Introduction to computational health informatics:
This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clin...
Gespeichert in:
| Beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
[2020]
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| Schriftenreihe: | Chapman & Hall/CRC data mining and knowledge discovery series
|
| Schlagwörter: | |
| Links: | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2345847 https://doi.org/10.1201/9781003003564 |
| Zusammenfassung: | This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development |
| Beschreibung: | Includes bibliographical references and index |
| Umfang: | 1 Online-Ressource |
| ISBN: | 9781000761436 1000761436 9781003003564 1003003567 9781000761597 1000761592 |
| DOI: | 10.1201/9781003003564 |
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| author | Bansal, Arvind Kumar Khan, Javed I. Alam, S. Kaisar |
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| discipline | Informatik Medizin |
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| isbn | 9781000761436 1000761436 9781003003564 1003003567 9781000761597 1000761592 |
| language | English |
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| publisher | CRC Press |
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| series2 | Chapman & Hall/CRC data mining and knowledge discovery series |
| spellingShingle | Bansal, Arvind Kumar Khan, Javed I. Alam, S. Kaisar Introduction to computational health informatics Medical informatics / Study and teaching Medizinische Informatik (DE-588)4038261-8 gnd |
| subject_GND | (DE-588)4038261-8 |
| title | Introduction to computational health informatics |
| title_auth | Introduction to computational health informatics |
| title_exact_search | Introduction to computational health informatics |
| title_full | Introduction to computational health informatics by Arvind Kumar Bansal, Javed Iqbal Khan, S. Kaisar Alam |
| title_fullStr | Introduction to computational health informatics by Arvind Kumar Bansal, Javed Iqbal Khan, S. Kaisar Alam |
| title_full_unstemmed | Introduction to computational health informatics by Arvind Kumar Bansal, Javed Iqbal Khan, S. Kaisar Alam |
| title_short | Introduction to computational health informatics |
| title_sort | introduction to computational health informatics |
| topic | Medical informatics / Study and teaching Medizinische Informatik (DE-588)4038261-8 gnd |
| topic_facet | Medical informatics / Study and teaching Medizinische Informatik |
| url | https://doi.org/10.1201/9781003003564 |
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