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] | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
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] | ||
| Lo trovi qui: Univ. Federico II | ||
| ||