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This book deals with the concept of medical ultrasound imaging and discusses array signal processing in ultrasound. Signal processing using different beamforming techniques in order to achieve a desirable reconstructed image and, consequently, obtain useful information about the imaging medium is the main focus of this book. In this regard, the principles of image reconstruction techniques in ultrasound imaging are fully described, and the required processing steps are completely expanded and analyzed in detail. Simulation results to compare the performance of different beamformers are also included in this book to visualize their differences to the reader. Other advanced techniques in the f...
This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.
A collection of tactical positions from the world's best women chessplayers. Chess lovers of all levels can enjoy the puzzles, as the difficulty goes all the way from one-move killer blows to deep, complex combinations.
Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.
This book approaches the subject from a mechanistic perspective that pitches the language at a level that is understandable to those entering the field and who are not familiar with its common phrases or complex terms. It provides a simple encapsulation of concepts and expands on them. In each chapter the basic concept is explained as simply and clearly as possible without a great deal of detail, then in subsequent sections additional material, exceptions to the general rule, examples, etc., is introduced and built up. Such material was generously supplemented with diagrams; conceptually elegant line diagrams in two or three colors. The artwork was well thought out and able to condense the scientific principles into a novel and visually exciting form. The diagrams encourage browsing or draw the reader to salient points. In addition, the technique of highlighting key concepts in a separate box is used throughout each chapter.
Dispelling our most cherished myths about work-family balance, Suzanne Venker argues in The Two-Income Trap that women who want to get married and have children will find their home lives less chaotic and far more satisfying by making motherhood, not career, their primary focus. The premise of The Two-Income Trap: Why Parents Are Choosing to Stay Home is that childrearing is no longer recognized for the enormous undertaking it is. Having it all is an impossible goal for anyone, male or female. The needs of children dont allow two married parents the freedom to dedicate themselves fully to something else. Its time to shift our paradigm. There is value in pursuing both work and family; but prioritizing family over career, and being realistic with ones goals, is the only way women can be successful at both. The Two-Income Trap does two things: helps elevates the status of parents at home, and helps mothers who want to be employed create a life that works.