Machine Learning in Healthcare Informatics

Machine Learning in Healthcare Informatics
Author: Sumeet Dua
Publisher: Springer Science & Business Media
Total Pages: 334
Release: 2013-12-09
Genre: Technology & Engineering
ISBN: 3642400175


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The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.


Machine Learning in Healthcare Informatics
Language: en
Pages: 334
Authors: Sumeet Dua
Categories: Technology & Engineering
Type: BOOK - Published: 2013-12-09 - Publisher: Springer Science & Business Media

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The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine
Machine Learning for Health Informatics
Language: en
Pages: 503
Authors: Andreas Holzinger
Categories: Computers
Type: BOOK - Published: 2016-12-09 - Publisher: Springer

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Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing fu
Deep Learning Techniques for Biomedical and Health Informatics
Language: en
Pages: 367
Authors: Basant Agarwal
Categories: Science
Type: BOOK - Published: 2020-01-14 - Publisher: Academic Press

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Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and heal
Machine Learning with Health Care Perspective
Language: en
Pages: 418
Authors: Vishal Jain
Categories: Technology & Engineering
Type: BOOK - Published: 2020-03-09 - Publisher: Springer Nature

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This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning resea
Computational Intelligence for Machine Learning and Healthcare Informatics
Language: en
Pages: 346
Authors: Rajshree Srivastava
Categories: Computers
Type: BOOK - Published: 2020-06-22 - Publisher: Walter de Gruyter GmbH & Co KG

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This book presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare in