Applied computing in medicine and health /

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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 com...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Al-jumeily, Dhiya (Editor ), Hussain, Abir (Editor ), Mallucci, Conor (Editor ), Oliver, Carol (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Morgan Kaufmann, an imprint of Elsevier, [2016]
Colección:Emerging Topics in Computer Science and Applied Computing.
Temas:
Medicine > Data processing.
Medical informatics.
Computers > statistics & numerical data
Medical Informatics
Medical Informatics Applications
Médecine > Informatique.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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245 0 0 |a Applied computing in medicine and health /  |c edited by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver. 
264 1 |a Waltham, MA :  |b Morgan Kaufmann, an imprint of Elsevier,  |c [2016] 
300 |a 1 online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Emerging Topics in Computer Science and Applied Computing 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
505 8 |a ""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"" 
505 8 |a ""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 ... "" 
505 8 |a ""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"" 
505 8 |a ""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"" 
520 |a 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. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Medicine  |x Data processing. 
650 0 |a Medical informatics. 
650 2 |a Computers  |x statistics & numerical data 
650 2 |a Medical Informatics 
650 2 |a Medical Informatics Applications 
650 6 |a Médecine  |x Informatique. 
650 7 |a Medical informatics.  |2 fast  |0 (OCoLC)fst01014175 
650 7 |a Medicine  |x Data processing.  |2 fast  |0 (OCoLC)fst01014924 
700 1 |a Al-jumeily, Dhiya,  |e editor. 
700 1 |a Hussain, Abir,  |e editor. 
700 1 |a Mallucci, Conor,  |e editor. 
700 1 |a Oliver, Carol,  |e editor. 
776 0 8 |i Print version:  |t Applied computing in medicine and health.  |d Waltham, MA : Morgan Kaufmann, an imprint of Elsevier, [2016]  |z 9780128034682  |z 0128034688 
830 0 |a Emerging Topics in Computer Science and Applied Computing. 
856 4 0 |u https://learning.oreilly.com/library/view/~/9780128034989/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL2197274 
994 |a 92  |b IZTAP 

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