Download or read book Machine Learning with Health Care Perspective written by Vishal Jain and published by Springer Nature. This book was released on 2020-03-09 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.
Download or read book Recent Developments on Structural Equation Models written by Kees van Montfort and published by Springer Science & Business Media. This book was released on 2004-03-31 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: After Karl Jöreskog's first presentation in 1970, Structural Equation Modelling or SEM has become a main statistical tool in many fields of science. It is the standard approach of factor analytic and causal modelling in such diverse fields as sociology, education, psychology, economics, management and medical sciences. In addition to an extension of its application area, Structural Equation Modelling also features a continual renewal and extension of its theoretical background. The sixteen contributions to this book, written by experts from many countries, present important new developments and interesting applications in Structural Equation Modelling. The book addresses methodologists and statisticians professionally dealing with Structural Equation Modelling to enhance their knowledge of the type of models covered and the technical problems involved in their formulation. In addition, the book offers applied researchers new ideas about the use of Structural Equation Modeling in solving their problems. Finally, methodologists, mathematicians and applied researchers alike are addressed, who simply want to update their knowledge of recent approaches in data analysis and mathematical modelling.
Download or read book Differential Equations and Their Applications written by M. Braun and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is a unique blend of the theory of differential equations and their exciting application to ··real world" problems. First, and foremost, it is a rigorous study of ordinary differential equations and can be fully understood by anyone who has completed one year of calculus. However, in addition to the traditional applications, it also contains many exciting '·real life" problems. These applications are completely self contained. First, the problem to be solved is outlined clearly, and one or more differential equations are derived as a model for this problem. These equations are then solved, and the results are compared with real world data. The following applications are covered in this text. I. In Section 1.3 we prove that the beautiful painting ··Disciples at Emmaus" which was bought by the Rembrandt Society of Belgium for $170,000 was a modern forgery. 2. In Section 1.5 we derive differential equations which govern the population growth of various species, and compare the results predicted by our models with the known values of the populations. 3. In Section 1.6 we try to determine whether tightly sealed drums filled with concentrated waste material will crack upon impact with the ocean floor. In this section we also describe several tricks for obtaining informa tion about solutions of a differential equation that cannot be solved explicitly.
Download or read book Mathematics for the International Student 10E MYP 5 Extended written by Michael Haese and published by . This book was released on 2014-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: MYP 5 (Extended) has been designed and written for the IB Middle Years Program (MYP) Mathematics framework. The textbook covers the Extended content outlined in the framework and includes some extension topics.This book may also be used as a general textbook at about 10th Grade (or Year 10) level in classes where students complete a rigorous course in preparation for the study of mathematics at a high level in their final two years of high school.Students who are preparing for Further Mathematics HL at IB Diploma level are encouraged to complete Chapters 27 and 28.The textbook and interactive software provide an engaging and structured package, allowing students to explore and develop their confidence in mathematics.Each chapter begins with an Opening Problem, offering an insight into the application of the mathematics that will be studied in the chapter. Important information and key notes are highlighted, while worked examples provide step-by-step instructions with concise and relevant explanations. Discussions, Activities, Investigations, Puzzles, and Research exercises are used throughout the chapters to develop understanding, problem solving, and reasoning, within an interactive environment.The book contains many problems to cater for a range of student abilities and interests, and every effort has been made to contextualise problems so that students can see the practical applications of the mathematics they are studying.
Download or read book Transport Phenomena in Materials Processing written by David R. Poirier and published by Springer. This book was released on 2016-12-06 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text provides a teachable and readable approach to transport phenomena (momentum, heat, and mass transport) by providing numerous examples and applications, which are particularly important to metallurgical, ceramic, and materials engineers. Because the authors feel that it is important for students and practicing engineers to visualize the physical situations, they have attempted to lead the reader through the development and solution of the relevant differential equations by applying the familiar principles of conservation to numerous situations and by including many worked examples in each chapter. The book is organized in a manner characteristic of other texts in transport phenomena. Section I deals with the properties and mechanics of fluid motion; Section II with thermal properties and heat transfer; and Section III with diffusion and mass transfer. The authors depart from tradition by building on a presumed understanding of the relationships between the structure and properties of matter, particularly in the chapters devoted to the transport properties (viscosity, thermal conductivity, and the diffusion coefficients). In addition, generous portions of the text, numerous examples, and many problems at the ends of the chapters apply transport phenomena to materials processing.
Download or read book Special Functions of Mathematical Physics written by NIKIFOROV and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: With students of Physics chiefly in mind, we have collected the material on special functions that is most important in mathematical physics and quan tum mechanics. We have not attempted to provide the most extensive collec tion possible of information about special functions, but have set ourselves the task of finding an exposition which, based on a unified approach, ensures the possibility of applying the theory in other natural sciences, since it pro vides a simple and effective method for the independent solution of problems that arise in practice in physics, engineering and mathematics. For the American edition we have been able to improve a number of proofs; in particular, we have given a new proof of the basic theorem (§3). This is the fundamental theorem of the book; it has now been extended to cover difference equations of hypergeometric type (§§12, 13). Several sections have been simplified and contain new material. We believe that this is the first time that the theory of classical or thogonal polynomials of a discrete variable on both uniform and nonuniform lattices has been given such a coherent presentation, together with its various applications in physics.
Download or read book Uniform System of Accounts for Water Utilities written by New Jersey. Board of Public Utilities and published by . This book was released on 1912 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Fundamentals of Quantum Mechanics written by Ajit Kumar (Mathematics professor) and published by . This book was released on 2018 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Electromagnetism written by Gerald L. Pollack and published by Addison-Wesley Professional. This book was released on 2002 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electromagnetism sets a new standard in physics education. Throughout the book, the theory is illustrated with real-life applications in modern technology. It also includes detailed work examples and step-by-step explanations to help readers develop their problem-solving strategies and skills and consolidate their understanding. In addition to a meticulous development of thse traditional, analytical mathematical approaches, readers are also introduced to a range of techniques required for solving problems using computers. Electromagnetism provides an ideal preparation for readers who plan advanced studies in electrodynamics as well as those moving into industry or engineering .
Download or read book Design of welded structures written by Omer W. Blodgett and published by . This book was released on 1982 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Differential Equations and Their Applications written by M. Braun and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the past several years the Division of Applied Mathematics at Brown University has been teaching an extremely popular sophomore level differential equations course. The immense success of this course is due primarily to two fac tors. First, and foremost, the material is presented in a manner which is rigorous enough for our mathematics and ap plied mathematics majors, but yet intuitive and practical enough for our engineering, biology, economics, physics and geology majors. Secondly, numerous case histories are given of how researchers have used differential equations to solve real life problems. This book is the outgrowth of this course. It is a rigorous treatment of differential equations and their appli cations, and can be understood by anyone who has had a two semester course in Calculus. It contains all the material usually covered in a one or two semester course in differen tial equations. In addition, it possesses the following unique features which distinguish it from other textbooks on differential equations.
Download or read book Serial Holdings written by CDC Library (U.S.) and published by . This book was released on 1979 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Direct Taxation in the United Kingdom written by Thomas D. Lynch and published by . This book was released on 1968 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book MACHINE LEARNING IN HEALTHCARE written by Dr. Anand Ashok Khatri and published by Xoffencerpublication. This book was released on 2023-06-09 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of how data pertaining to healthcare may be gathered, transferred, processed, stored, and retrieved is what is known as the field of healthcare informatics. Early illness prevention, early disease detection, early disease diagnosis, and early disease therapy are all essential components of this field of research. Within the realm of healthcare informatics, the only types of data that are considered reliable are those that pertain to illnesses, patient histories, and the computing procedures that are required to interpret this data. Conventional medical practices throughout the United States have made significant investments in state-of-the-art technological and computational infrastructure over the course of the last two decades in order to improve their ability to support academics, medical professionals, and patients. Significant resources have been invested in order to raise the quality of medical treatment that can be provided by using these approaches. The aim to offer patients with healthcare that is not only reasonably priced and of good quality, but also completely free of any and all anxiety served as the impetus for these many projects. As a direct result of these efforts, the advantages and significance of utilizing computational tools to help with referrals and prescriptions, to set up and manage electronic health records (EHR), and to make technological advancements in digital medical imaging have become more obvious. These tools can also assist with setting up and managing electronic health records (EHR). It has been shown that computerized physician order entry, commonly known as CPOE, may improve the quality of care that is provided to patients while simultaneously lowering the number of prescription mistakes and adverse drug reactions. When a doctor uses CPOE, they are able to swiftly get pertinent patient data without having to leave the screen where they are entering prescriptions. The history of the patient provides the treating physician with advance notice of any possibly dangerous responses. Moreover, the CPOE offers the physician the ability to monitor the order's development as it moves through the system.
Download or read book Solar energy project written by United States. Department of Energy. Office of Conservation and Solar Applications and published by . This book was released on 1979 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book DESIGN OF WELDMENTS written by Omer W. Blodgett and published by . This book was released on 1963 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt:
