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Biomathematics. Biometry. Biostatistics --- Human medicine --- Medical statistics.

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The book presents current research advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.

Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- neuronale netwerken --- fuzzy logic --- cybernetica --- IoT (Internet of Things) --- KI (kunstmatige intelligentie) --- Data mining. --- Medical statistics. --- Medicine --- Medical Informatics --- Data Science --- Data processing. --- methods. --- AI (artificiële intelligentie)

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Many radiological manuscripts are burdened by limitations relating to study design, definition of enrollment criteria and standard of reference, lack of preliminary estimation of sample size, and incorrect use of statistical tests. These limitations sometimes oblige the reviewer to recommend rejection of a manuscript more frequently than would be the case if rejection were based solely on inherent errors in technical performance or interpretation of imaging modalities. An underlying aim of this book is to facilitate the interaction between radiologists and statisticians by explaining the basics of statistical methods as applied to medical imaging. The intention is to help develop a way of thinking beyond merely how to perform calculations and get p values. Thus, radiologists will be able to solve small statistical problems and, more importantly, to assume the right perspective during the crucial phase when a study is planned and undertaken.

Biomathematics. Biometry. Biostatistics --- Physical methods for diagnosis --- medische statistiek --- biostatistiek --- radiologie --- biometrie --- medische beeldvorming --- Medical radiology --- Biometry. --- Medical statistics. --- Radiography. --- Statistics. --- Biometry --- Radiography --- Statistics as Topic --- Radiologie médicale --- Biométrie. --- Radiographie. --- Statistiques. --- biometrics. --- SCIENCE --- Radiology, Medical --- Statistical methods. --- Méthodes statistiques. --- Physics --- Electromagnetism. --- Radiation. --- afbeelden --- imagery --- geneeskunde --- medicine --- volksgezondheid --- public health --- radiology --- levenswetenschappen --- life sciences --- toegepaste statistiek --- applied statistics --- Medicine (General) --- Geneeskunde (algemeen)