Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    For patients to achieve maximum benefits of this surgical correction, they need understand and manage many important details both before and in the first year after surgery.This comprehensive guide explains everything from the preoperative decision-making process to the surgery itself, how to prepare your home for post-surgery rehabilitation, and a week by week description of how to rehabilitate yourself following your TKA. The road to recovery is laid out clearly in this book in such detail that there are no surprises. It concentrates extensively on postoperative rehabilitation, which is vital to the success of a TKA, and as important as the surgery itself.This book contains 145 exercises, 190 illustrations and photos, and questions and answers at the end of each chapter. It empowers patients with the knowledge they need to take charge of their own rehabilitation program.

    Written in response to great demand from both the medical and psychological communities, as well as from her own devoted readers, Dr. Weekes’s revolutionary approach to treating nervous tension is sympathetic, medically sound, and quite possibly one of the most successful step-by-step guides to mental health available.

    Its step-by-step approach guides you through the process, helping you formulate a nursing diagnosis based on known information and assessment findings; identify the appropriate nursing diagnosis; and create a care plan that includes desired outcomes, interventions, and evidence-based rationales. Nursing Diagnosis Handbook is an essential care planning resource you will turn to again and again throughout your nursing education and career.Provides care plans for every NANDA-I approved nursing diagnosis.Includes examples of and suggested NIC and NOC interventions and outcomes for each care plan.A convenient A-to-Z organization in Sections I and II helps you quickly locate key information.Evidence-based practice information is incorporated throughout.Includes complete coverage of pediatric, geriatric, and multicultural considerations, as well as home care and client/family teaching guidelines for each condition.A Care Plan Constructor on the Evolve website helps you create customized plans of care.Features the most up-to-date 2007-2008 NANDA-I approved nursing diagnoses, including approximately 15 new, 20 revised, and 5 replacement diagnoses.Provides a more detailed explanation of NIC and NOC taxonomies and their use in care planning.Explanations of assessment versus action interventions help guide you to the correct choice of intervention.Covers important information on concept mapping.Patient/Family Teaching sections offer expanded wellness and health promotion information.Clustered wellness nursing diagnoses are quick and easy to locate.Includes the latest evidence-based nursing rationales.

    Over 1,000 Board-style questions, with detailed rationales, cover the most essential, need-to-know concepts in physiology. Includes thorough reviews of all major body systems, with emphasis on system interaction, homeostasis, and pathophysiology.Offers a comprehensive practice exam of over 1,000 questions in USMLE format.Includes answers and explanations for every question, as well as page references to the Guyton & Hall's Textbook of Medical Physiology.Follows a parallel chapter organization to Textbook of Medical Physiology.Provides all of the essential information needed to prepare for the physiology portion of the USMLE Step 1.Dedicates a brief section to helpful hints on preparing for the USMLE exam.

    This edition introduces Embryologic Notes and includes up-to-date new Clinical Notes, Clinical Problems, and review questions. All illustrations have been recolored, and all Surface Anatomy illustrations are now in color. Upgraded clinical imaging includes radiographs, CT scans, MRIs, and sonograms.A companion Website offers the book's fully searchable text.

    Chapters cover cancer, infection, immune disorders, genetics, and disorders of each body system, highlighting pathophysiologic processes, resulting signs and symptoms, diagnostic test findings, and current treatments. Reader-friendly features include illustrations, checklists, and full-color miniguides illustrating the pathophysiology of specific disorders.This edition has new full-color miniguides on cancer pathophysiology and neuropathology. A new Focus on Genetics feature identifies gene-related discoveries and their implications for treatment or diagnosis. Review questions and answers follow current NCLEX-RN® requirements and alternate-format questions are included.

    It avoids overburdening the reader with topographical detail that is unnecessary for the medical student. Minimum assumptions are made of existing knowledge of the subject.'Key point' boxes for reinforcement and quick revision Glossary of important terms 'Clinical detail' boxes closely integrated with relevant neuroanatomyComplete revision and updating of text. Revision nad expansion of summary chapter, providing overview of entire subject. Clinical material updated to reflect current prevalence of neurological disease. Artwork entirely redrawn for improved clarity and closer integration with text.

    Their reactions inspired her to compile her experiences. The result was Call It, an entertaining and refreshingly honest memoir of her nursing career. Follow her in the adrenaline charged Emergency Department, the Intensive Care Unit and during her daily routine as an Infection Control Nurse. She also worked as a Quality Improvement nurse and Case Manager for the health insurance industry. The book details successes, failures and some great laughs in every area. Medical show afficionados will not be disappointed and student nurses might learn some valuable lessons and insight about potential career paths.

    It may feel as if your world has shifted on its axis, and you'll never get your bearings. Navigating your way through the morass of doctors, medical terms, and the healthcare system can be daunting, especially when you want only what's best for the person you love. Dr. John Cassidy has devoted the past twenty-five years to helping families cope with traumatic brain injury; Mindstorms is his compassionate, comprehensive manual to demystifying this often frightening and life-changing condition. More than 6.3 million Americans live with a severe disability caused by a traumatic brain injury. In fact, because it's so commonplace, but little talked of, TBI is often referred to as the "silent epidemic." In these pages, Dr. Cassidy walks you through the different types of brain injury; explodes the common myths surrounding it; demonstrates the ways in which TBI may affect memory, behavior, and social interaction; explores the newest options in treatment and rehabilitation; and shows you how to hold on to your own sense of self as you journey through. Along with the practical information you'll need, Mindstorms offers a constellation of instructive, moving stories from families and patients who are slowly, but surely, finding their way back. Their experiences are sure to inspire you and yours.

    Terms are introduced in the context of human anatomy and physiology to help you understand exactly what they mean, and case studies and vignettes throughout the book demonstrate how they're used in practice. With all this plus NEW animations and games on the companion CD, you'll be amazed at how easily medical terminology becomes part of your vocabulary.

    When there aren’t enough of them, or they aren’t working properly, chronic diseases can manifest and persist. From industry leaders, sport stars, and Hollywood icons to thousands of everyday, ordinary people, stem cell therapy has helped when standard medicine failed. Many of them had lost hope. These are their stories. Neil H Riordan, author of MSC: Clinical Evidence Leading Medicine’s Next Frontier, the definitive textbook on clinical stem cell therapy, brings you an easy-to-read book about how and why stem cells work, and why they’re the wave of the future. “Neil takes readers on a riveting journey through the past, present and future of stem cell therapy. His well-researched, educational and entertaining book could change your life. I highly recommend it.” Tony Robbins, NY Times #1 Bestselling Author 100 years old will soon become the new 60. Stem cells are a key therapeutic to enable this future. Dr. Riordan’s book is your guide to why this is true and how you will benefit. A must read for anyone who cares about extending their healthy lifespan.” Peter H. Diamandis, MD; Founder, XPRIZE & Singularity University; Co-Founder, Human Longevity, Inc.; Author of NY Times Best Sellers Abundance and Bold

    Margaret I. Cuomo is inspired to seek out new strategies for waging a smarter war on cancer.This year, about 1.6 million new cases of cancer will be diagnosed and more than 1,500 people will die "per day." We've been asked to accept the disappointing strategy to "manage cancer as a chronic disease." We've allowed pharmaceutical companies to position cancer drugs that extend life by just weeks and may cost $100,000 for a single course of treatment as breakthroughs. Where is the bold leadership that will transform our system from treatment to prevention? Have we forgotten the mission of the National Cancer Act of 1971 to "conquer cancer"?Through an analysis of more than 40 years of medical evidence and interviews with the top cancer researchers, drug company executives, and health policy advisers, Dr. Cuomo reveals intriguing answers to these questions. She shows us how all cancer stakeholders--the pharmaceutical industry, the government, physicians, and concerned Americans--can change the way we view and fight cancer in this country.

    How do you identify a serial killer?What are the tell-tale signs of guilt?Can we now solve the unsolvable?Since even before the first season of Silent Witness in 1996, forensic science has played an increasingly important role in the investigation of violent crimes.With a boom in cold-blooded cases throughout the 1980s, police began to rely on DNA evidence to help them find perpetrators and since then forensic science has taken off as a powerful tool in solving murders. Bestselling true crime author Wensley Clarkson takes us beyond the headlines to examine the real-life stories where forensics have played a crucial role. He speaks to experts who have worked on the most gruesome, most chilling and most shocking crime scenes and explains how notorious criminal cases from across the world were solved.And he shows how the silent witness is often the one who screams the loudest.

    With extensive treatment of the heart of epidemiology-from study designs to descriptive epidemiology to quantitative measures-this reader-friendly text is accessible and interesting to a wide range of beginning students in all health-related disciplines. A unique focus is given to real-world applications of epidemiology and the development of skills that students can apply in subsequent course work and in the field. The text is also accompanied by a complete package of instructor and student resources available through a companion Web site.