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

    The latest scientific research reveals that the balance of bacteria in an individual’s microbiome can have a profound impact on inflammation throughout the body. In those with psoriasis or autoimmune arthritis, there is often a characteristic lack of certain beneficial bacteria that normally regulate the immune system – known as “keystone” species. This is typically coupled with an overabundance of potentially harmful bacteria that further trigger the inflammatory response. The Keystone Approach calms inflammation at the source by restoring the balance of good and bad bacteria in the microbiome. Based on an in-depth analysis of the latest scientific evidence, The Keystone Approach also explains how to optimize the Mediterranean diet for the greatest reduction in inflammation, along with providing detailed guidance for choosing supplements supported by good-quality clinical trials. ---- Rebecca Fett is a science writer with a degree in molecular biotechnology and biochemistry from the University of Sydney. She previously spent ten years as a biotechnology patent litigation attorney in New York, where she specialized in analyzing the scientific and clinical evidence for immune-targeting biologic medicines

    In that short time, many doctors decide on the likely diagnosis and best treatment. Often, decisions made this way are correct, but at crucial moments they can also be wrong -- with catastrophic consequences. In this myth-shattering book, Jerome Groopman pinpoints the forces and thought processes behind the decisions doctors make. Groopman explores why doctors err and shows when and how they can -- with our help -- avoid snap judgments, embrace uncertainty, communicate effectively, and deploy other skills that can profoundly impact our health. This book is the first to describe in detail the warning signs of erroneous medical thinking and reveal how new technologies may actually hinder accurate diagnoses. How Doctors Think offers direct, intelligent questions patients can ask their doctors to help them get back on track.Groopman draws on a wealth of research, extensive interviews with some of the country’s best doctors, and his own experiences as a doctor and as a patient. He has learned many of the lessons in this book the hard way, from his own mistakes and from errors his doctors made in treating his own debilitating medical problems.How Doctors Think reveals a profound new view of twenty-first-century medical practice, giving doctors and patients the vital information they need to make better judgments together.

    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.

    The implications of their discoveries form tomorrow's headlines, yet Angier writes about the scientists themselves and not merely theri successes. 4-page photo insert.

    Cambridge International AS and A Level Physics covers all the material required for the Cambridge syllabus. The accompanying Student's CD-ROM includes many more questions linked to each chapter, including multiple choice, how to tackle the examinations, and animations, a glossary and summaries. A Teacher's Resource CD-ROM is also available and includes answers to all questions in the Coursebook, together with worksheets describing practical work linked to each chapter in the book.

    this is one of those rare books that will change your beliefs - and in doing so will change your life. tHE ANt AND tHE FERRARI offers readers a clear, navigable path through the big questions that confront us all today. What is the meaning of life? Can we be ethical beings in today's world? Can we know if there is life after death? Is there such a thing as Absolute truth? What caused the Big Bang and why should you care?

    A number of studies show a link between vitamin K2, bone health and heart health. Is vitamin K2 a nutrient you need more of in your diet? As physicians, we feel everyone needs to be aware of the role this vitamin plays in health and wellness. This concise ebook explores the link between vitamin K2 and how it may protect against some of the most common diseases you’re at risk for as you age. Here are some of the questions this book will answer: The Role of Vitamin K in Your Body How Vitamin K2 Differs from Vitamin K1 and Why Most People Don’t Get Enough of It The Various Isoforms of Vitamin K2 and Which Ones Are Most Important for Health The Role Vitamin K2 Plays in Bone Health and Osteoporosis Prevention Vitamin K2 and Heart Disease: Can It Lower Your Risk or Even Reverse Atherosclerosis? Do You Need a Vitamin K2 Supplement? Vitamin K2 and Cancer: Is There a Link? The Role Vitamin K2 Plays in Dental Health Are You at Risk for Vitamin K Deficiency? Can You Get Enough Vitamin K2 Through Diet Alone? The Best Dietary Source of Vitamin K2 Why You Must Have Vitamin K2 if You Take a Vitamin D Supplement Are There Risks to Taking a Vitamin K2 Supplement? One Type of Vitamin K2 Supplement Source You Should Avoid You should have a better understanding of the health benefits of vitamin K2 once you finish.

    It is 4 a.m. I have run arrest calls, treated life-threatening bleeding, held the hand of a young woman dying of cancer, scuttled down miles of dim corridors wanting to sob with sheer exhaustion, forgotten to eat, forgotten to drink, drawn on every fibre of strength that I possess to keep my patients safe from harm.'How does it feel to be spat out of medical school into a world of pain, loss and trauma that you feel wholly ill-equipped to handle? To be a medical novice who makes decisions which - if you get them wrong - might forever alter, or end, a person's life?In 'Your Life in My Hands', television journalist turned junior doctor Rachel Clarke captures the extraordinary realities of life on the NHS frontline. During last year's historic junior doctor strikes, Rachel was at the forefront of the campaign against the government's imposed contract upon young doctors. Her heartfelt, deeply personal account of life as a junior doctor in today's NHS is both a powerful polemic on the degradation of Britain's most vital public institution and a love letter of optimism and hope to that same health service.

    The Chronic Cough Enigma is written for people who have been coughing for months or years and cannot get useful answers from their doctors.More than 20 million Americans suffer from what is known as enigmatic chronic cough. This book provides insights from Dr. Jamie Koufman’s almost forty years of successfully managing thousands of long-suffering cough patients. Indeed, the typical chronic cough patient who comes to her office has been coughing for more than a decade. This book provides the many who suffer from chronic cough new and potentially life-changing information and the potential to be cured.

    Ninety per cent of women experience these symptoms some time between the ages of 40 and 60.Menopause and perimenopause (the hormonal rollercoaster years leading up to a woman's last period) are among our last taboo subjects. Hormone Replacement Therapy (HRT) - once widely prescribed as the magical secret of youth - has been shunned by women and their doctors for two decades. Dr Ginni Mansberg, one of Australia's most trusted health and wellbeing experts, is here to work through the evidence and bust the taboos out of the water. The M Word is all about you and your choices. Are you being offered the best solutions for your menopause issues? Because there are great solutions to help you thrive in this new stage of life.

    Personal, poignant, and meticulously precise, these stories evoke Chekhov, Maugham, and William Carlos Williams, admitting readers to the beating heart of medicine. Internal Medicine is an account of what it means to be a doctor, to be mortal, and to be human.

    This book was originally written by third-year medical students searching for the perfect review book--not finding it on the market, they wrote it themselves! Now in its third edition, Step-Up to Medicine boils down the full scope of tested pathology in a single ingenious tool. Each element is tailored for immediate content absorption, and an all-new, full-color interior differentiate elements for even faster, more efficient review. And, Step-Up to Medicine , third edition provides two types of self-assessment--the kinds of questions you will ask yourself as a clinician plus USMLE-style practice questions. This review book gives you just the Step-Up to the medicine clerkship, accompanying shelf exams, and USMLE Step 2 that you need! NEW Features for this blockbuster edition: Full-color, updated interior design brings the content to you in a rousing, memorable style. Full-color, updated art program illustrates concepts when a picture says it best--plenty of clinical images also supplement topics. New content on evidence-based medicine keeps you current and informed to guide your clinical decision making. Expanded content on drug dosing is added where relevant.CLASSIC Features students swear by: Complete coverage of high-yield medical topics ensures you are test ready Clinical Pearls boxes help you "file away" clinical medicine connections for handy retrieval at test time Quick Hits glimmering in the margins highlight highly testable material--just see how the sparks fly at test timeBONUS Material and study resources: eBook with the fully searchable text is available via thePoint . NEW 300 USMLE-style questions provide another means of self-assessment and practice for those exams NEW Audio clips of breath and heart sounds also available on thePoint

    Michelle Harrison kept throughout her months of residency in OB/GYN--draws us into the serious and thrilling work of delivering new life into the world...and into Dr. Harrison's own struggle to reconcile the often startling difference between patient care and hospital convenience. She writes about her patients, for whom she never had quite enough time; about her colleagues, with whom she did not always agree; about the excitement of learning new procedures; about the pressures that never let up. She brings us as close as most of us are likely to come to the intense inner life of a big hospital."

    Goljan, MD, makes it easy for you to master all of the pathology material covered on the USMLE™ Step 1 Exam. It combines an outline-format review of key concepts with over 400 hundred USMLE-style practice questions - online - that give you all the practice you need to succeed! Book • Outline format: Concise, high-yield subject matter is presented in a study-friendly format.• High-yield margin notes: Key content that is most likely to appear on the exam is reinforced in the margin notes.• Visual elements: Full-color photographs are utilized to enhance your study and recognition of key pathology images. Abundant two-color schematics and summary tables enhance your study experience.• Two-color design: Colored text and headings make studying more efficient and pleasing.New! Online Study and Testing Tool• A minimum of 350 USMLE Step 1–type MCQs: Clinically oriented, multiple-choice questions that mimic the current USMLE format, including high-yield images and complete rationales for all answer options. • Online benefits: New review and testing tool delivered via the USMLE Consult platform, the most realistic USMLE review product on the market. Online feedback includes results analyzed to the subtopic level (discipline and organ system). • Test mode: Create a test from a random mix of questions or by subject or keyword using the timed test mode. USMLE Consult simulates the actual test-taking experience using NBME’s FRED interface, including style and level of difficulty of the questions and timing information. Detailed feedback and analysis shows your strengths and weaknesses and allows for more focused study. • Practice mode: Create a test from randomized question sets or by subject or keyword for a dynamic study session. The practice mode features unlimited attempts at each question, instant feedback, complete rationales for all answer options, and a detailed progress report. • Online access: Online access allows you to study from an internet-enabled computer wherever and whenever it is convenient. This access is activated through registration on www.studentconsult.com with the pin code printed inside the front cover.Student Consult• Full online access: You can access the complete text and illustrations of this book on www.studentconsult.com. • Save content to your PDA: Through our unique Pocket Consult platform, you can clip selected text and illustrations and save them to your PDA for study on the fly! • Free content: An interactive community center with a wealth of additional valuable resources is available.