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Applied computing in medicine and health / edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver.

Contributor(s): Series: Emerging topics in computer science and applied computing©2016Description: 1 online resource (367)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 012803498X
  • 9780128034989
Subject(s): Genre/Form: Additional physical formats: Print version:: Applied computing in medicine and health.LOC classification:
  • R858
Online resources:
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""
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.
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Online resource; title from PDF title page (EBSCO, viewed September 9, 2015).

Includes bibliographical references and index.

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.

""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""

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