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

Resource Information

The instance Applied computing in medicine and health, edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver, (electronic book) represents a material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool. This resource is a combination of several types including: Instance, Electronic.

Image

http://covers.openlibrary.org/b/isbn/9780128034989-M.jpg?default=false

Label

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

Medium

electronic book

Statement of responsibility

edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver

Instantiates

• Applied computing in medicine and health

Publication

• Amsterdam, Elsevier, c2016

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

Record ID

b3995807

Specific material designation

remote