 p.) :ill., digital ;24 cm.

Introduction -- Theoretical Basis -- Related Existed Models -- Medical Named Entity Recognition Models with the Attention Distraction Mechanism -- Transformer Entity Automatic Extraction Models in Multi-Layer Soft Location Matching Format -- Medical Named Entity Recognition Modelling based on Remote Monitoring and Denoising.

This book introduces how to enhance the context capture ability of the model, improve the position information perception ability of the pretrained models, and identify and denoise the unlabeled entities. The Chinese medical named entity recognition is an important branch of the intelligent medicine, which is beneficial to mine the information hidden in medical texts and provide the medical entity information for clinical medical decision-making and medical classification. Researchers, engineers and post-graduate students in the fields of medicine management and software engineering.

ISBN: 9789819926657$q(electronic bk.)

Standard No.: 10.1007/978-981-99-2665-7doiSubjects--Topical Terms:

200539
Natural language processing (Computer science)

LC Class. No.: QP76.9.N38

Dewey Class. No.: 006.35

Clinical Chinese named entity recognition in natural language processing
LDR:01954nmm a2200325 a 4500 001 638074
003 DE-He213
005 20230529102812.0
006 m d
007 cr nn 008maaau
008 230921s2023 si s 0 eng d
020 $a 9789819926657$q(electronic bk.)
020 $a 9789819926640$q(paper)
024 7 $a 10.1007/978-981-99-2665-7 $2 doi
035 $a 978-981-99-2665-7
040 $a GP $c GP
041 0 $a eng
050 4 $a QP76.9.N38
072 7 $a UYQM $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQM $2 thema
082 0 4 $a 006.35 $2 23
090 $a QP76.9.N38 $b G977 2023
100 1 $a Guo, Shuli. $3 809595
245 1 0 $a Clinical Chinese named entity recognition in natural language processing $h [electronic resource] / $c by Shuli Guo, Lina Han, Wentao Yang.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2023.
300 $a 1 online resource (xx, 90 p.) : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Theoretical Basis -- Related Existed Models -- Medical Named Entity Recognition Models with the Attention Distraction Mechanism -- Transformer Entity Automatic Extraction Models in Multi-Layer Soft Location Matching Format -- Medical Named Entity Recognition Modelling based on Remote Monitoring and Denoising.
520 $a This book introduces how to enhance the context capture ability of the model, improve the position information perception ability of the pretrained models, and identify and denoise the unlabeled entities. The Chinese medical named entity recognition is an important branch of the intelligent medicine, which is beneficial to mine the information hidden in medical texts and provide the medical entity information for clinical medical decision-making and medical classification. Researchers, engineers and post-graduate students in the fields of medicine management and software engineering.
650 0 $a Natural language processing (Computer science) $3 200539
650 0 $a Medical informatics $z China. $3 944687
650 0 $a Text data mining $z China. $3 944688
650 1 4 $a Machine Learning. $3 833608
650 2 4 $a Computational Linguistics. $3 274669
650 2 4 $a Clinical Research. $3 911843
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
700 1 $a Han, Lina. $3 809596
700 1 $a Yang, Wentao. $3 944686
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-99-2665-7
950 $a Mathematics and Statistics (SpringerNature-11649)