03556nam 22007695 450 991073946540332120231106122805.0981-9926-65-310.1007/978-981-99-2665-7(MiAaPQ)EBC30554470(Au-PeEL)EBL30554470(DE-He213)978-981-99-2665-7(BIP)090872585(PPN)270620257(CKB)26801494000041(EXLCZ)992680149400004120230529d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierClinical Chinese Named Entity Recognition in Natural Language Processing /by Shuli Guo, Lina Han, Wentao Yang1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (103 pages)Print version: Guo, Shuli Clinical Chinese Named Entity Recognition in Natural Language Processing Singapore : Springer Singapore Pte. Limited,c2023 9789819926640 Includes bibliographical references.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.Machine learningComputational linguisticsClinical medicine—ResearchImage processing—Digital techniquesComputer visionMachine LearningComputational LinguisticsClinical ResearchComputer Imaging, Vision, Pattern Recognition and GraphicsTractament del llenguatge natural (Informàtica)thubInformàtica mèdicathubXinathubLlibres electrònicsthubMedicineMedicalMachine learning.Computational linguistics.Clinical medicine—Research.Image processing—Digital techniques.Computer vision.Machine Learning.Computational Linguistics.Clinical Research.Computer Imaging, Vision, Pattern Recognition and Graphics.Tractament del llenguatge natural (Informàtica)Informàtica mèdica610.285Guo Shuli1059573Han LinaYang WentaoMiAaPQMiAaPQMiAaPQBOOK9910739465403321Clinical Chinese Named Entity Recognition in Natural Language Processing3553524UNINA