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Text mining of web-based medical content / / edited by Amy Neustein
Text mining of web-based medical content / / edited by Amy Neustein
Pubbl/distr/stampa Berlin : , : Boston : , : De Gruyter, , [2014]
Descrizione fisica 1 online resource (286 p.)
Disciplina 610.285/6
Collana Speech technology and text mining in medicine and healthcare
Soggetto topico Data mining
Medicine - Research
Internet
Medical informatics
Soggetto non controllato Electronic Health Records
Health Mapping Tools
Health-Related Videos
Relationship Extraction Techniques
Speech Processing
Speech-Enabled Web Content
Summarization Techniques
ISBN 1-61451-390-2
1-61451-976-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front matter -- Preface -- Contents -- List of authors -- Part I. Methods and techniques for mining biomedical literature and electronic health records -- 1. Application of text mining to biomedical knowledge extraction: analyzing clinical narratives and medical literature / Neustein, Amy / Imambi, S. Sagar / Rodrigues, Mário / Teixeira, António / Ferreira, Liliana -- 2. Unlocking information in electronic health records using natural language processing: a case study in medication information extraction / Xu, Hua / Joshua, C. Denny -- 3. 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 / Teixeira, António / Ferreira, Liliana / Rodrigues, Mário -- Part II. Machine Learning Techniques for Mining Medical Search Queries and Health-Related Social Media Posts and Tweets -- 4. Predicting dengue incidence in Thailand from online search queries that include weather and climatic variables / Chartree, Jedsada / Angel, Bravo-Salgado / Jimenez, Tamara / Armin, R. Mikler -- 5. 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 / Ghazinour, Kambiz / Sokolova, Marina / Matwin, Stan -- 6. Twitter for health - building a social media search engine to better understand and curate laypersons' personal experiences / Suominen, Hanna / Hanlen, Leif / Cécile, Paris -- Part III. Using speech and audio technologies for improving access to online content for the computer-illiterate and the visually impaired -- 7. An empirical study of user satisfaction with a health dialogue system designed for the Nigerian low-literate, computer-illiterate, and visually impaired / Oyelami, Olufemi -- 8. DVX - the descriptive video exchange project: using crowd-based audio clips to improve online video access for the blind and the visually impaired / Keith, M. Williams -- Part IV. Visual data: new methods and approaches to mining radiographic image data and video metadata -- 9. Information extraction from medical images: evaluating a novel automatic image annotation system using semantic-based visual information retrieval / Dumitru, Dan Burdescu / Stanescu, Liana / Brezovan, Marius -- 10. 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 / Karlsen, Randi / Enrique, Jose / Morell, Borrás / Johan, Gustav Bellika / Vicente, Traver Salcedo -- Editor's biography
Record Nr. UNINA-9910788816503321
Berlin : , : Boston : , : De Gruyter, , [2014]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Text mining of web-based medical content / / edited by Amy Neustein
Text mining of web-based medical content / / edited by Amy Neustein
Pubbl/distr/stampa Berlin : , : Boston : , : De Gruyter, , [2014]
Descrizione fisica 1 online resource (286 p.)
Disciplina 610.285/6
Collana Speech technology and text mining in medicine and healthcare
Soggetto topico Data mining
Medicine - Research
Internet
Medical informatics
Soggetto non controllato Electronic Health Records
Health Mapping Tools
Health-Related Videos
Relationship Extraction Techniques
Speech Processing
Speech-Enabled Web Content
Summarization Techniques
ISBN 1-61451-390-2
1-61451-976-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front matter -- Preface -- Contents -- List of authors -- Part I. Methods and techniques for mining biomedical literature and electronic health records -- 1. Application of text mining to biomedical knowledge extraction: analyzing clinical narratives and medical literature / Neustein, Amy / Imambi, S. Sagar / Rodrigues, Mário / Teixeira, António / Ferreira, Liliana -- 2. Unlocking information in electronic health records using natural language processing: a case study in medication information extraction / Xu, Hua / Joshua, C. Denny -- 3. 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 / Teixeira, António / Ferreira, Liliana / Rodrigues, Mário -- Part II. Machine Learning Techniques for Mining Medical Search Queries and Health-Related Social Media Posts and Tweets -- 4. Predicting dengue incidence in Thailand from online search queries that include weather and climatic variables / Chartree, Jedsada / Angel, Bravo-Salgado / Jimenez, Tamara / Armin, R. Mikler -- 5. 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 / Ghazinour, Kambiz / Sokolova, Marina / Matwin, Stan -- 6. Twitter for health - building a social media search engine to better understand and curate laypersons' personal experiences / Suominen, Hanna / Hanlen, Leif / Cécile, Paris -- Part III. Using speech and audio technologies for improving access to online content for the computer-illiterate and the visually impaired -- 7. An empirical study of user satisfaction with a health dialogue system designed for the Nigerian low-literate, computer-illiterate, and visually impaired / Oyelami, Olufemi -- 8. DVX - the descriptive video exchange project: using crowd-based audio clips to improve online video access for the blind and the visually impaired / Keith, M. Williams -- Part IV. Visual data: new methods and approaches to mining radiographic image data and video metadata -- 9. Information extraction from medical images: evaluating a novel automatic image annotation system using semantic-based visual information retrieval / Dumitru, Dan Burdescu / Stanescu, Liana / Brezovan, Marius -- 10. 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 / Karlsen, Randi / Enrique, Jose / Morell, Borrás / Johan, Gustav Bellika / Vicente, Traver Salcedo -- Editor's biography
Record Nr. UNINA-9910814899003321
Berlin : , : Boston : , : De Gruyter, , [2014]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui