000 14003nam a22014295i 4500
001 9781614513902
003 DE-B1597
005 20240730161842.0
006 m|||||o||d||||||||
007 cr || ||||||||
008 230228t20142014gw fo d z eng d
019 _a(OCoLC)960201781
020 _a9781614513902
024 7 _a10.1515/9781614513902
_2doi
035 _a(DE-B1597)212017
035 _a(OCoLC)922639748
040 _aDE-B1597
_beng
_cDE-B1597
_erda
041 0 _aeng
044 _agw
_cDE
072 7 _aCOM079000
_2bisacsh
245 0 0 _aText Mining of Web-Based Medical Content /
_ced. by Amy Neustein.
264 1 _aBerlin ;
_aBoston :
_bDe Gruyter,
_c[2014]
264 4 _c©2014
300 _a1 online resource (263 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aSpeech Technology and Text Mining in Medicine and Health Care ,
_x2329-5198 ;
_v1
505 0 0 _tFrontmatter --
_tPreface --
_tContents --
_tList of authors --
_tPart I. Methods and techniques for mining biomedical literature and electronic health records --
_t1. Application of text mining to biomedical knowledge extraction: analyzing clinical narratives and medical literature --
_t2. Unlocking information in electronic health records using natural language processing: a case study in medication information extraction --
_t3. Online health information semantic search and exploration: reporting on two prototypes for performing information extraction on both a hospital intranet and the world wide web --
_tPart II. Machine Learning Techniques for Mining Medical Search Queries and Health-Related Social Media Posts and Tweets --
_t4. Predicting dengue incidence in Thailand from online search queries that include weather and climatic variables --
_t5. A study of personal health information posted online: using machine learning to validate the importance of the terms detected by MedDRA and SNOMED in revealing health information in social media --
_t6. Twitter for health - building a social media search engine to better understand and curate laypersons' personal experiences --
_tPart III. Using speech and audio technologies for improving access to online content for the computer-illiterate and the visually impaired --
_t7. An empirical study of user satisfaction with a health dialogue system designed for the Nigerian low-literate, computer-illiterate, and visually impaired --
_t8. DVX - the descriptive video exchange project: using crowd-based audio clips to improve online video access for the blind and the visually impaired --
_tPart IV. Visual data: new methods and approaches to mining radiographic image data and video metadata --
_t9. Information extraction from medical images: evaluating a novel automatic image annotation system using semantic-based visual information retrieval --
_t10. Helping patients in performing online video search: evaluating the importance of medical terminology extracted from MeSH and ICD-10 in health video title and description --
_tEditor's biography
506 0 _arestricted access
_uhttp://purl.org/coar/access_right/c_16ec
_fonline access with authorization
_2star
520 _a• Includes Text Mining and Natural Language Processing Methods for extracting information from electronic health records and biomedical literature.• Analyzes text analytic tools for new media such as online forums, social media posts, tweets and video sharing.• Demonstrates how to use speech and audio technologies for improving access to online content for the visually impaired. Text Mining of Web-Based Medical Content examines various approaches to deriving high quality information from online biomedical literature, electronic health records, query search terms, social media posts and tweets. Using some of the latest empirical methods of knowledge extraction, the authors show how online content, generated by both professionals and laypersons, can be mined for valuable information about disease processes, adverse drug reactions not captured during clinical trials, and tropical fever outbreaks. Additionally, the authors show how to perform infromation extraction on a hospital intranet, how to build a social media search engine to glean information about patients' own experiences interacting with healthcare professionals, and how to improve access to online health information. This volume provides a wealth of timely material for health informatic professionals and machine learning, data mining, and natural language researchers. Topics in this book include:• Clinical Documents in Electronic Health Records• Summarization Techniques for Online Health Data• Natural Language Processing for Text Mining• Query Expansion Techniques for Tweets• Online Video Data Retrieval of Health-Related Videos• Dengue Fever Outbreaks• Bioemergencies and Social Media Posts• Speech-based Disease Screening for Malaria, Yellow Fever, Typhoid, and Lassa Fever• Audio Access to Online Video Data for the Visually Impaired
520 _a• Includes Text Mining and Natural Language Processing Methods for extracting information from electronic health records and biomedical literature.• Analyzes text analytic tools for new media such as online forums, social media posts, tweets and video sharing.• Demonstrates how to use speech and audio technologies for improving access to online content for the visually impaired. Text Mining of Web-Based Medical Content examines various approaches to deriving high quality information from online biomedical literature, electronic health records, query search terms, social media posts and tweets. Using some of the latest empirical methods of knowledge extraction, the authors show how online content, generated by both professionals and laypersons, can be mined for valuable information about disease processes, adverse drug reactions not captured during clinical trials, and tropical fever outbreaks. Additionally, the authors show how to perform infromation extraction on a hospital intranet, how to build a social media search engine to glean information about patients' own experiences interacting with healthcare professionals, and how to improve access to online health information. This volume provides a wealth of timely material for health informatic professionals and machine learning, data mining, and natural language researchers. Topics in this book include:• Mining Biomedical Literature and Clinical Narratives • Medication Information Extraction • Machine Learning Techniques for Mining Medical Search Queries • Detecting the Level of Personal Health Information Revealed in Social Media • Curating Layperson's Personal Experiences with Health Care from Social Media and Twitter • Health Dialogue Systems for Improving Access to Online Content • Crowd-based Audio Clips to Improve Online Video Access for the Visually Impaired • Semantic-based Visual Information Retrieval for Mining Radiographic Image Data • Evaluating the Importance of Medical Terminology in YouTube Video Titles and Descriptions
530 _aIssued also in print.
538 _aMode of access: Internet via World Wide Web.
546 _aIn English.
588 0 _aDescription based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023)
650 4 _adata mining.
_93907
650 4 _aelektrotechnik.
_977492
650 4 _amaschinelles lernen.
_975264
650 4 _asprachverarbeitung.
_976088
650 7 _aCOMPUTERS / Social Aspects / General.
_2bisacsh
_976345
653 _aElectronic Health Records.
653 _aHealth Mapping Tools.
653 _aHealth-Related Videos.
653 _aRelationship Extraction Techniques.
653 _aSpeech Processing.
653 _aSpeech-Enabled Web Content.
653 _aSummarization Techniques.
700 1 _aAngel, Bravo-Salgado,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978138
700 1 _aArmin, R. Mikler,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978139
700 1 _aBellika, Johan,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978140
700 1 _aBravo-Salgado, Angel,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978141
700 1 _aBrezovan, Marius ,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978142
700 1 _aBrezovan, Marius,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978143
700 1 _aBurdescu, Dumitru Dan,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978144
700 1 _aChartree, Jedsada,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978145
700 1 _aCécile, Paris,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978146
700 1 _aDenny, Joshua C.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978147
700 1 _aDumitru, Dan Burdescu,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978148
700 1 _aEnrique, Jose,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978149
700 1 _aFerreira, Liliana,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978150
700 1 _aGhazinour, Kambiz,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978151
700 1 _aHanlen, Leif,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978152
700 1 _aImambi, S. Sagar ,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978153
700 1 _aImambi, S. Sagar,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978154
700 1 _aJimenez, Tamara,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978155
700 1 _aJohan, Gustav Bellika,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978156
700 1 _aJoshua, C. Denny,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978157
700 1 _aKarlsen, Randi,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978158
700 1 _aKeith, M. Williams,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978159
700 1 _aMatwin, Stan,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978160
700 1 _aMikler, Armin R.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978161
700 1 _aMorell, Borrás,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978162
700 1 _aMorell, Jose Enrique Borras,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978163
700 1 _aMoses, Oyelami Olufemi,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978164
700 1 _aNeustein, Amy,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978165
700 1 _aNeustein, Amy,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_978165
700 1 _aOyelami, Olufemi,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978166
700 1 _aParis, Cecile,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978167
700 1 _aRodrigues, Mario,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978168
700 1 _aRodrigues, Mário,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978169
700 1 _aSalcedo, Vicente,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978170
700 1 _aSokolova, Marina,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978171
700 1 _aStanescu, Liana,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978172
700 1 _aSuominen, Hanna,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978173
700 1 _aTeixeira, António Joaquim S.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978174
700 1 _aTeixeira, António,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978175
700 1 _aVicente, Traver Salcedo,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978176
700 1 _aWilliams, Keith M.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978177
700 1 _aXu, Hua,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_978178
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tDGBA Backlist Complete English Language 2000-2014 PART1
_z9783110238570
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tDGBA Backlist Physical Sciences 2000-2014 (EN)
_z9783110238518
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tDGBA Physical Sciences 2000 - 2014
_z9783110637212
_oZDB-23-GPS
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE Complete Package 2014
_z9783110369526
_oZDB-23-DGG
773 0 8 _iTitle is part of eBook package:
_dDe Gruyter
_tEBOOK PACKAGE Engineering 2014
_z9783110369656
_oZDB-23-DIW
776 0 _cEPUB
_z9781614519768
776 0 _cprint
_z9781614515418
856 4 0 _uhttps://doi.org/10.1515/9781614513902
856 4 0 _uhttps://www.degruyter.com/isbn/9781614513902
856 4 2 _3Cover
_uhttps://www.degruyter.com/document/cover/isbn/9781614513902/original
912 _a978-3-11-023851-8 DGBA Backlist Physical Sciences 2000-2014 (EN)
_c2000
_d2014
912 _a978-3-11-023857-0 DGBA Backlist Complete English Language 2000-2014 PART1
_c2000
_d2014
912 _aEBA_BACKALL
912 _aEBA_CL_CHCOMSGSEN
912 _aEBA_DGALL
912 _aEBA_EBACKALL
912 _aEBA_EBKALL
912 _aEBA_ECL_CHCOMSGSEN
912 _aEBA_EEBKALL
912 _aEBA_ESTMALL
912 _aEBA_STMALL
912 _aGBV-deGruyter-alles
912 _aPDA12STME
912 _aPDA13ENGE
912 _aPDA18STMEE
912 _aPDA5EBK
912 _aZDB-23-DGG
_b2014
912 _aZDB-23-DIW
_b2014
912 _aZDB-23-GPS
_c2000
_d2014
942 _cEBK
999 _c84567
_d84567