Signal Processing and Machine Learning for Biomedical Big Data - Image 1

£170.00

It has never been this cheap. We have no record of a lower price.

£170 today · cheaper than every other day in the last 3 months

CRC Press Signal Processing and Machine Learning for Biomedical Big Data

Name: Signal Processing and Machine Learning for Biomedical Big Data
Brand: CRC Press
Price: 170.0 GBP
Availability: InStock

AI & Machine Learning

Price Distribution

Price distribution over 58 days • 1 price levels

Days at Price

Price Analysis

Most common price: £170 (58 days, 100.0%)

Price range: £170 - £170

Price levels: 1 different prices over 58 days

Description

Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle information collected from single individuals to large cohorts, in relation to their health and wellness status, at one or several time points.'' Such data is crucial because within it lies vast amounts of invaluable information that could potentially change a patient's life, opening doors to alternate therapies, drugs, and diagnostic tools. Signal Processing and Machine Learning for Biomedical Big Data thus discusses modalities; the numerous ways in which this data is captured via sensors; and various sample rates and dimensionalities. Capturing, analyzing, storing, and visualizing such massive data has required new shifts in signal processing paradigms and new ways of combining signal processing with machine learning tools. This book covers several of these aspects in two ways: firstly, through theoretical signal processing chapters where tools aimed at big data (be it biomedical or otherwise) are described; and, secondly, through application-driven chapters focusing on existing applications of signal processing and machine learning for big biomedical data. This text aimed at the curious researcher working in the field, as well as undergraduate and graduate students eager to learn how signal processing can help with big data analysis. It is the hope of Drs. Sejdic and Falk that this book will bring together signal processing and machine learning researchers to unlock existing bottlenecks within the healthcare field, thereby improving patient quality-of-life. Provides an overview of recent state-of-the-art signal processing and machine learning algorithms for biomedical big data, including applications in the neuroimaging, cardiac, retinal, genomic, sleep, patient outcome prediction, critical care, and rehabilitation domains. Provides contributed chapters from world leaders in the fields of big data and signal processing, covering topics such as data quality, data compression, statistical and graph signal processing techniques, and deep learning and their applications within the biomedical sphere. This book’s material covers how expert domain knowledge can be used to advance signal processing and machine learning for biomedical big data applications.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1498773451
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 05 July 2018
Listed Since: 09 August 2017

Barcode

No barcode data available

It has never been this cheap. We have no record of a lower price.

CRC Press Signal Processing and Machine Learning for Biomedical Big Data

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Biomedical Signal Processing: A Modern Approach (Biomedical Signal and Image Processing)

Biomedical Signal Processing and Signal Modeling

Signal Processing Techniques for Computational Health Informatics: 192 (Intelligent Systems Reference Library, 192)

Biosignal and Medical Image Processing

Pattern Recognition and Data Analysis with Applications: 888 (Lecture Notes in Electrical Engineering, 888)

Model-Based Deep Learning (Foundations and Trends® in Signal Processing)

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach

Information Technology in Biomedicine: Proceedings 6th International Conference, ITIB’2018, Kamień Śląski, Poland, June 18–20, 2018: 762 (Advances in Intelligent Systems and Computing, 762)

Biomedical Signal Processing and Artificial Intelligence in Healthcare (Developments in Biomedical Engineering and Bioelectronics)

Signal Processing for Neuroscientists: An Introduction to the Analysis of Physiological Signals

Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications

Information Technologies in Medicine: 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 2: 472 (Advances in Intelligent Systems and Computing, 472)

VipIMAGE 2017 Proceedings - Computational Vision Medical Imaging

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, ... in Computational Vision and Biomechanics, 27)

Information Technologies in Biomedicine: 47 (Advances in Intelligent and Soft Computing, 47)

Advanced Biosignal Processing

Biometrics under Biomedical Considerations (Series in BioEngineering)

Advanced Methods in Biomedical Signal Processing and Analysis

Academic Press - Deep Learning for Biomedical Data Analysis

Biomedical Sensing and Analysis: Signal Processing in Medicine and Biology

Singular Spectrum Analysis of Biomedical Signals

Machine Learning Methods for Signal, Image and Speech Processing

Time Frequency and Wavelets in Biomedical Signal Processing: 1 (IEEE Press Series on Biomedical Engineering)

Computational Intelligence in Biomedical Engineering

It has never been this cheap. We have no record of a lower price.

CRC Press Signal Processing and Machine Learning for Biomedical Big Data

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Biomedical Signal Processing: A Modern Approach (Biomedical Signal and Image Processing)

Biomedical Signal Processing and Signal Modeling

Signal Processing Techniques for Computational Health Informatics: 192 (Intelligent Systems Reference Library, 192)

Biosignal and Medical Image Processing

Pattern Recognition and Data Analysis with Applications: 888 (Lecture Notes in Electrical Engineering, 888)

Model-Based Deep Learning (Foundations and Trends® in Signal Processing)

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach

Information Technology in Biomedicine: Proceedings 6th International Conference, ITIB’2018, Kamień Śląski, Poland, June 18–20, 2018: 762 (Advances in Intelligent Systems and Computing, 762)

Biomedical Signal Processing and Artificial Intelligence in Healthcare (Developments in Biomedical Engineering and Bioelectronics)

Signal Processing for Neuroscientists: An Introduction to the Analysis of Physiological Signals

Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications

Information Technologies in Medicine: 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 2: 472 (Advances in Intelligent Systems and Computing, 472)

VipIMAGE 2017 Proceedings - Computational Vision Medical Imaging

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, ... in Computational Vision and Biomechanics, 27)

Information Technologies in Biomedicine: 47 (Advances in Intelligent and Soft Computing, 47)

Advanced Biosignal Processing

Biometrics under Biomedical Considerations (Series in BioEngineering)

Advanced Methods in Biomedical Signal Processing and Analysis

Academic Press - Deep Learning for Biomedical Data Analysis

Biomedical Sensing and Analysis: Signal Processing in Medicine and Biology

Singular Spectrum Analysis of Biomedical Signals

Machine Learning Methods for Signal, Image and Speech Processing

Time Frequency and Wavelets in Biomedical Signal Processing: 1 (IEEE Press Series on Biomedical Engineering)

Computational Intelligence in Biomedical Engineering