Reflecting author's experience as a teacher, guide and examiner this book is primarily for the MBBS students to face the practical examination and viva; however, it is also useful for the students pursuing MD/DNB (Community Medicine), MPH, DPH and other relevant disciplines. - The book is designed with many figures and tables for easy understanding. - Practical part of the book includes spotters with coloured figures, exercises with solutions and clinicosocial case with details of specific cases. Additionally, chapters such as dietary assessment, family study proforma and visits to various centres are included. - Viva part includes important sample theory viva questions with answers. - This book is provided with online content which includes additional practical and viva questions, answers to practice exercises, links to health programmes and useful websites, and images in community medicine. Topics such as OSCE/OSPE, food adulteration and tips for PowerPoint presentation are also included in the online content.
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
This textbook is an essential revision aid for trainees preparing for Membership of the Royal College of Physicians (MRCP) examinations. Divided into 30 sections, the book begins with discussion on common symptoms and presentations, then emergency presentations. The following sections provide in depth coverage of the diagnosis and management of diseases and disorders in different body systems. The text concludes with chapters on geriatric medicine, genetics, epidemiology, clinical pharmacology, and ECG Interpretation. Treatment protocols are current and inline with the latest international guidelines. Each chapter is highly illustrated with images and figures, as well as teaching notes and easy-to-memorise lists to assist revision. Topics frequently encountered in examinations and key points are also highlighted. Key points Practical revision aid for trainees preparing for MRCP examinations Treatment protocols inline with current international guidelines Chapters highly illustrated with images and figures, and teaching notes to assist revision Highlights topics frequently encountered in examinations
This book serves the needs of the dental, nursing and paramedical students. This book is written to serve both the undergraduates and post graduates to face the practical and viva-voce confidently and derive the maximum benefit.
Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.
The second edition of this innovative work again provides a unique perspective on the clinical discovery process by providing input from experts within the NIH on the principles and practice of clinical research. Molecular medicine, genomics, and proteomics have opened vast opportunities for translation of basic science observations to the bedside through clinical research. As an introductory reference it gives clinical investigators in all fields an awareness of the tools required to ensure research protocols are well designed and comply with the rigorous regulatory requirements necessary to maximize the safety of research subjects. Complete with sections on the history of clinical research and ethics, copious figures and charts, and sample documents it serves as an excellent companion text for any course on clinical research and as a must-have reference for seasoned researchers.*Incorporates new chapters on Managing Conflicts of Interest in Human Subjects Research, Clinical Research from the Patient's Perspective, The Clinical Researcher and the Media, Data Management in Clinical Research, Evaluation of a Protocol Budget, Clinical Research from the Industry Perspective, and Genetics in Clinical Research *Addresses the vast opportunities for translation of basic science observations to the bedside through clinical research*Delves into data management and addresses how to collect data and use it for discovery*Contains valuable, up-to-date information on how to obtain funding from the federal government