Coverart for item
The Resource Applied computing in medicine and health, edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver, (electronic book)

Applied computing in medicine and health, edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver, (electronic book)

Label
Applied computing in medicine and health
Title
Applied computing in medicine and health
Statement of responsibility
edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver
Contributor
Editor
Subject
Language
eng
Summary
Applied Computing in Medicine and Health is a comprehensive presentation of on-going investigations into current applied computing challenges and advances, with a focus on a particular class of applications, primarily artificial intelligence methods and techniques in medicine and health. Applied computing is the use of practical computer science knowledge to enable use of the latest technology and techniques in a variety of different fields ranging from business to scientific research. One of the most important and relevant areas in applied computing is the use of artificial intelligence
Member of
Cataloging source
IDEBK
Dewey number
610.285
Index
index present
LC call number
R858
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Al-Jumeily, Dhiya
  • Hussain, Abir
  • Mallucci, Conor
  • Oliver, Carol
Series statement
Emerging topics in computer science and applied computing
http://library.link/vocab/subjectName
Medicine
Label
Applied computing in medicine and health, edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • ""Front Cover""; ""Applied Computing in Medicine and Health""; ""Copyright""; ""Contents""; ""List of Contributors""; ""Editor Biographies""; ""Author Biographies""; ""CHAPTER 1""; ""CHAPTER 2""; ""CHAPTER 3""; ""CHAPTER 4""; ""CHAPTER 5""; ""CHAPTER 6""; ""CHAPTER 7""; ""CHAPTER 8""; ""CHAPTER 9""; ""CHAPTER 10""; ""CHAPTER 11""; ""CHAPTER 12""; ""CHAPTER 13""; ""CHAPTER 14""; ""Acknowledgment""; ""Introduction""; ""TECHNOLOGY IN HEALTH""; ""ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSIS""; ""THE IMPORTANCE OF DATA ANALYTICS""; ""DECISION SUPPORT SYSTEM (DSS)""; ""WHY THIS BOOK""
  • ""THE ORGANIZATION OF THE BOOK""""Chapter 1 -- Early Diagnosis of Neurodegenerative Diseases from Gait Discrimination to Neural Synchronization""; ""INTRODUCTION""; ""RESEARCH CHALLENGES""; ""NEURODEGENERATIVE DISEASES""; ""CLASSIFICATION ALGORITHMS FOR NDDS""; ""NEURAL SYNCHRONIZATION AND DATA COLLECTION""; ""NEURAL SYNCHRONY MEASUREMENT TECHNIQUE""; ""DATA DESCRIPTION AND DATA FILTERING""; ""DIFFERENT APPROACHES TO COMPUTE EEG SYNCHRONY""; ""STATISTICAL ANALYSIS""; ""CONCLUSION""; ""REFERENCES""
  • ""Chapter 2 -- Lifelogging Technologies to Detect Negative Emotions Associated with Cardiovascular Disease""""INTRODUCTION""; ""BACKGROUND""; ""RESEARCH CHALLENGES""; ""SUMMARY""; ""Acknowledgements""; ""REFERENCES""; ""Chapter 3 -- Gene Selection Methods for Microarray Data""; ""INTRODUCTION TO GENE SELECTION""; ""FEATURE SELECTION ALGORITHMS BASED ON WRAPPER APPROACH""; ""UNSUPERVISED FILTER BASED FEATURE SELECTION ALGORITHMS""; ""CONCLUSIONS""; ""REFERENCES""; ""Chapter 4 -- Brain MRI Intensity Inhomogeneity Correction Using Region of Interest, Anatomic Structural Map, and Outlier Det ...""
  • ""INTRODUCTION""""MATHEMATICAL MODELS OF BIAS FIELD""; ""DESIGN TECHNIQUES OF CURRENT ALGORITHMS""; ""IMPORTANCE OF CURRENT ALGORITHMS""; ""METHODS""; ""EXPERIMENTAL DESIGN""; ""DISCUSSION""; ""CONCLUSION""; ""REFERENCES""; ""Chapter 5 -- Leveraging Big Data Analytics for Personalized Elderly Care: Opportunities and Challenges""; ""INTRODUCTION""; ""THE CHALLENGE OF PERSONALIZATION IN ELDERLY CARE""; ""BIG DATA ANALYTICS FOR ELDERLY CARE""; ""PROPOSED FRAMEWORK""; ""EXAMPLE SCENARIO""; ""DISCUSSION AND CONCLUSION""; ""REFERENCES""
  • ""Chapter 6 -- Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning""""INTRODUCTION""; ""MONITORING INTRAPARTUM FETAL HYPOXIA""; ""AMBULATORY CTG MONITORING""; ""PROPOSED METHODOLOGY""; ""FUTURE RESEARCH DIRECTIONS""; ""CONCLUSIONS""; ""REFERENCES""; ""Chapter 7 -- Recurrent Neural Networks in Medical Data Analysis and Classifications""; ""INTRODUCTION""; ""MEDICAL DATA PREPROCESSING""; ""CLASSIFICATION""; ""RNNS FOR CLASSIFICATION""; ""INTRODUCTION TO PRETERM""; ""ELECTROHYSTEROGRAM""; ""UTERINE EHG SIGNAL PROCESSING""; ""MODELING RNN FOR FORECASTING""
Control code
SCIDI919297881
Dimensions
unknown
Extent
1 online resource (367)
Form of item
online
Isbn
9780128034989
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Specific material designation
remote
Label
Applied computing in medicine and health, edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • ""Front Cover""; ""Applied Computing in Medicine and Health""; ""Copyright""; ""Contents""; ""List of Contributors""; ""Editor Biographies""; ""Author Biographies""; ""CHAPTER 1""; ""CHAPTER 2""; ""CHAPTER 3""; ""CHAPTER 4""; ""CHAPTER 5""; ""CHAPTER 6""; ""CHAPTER 7""; ""CHAPTER 8""; ""CHAPTER 9""; ""CHAPTER 10""; ""CHAPTER 11""; ""CHAPTER 12""; ""CHAPTER 13""; ""CHAPTER 14""; ""Acknowledgment""; ""Introduction""; ""TECHNOLOGY IN HEALTH""; ""ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSIS""; ""THE IMPORTANCE OF DATA ANALYTICS""; ""DECISION SUPPORT SYSTEM (DSS)""; ""WHY THIS BOOK""
  • ""THE ORGANIZATION OF THE BOOK""""Chapter 1 -- Early Diagnosis of Neurodegenerative Diseases from Gait Discrimination to Neural Synchronization""; ""INTRODUCTION""; ""RESEARCH CHALLENGES""; ""NEURODEGENERATIVE DISEASES""; ""CLASSIFICATION ALGORITHMS FOR NDDS""; ""NEURAL SYNCHRONIZATION AND DATA COLLECTION""; ""NEURAL SYNCHRONY MEASUREMENT TECHNIQUE""; ""DATA DESCRIPTION AND DATA FILTERING""; ""DIFFERENT APPROACHES TO COMPUTE EEG SYNCHRONY""; ""STATISTICAL ANALYSIS""; ""CONCLUSION""; ""REFERENCES""
  • ""Chapter 2 -- Lifelogging Technologies to Detect Negative Emotions Associated with Cardiovascular Disease""""INTRODUCTION""; ""BACKGROUND""; ""RESEARCH CHALLENGES""; ""SUMMARY""; ""Acknowledgements""; ""REFERENCES""; ""Chapter 3 -- Gene Selection Methods for Microarray Data""; ""INTRODUCTION TO GENE SELECTION""; ""FEATURE SELECTION ALGORITHMS BASED ON WRAPPER APPROACH""; ""UNSUPERVISED FILTER BASED FEATURE SELECTION ALGORITHMS""; ""CONCLUSIONS""; ""REFERENCES""; ""Chapter 4 -- Brain MRI Intensity Inhomogeneity Correction Using Region of Interest, Anatomic Structural Map, and Outlier Det ...""
  • ""INTRODUCTION""""MATHEMATICAL MODELS OF BIAS FIELD""; ""DESIGN TECHNIQUES OF CURRENT ALGORITHMS""; ""IMPORTANCE OF CURRENT ALGORITHMS""; ""METHODS""; ""EXPERIMENTAL DESIGN""; ""DISCUSSION""; ""CONCLUSION""; ""REFERENCES""; ""Chapter 5 -- Leveraging Big Data Analytics for Personalized Elderly Care: Opportunities and Challenges""; ""INTRODUCTION""; ""THE CHALLENGE OF PERSONALIZATION IN ELDERLY CARE""; ""BIG DATA ANALYTICS FOR ELDERLY CARE""; ""PROPOSED FRAMEWORK""; ""EXAMPLE SCENARIO""; ""DISCUSSION AND CONCLUSION""; ""REFERENCES""
  • ""Chapter 6 -- Prediction of Intrapartum Hypoxia from Cardiotocography Data Using Machine Learning""""INTRODUCTION""; ""MONITORING INTRAPARTUM FETAL HYPOXIA""; ""AMBULATORY CTG MONITORING""; ""PROPOSED METHODOLOGY""; ""FUTURE RESEARCH DIRECTIONS""; ""CONCLUSIONS""; ""REFERENCES""; ""Chapter 7 -- Recurrent Neural Networks in Medical Data Analysis and Classifications""; ""INTRODUCTION""; ""MEDICAL DATA PREPROCESSING""; ""CLASSIFICATION""; ""RNNS FOR CLASSIFICATION""; ""INTRODUCTION TO PRETERM""; ""ELECTROHYSTEROGRAM""; ""UTERINE EHG SIGNAL PROCESSING""; ""MODELING RNN FOR FORECASTING""
Control code
SCIDI919297881
Dimensions
unknown
Extent
1 online resource (367)
Form of item
online
Isbn
9780128034989
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Specific material designation
remote

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