Practical AI for Healthcare Professionals
Practical AI for Healthcare Professionals

Author: Abhinav Suri

Publisher: Apress

Published: 2021-12-14

Total Pages: 254

ISBN-13: 9781484277799

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Practical AI for Healthcare Professionals Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to practical AI in the medical sphere, focusing on real-life clinical problems, how to solve them with actual code, and how to evaluate the efficacy of those solutions. You’ll start by learning how to diagnose problems as ones that can and cannot be solved with AI. You’ll then learn the basics of computer science algorithms, neural networks, and when each should be applied. Then you’ll tackle the essential parts of basic Python programming relevant to data processing and making AI programs. The Tensorflow/Keras library along with Numpy and Scikit-Learn are covered as well. Once you’ve mastered those basic computer science and programming concepts, you can dive into projects with code, implementation details, and explanations. These projects give you the chance to explore using machine learning algorithms for issues such as predicting the probability of hospital admission from emergency room triage and patient demographic data. We will then use deep learning to determine whether patients have pneumonia using chest X-Ray images. The topics covered in this book not only encompass areas of the medical field where AI is already playing a major role, but also are engineered to cover as much as possible of AI that is relevant to medical diagnostics. Along the way, readers can expect to learn data processing, how to conceptualize problems that can be solved by AI, and how to program solutions to those problems. Physicians and other healthcare professionals who can master these skills will be able to lead AI-based research and diagnostic tool development, ultimately benefiting countless patients.

Introduction to Computers for Healthcare Professionals
Introduction to Computers for Healthcare Professionals

Author: Irene Joos

Publisher: Jones & Bartlett Publishers

Published: 2013-08-21

Total Pages: 712

ISBN-13: 1449697259

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"An ideal resource for introductory computer courses for healthcare professionals, the text provides a comprehensive approach to digital literacy with the incorporation of social media tools. The Sixth Edition features an extensive revision of each chapter to reflect Microsoft Office® 2010 and Windows® 7 updates, as well as computer-assisted communication"--Back cover.

Health Professions Education
Health Professions Education

Author: Institute of Medicine

Publisher: National Academies Press

Published: 2003-07-01

Total Pages: 191

ISBN-13: 030913319X

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The Institute of Medicine study Crossing the Quality Chasm (2001) recommended that an interdisciplinary summit be held to further reform of health professions education in order to enhance quality and patient safety. Health Professions Education: A Bridge to Quality is the follow up to that summit, held in June 2002, where 150 participants across disciplines and occupations developed ideas about how to integrate a core set of competencies into health professions education. These core competencies include patient-centered care, interdisciplinary teams, evidence-based practice, quality improvement, and informatics. This book recommends a mix of approaches to health education improvement, including those related to oversight processes, the training environment, research, public reporting, and leadership. Educators, administrators, and health professionals can use this book to help achieve an approach to education that better prepares clinicians to meet both the needs of patients and the requirements of a changing health care system.

Practice Building 2.0 for Mental Health Professionals: Strategies for Success in the Electronic Age
Practice Building 2.0 for Mental Health Professionals: Strategies for Success in the Electronic Age

Author: Tracy Todd

Publisher: W. W. Norton & Company

Published: 2009-10-26

Total Pages: 242

ISBN-13: 0393713067

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How to use technology to effectively market your private practice. Building and maintaining a private practice today requires initiative, creativity, and a willingness to adapt new tools, technologies, and techniques to your business. As a therapist, and a small business owner of a private practice, you face the challenges of fluctuating market trends, infrastructure inefficiencies, seismic changes in demographic populations, complex reimbursement systems, and technological advances which alter practice patterns. Your “therapist side” may be reluctant to think of yourself as a businessperson; however, if you are to keep offering your valuable services, you owe it to yourself and your clients to build the most effective and efficient practice possible. To do so, you need to take advantage of the latest technology. Tracy Todd presents a number of technologies that will help you build, maintain, and expand your practice. He clearly walks you through the (surprisingly easy) process of creating your own Web site, highlighting the usefulness of features such as online scheduling and payment systems. He also provides overviews of podcasting, videocasting, blogs, and electronic file management, pointing out the benefits of each, and how you can go about applying these tools to your practice. The result is a book that will help you streamline your administrative duties, while expanding your clinical reach—thus helping your practice thrive.

Practice Management for Healthcare Professionals
Practice Management for Healthcare Professionals

Author: Drew Stevens

Publisher: Momentum Press

Published: 2015-10-29

Total Pages: 152

ISBN-13: 1606506986

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Healthcare is one field that remains a growing industry, according to the U.S. Bureau of Labor. As the youngest baby boomers continue to ascend in age, the need to employ qualified health care personnel to both prevent and treat medical issues increases. BLS suggests that there will be substantial growth of people in the healthcare field, from practitioners to operations personnel in administration and technology. Yet, many in the field struggle. This book provides relevant, pertinent, and focused information to aid a new or existing practice. The author, a well-respected international practice management consultant and medical practice coach, offers insights to revive a struggling practice. He provides frameworks, templates, and scripts that practices can immediately use.

The Mental Health Professional and the New Technologies
The Mental Health Professional and the New Technologies

Author: Marlene M. Maheu

Publisher: Taylor & Francis

Published: 2004-09-22

Total Pages: 569

ISBN-13: 1135642974

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New communication technologies have changed the world of mental health professionals and their patients. This practical handbook guides readers through the new practice arenas.

Kinn's The Medical Assistant
Kinn's The Medical Assistant

Author: Deborah B. Proctor

Publisher: Elsevier Health Sciences

Published: 2016-05-04

Total Pages: 1311

ISBN-13: 0323444180

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Comprehensive Medical Assisting begins with Kinn! Elsevier’s 60th Anniversary edition of Kinn’s The Medical Assistant, 13th Edition provides you with real-world administrative and clinical skills that are essential to working in the modern medical office. An applied learning approach to the MA curriculum is threaded throughout each chapter to help you further develop the tactile and critical thinking skills necessary for working in today’s healthcare setting. Paired with our adaptive solutions, real –world simulations, EHR documentation and HESI remediation and assessment, you will learn the leading skills of modern administrative and clinical medical assisting in the classroom! Basics of Diagnostic Coding prepares you to use the ICD-10 coding system. Learning objectives listed in the same order as content makes it easy to review material. Clinical procedures integrated into the TOC give you a quick reference point. Professional behavior boxes provide guidelines on how to interact with patients, families, and coworkers. Patient education and legal and ethical issues are described in relation to the Medical Assistant's job. Applied approach to learning helps you use what you’ve learned in the clinical setting. Learning objectives and vocabulary with definitions highlight what’s important in each chapter. Critical thinking applications test your understanding of the content. Step-by-step procedures explain complex conditions and abstract concepts. Rationales for each procedure clarify the need for each step and explains why it’s being performed. Portfolio builder helps you demonstrate your mastery of the material to potential employers. NEW! Chapter on The Health Record reviews how you’ll be working with a patient’s medical record. NEW! Chapter on Technology in the Medical Office introduces you to the role EHR technology plays in the medical office. NEW! Chapter on Competency-Based Education helps you understand how your mastery of the material will affect your ability to get a job. NEW! Clinical procedure videos helps you visualize and review key procedures.