Download the fantastic book titled Introduction to Computational Health Informatics written by Arvind Kumar Bansal, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Introduction to Computational Health Informatics", which was released on 08 January 2020. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Medical genre.
Summary of Introduction to Computational Health Informatics by Arvind Kumar Bansal PDF
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
Detail About Introduction to Computational Health Informatics PDF
- Author : Arvind Kumar Bansal
- Publisher : CRC Press
- Genre : Medical
- Total Pages : 664 pages
- ISBN : 1000761592
- Release Date : 08 January 2020
- PDF File Size : 46,8 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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