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Applied computing in medicine and health

Author: Dhiya Al-jumeily; Abir Hussain; Conor Mallucci; Carol Oliver
Publisher: Waltham, MA : Morgan Kaufmann, an imprint of Elsevier, [2016]
Series: Emerging Topics in Computer Science and Applied Computing.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Applied computing in medicine and health.
Waltham, MA : Morgan Kaufmann, an imprint of Elsevier, [2016]
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Dhiya Al-jumeily; Abir Hussain; Conor Mallucci; Carol Oliver
ISBN: 9780128034989 012803498X
OCLC Number: 928852076
Description: 1 online resource.
Contents: ""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""
Series Title: Emerging Topics in Computer Science and Applied Computing.
Responsibility: edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver.

Abstract:

-Applied computing in medicine and health is intended as a comprehensive presentation of ongoing investigations and analysis of current challenges and advances related to applied computing by  Read more...

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