LEADER 03556nam 22007695 450 001 9910739465403321 005 20231106122805.0 010 $a981-9926-65-3 024 7 $a10.1007/978-981-99-2665-7 035 $a(MiAaPQ)EBC30554470 035 $a(Au-PeEL)EBL30554470 035 $a(DE-He213)978-981-99-2665-7 035 $a(BIP)090872585 035 $a(PPN)270620257 035 $a(CKB)26801494000041 035 $a(EXLCZ)9926801494000041 100 $a20230529d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aClinical Chinese Named Entity Recognition in Natural Language Processing /$fby Shuli Guo, Lina Han, Wentao Yang 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (103 pages) 311 08$aPrint version: Guo, Shuli Clinical Chinese Named Entity Recognition in Natural Language Processing Singapore : Springer Singapore Pte. Limited,c2023 9789819926640 320 $aIncludes bibliographical references. 327 $aIntroduction -- 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. 330 $aThis 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. 606 $aMachine learning 606 $aComputational linguistics 606 $aClinical medicine?Research 606 $aImage processing?Digital techniques 606 $aComputer vision 606 $aMachine Learning 606 $aComputational Linguistics 606 $aClinical Research 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aTractament del llenguatge natural (Informātica)$2thub 606 $aInformātica mčdica$2thub 607 $aXina$2thub 608 $aLlibres electrōnics$2thub 610 $aMedicine 610 $aMedical 615 0$aMachine learning. 615 0$aComputational linguistics. 615 0$aClinical medicine?Research. 615 0$aImage processing?Digital techniques. 615 0$aComputer vision. 615 14$aMachine Learning. 615 24$aComputational Linguistics. 615 24$aClinical Research. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 7$aTractament del llenguatge natural (Informātica) 615 7$aInformātica mčdica 676 $a610.285 700 $aGuo$b Shuli$01059573 702 $aHan$b Lina 702 $aYang$b Wentao 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910739465403321 996 $aClinical Chinese Named Entity Recognition in Natural Language Processing$93553524 997 $aUNINA