Signal Processing in Medicine and Biology: Innovations in Big Data Processing

Iyad Obeid; Joseph Picone; Ivan Selesnick

doi:10.1007/978-3-031-21236-9

Signal Processing in Medicine and Biology: Innovations in Big Data Processing

Iyad Obeid, Joseph Picone, Ivan Selesnick

Research output: Book/Report › Book

Abstract

Signal Processing in Medicine and Biology: Innovations in Big Data Processing provides an interdisciplinary look at state-of-the-art innovations in biomedical signal processing, especially as it applies to large data sets and machine learning. Chapters are presented with detailed mathematics and complete implementation specifics so that readers can completely master these techniques. The book presents tutorials and examples of successful applications and will appeal to a wide range of professionals, researchers, and students interested in applications of signal processing, medicine, and biology at the intersection between healthcare, engineering, and computer science.

Original language	English (US)
Publisher	Springer International Publishing
Number of pages	150
ISBN (Electronic)	9783031212369
ISBN (Print)	9783031212352
DOIs	https://doi.org/10.1007/978-3-031-21236-9
State	Published - Feb 9 2023

Keywords

Adaptive Filtering
Big Data
Bioinformatics
Biomedical Engineering
Biomedical Instrumentation
Biomedical Nanosensors
Data Classification
Linear Filtering and Prediction
Machine Learning
Medical Imaging
Nonlinear Filtering and Prediction
Signal Analysis
Signal Processing
Time-Frequency

ASJC Scopus subject areas

General Engineering
General Biochemistry, Genetics and Molecular Biology
General Computer Science
General Medicine

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10.1007/978-3-031-21236-9

Cite this

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abstract = "Signal Processing in Medicine and Biology: Innovations in Big Data Processing provides an interdisciplinary look at state-of-the-art innovations in biomedical signal processing, especially as it applies to large data sets and machine learning. Chapters are presented with detailed mathematics and complete implementation specifics so that readers can completely master these techniques. The book presents tutorials and examples of successful applications and will appeal to a wide range of professionals, researchers, and students interested in applications of signal processing, medicine, and biology at the intersection between healthcare, engineering, and computer science.",

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AB - Signal Processing in Medicine and Biology: Innovations in Big Data Processing provides an interdisciplinary look at state-of-the-art innovations in biomedical signal processing, especially as it applies to large data sets and machine learning. Chapters are presented with detailed mathematics and complete implementation specifics so that readers can completely master these techniques. The book presents tutorials and examples of successful applications and will appeal to a wide range of professionals, researchers, and students interested in applications of signal processing, medicine, and biology at the intersection between healthcare, engineering, and computer science.

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KW - Biomedical Nanosensors

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KW - Nonlinear Filtering and Prediction

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KW - Time-Frequency

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Signal Processing in Medicine and Biology: Innovations in Big Data Processing

Abstract

Keywords

ASJC Scopus subject areas

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