This book provides a snapshot of the state of current research at the interface between machine learning and healthcare with special emphasis on machine learning projects that are (or are close to) achieving improvement in patient outcomes. The book provides overviews on a range of technologies including detecting artefactual events in vital signs monitoring data; patient physiological monitoring; tracking infectious disease; predicting antibiotic resistance from genomic data; and managing chronic disease. With contributions from an international panel of leading researchers, this book will find a place on the bookshelves of academic and industrial researchers and advanced students working in healthcare technologies, biomedical engineering, and machine learning.

This issue of Clinics in Podiatric Medicine and Surgery, guest edited by Dr. Tracey Vlahovic, will focus on Podiatric Dermatology. This issue is one of four selected each year by our series Consulting Editor, Dr. Thomas Chang. Topics discussed in this issue include but are not limited to: Dermoscopy for the podiatrist; Plantar Verruca; Disappearing Nail Bed; Biofilm and the nail unit; The penetration of nail topicals; Spongiotic dermatitis; Shoe dermatitis; Plantar psoriasis and biologics; Cutaneous manifestations of the diabetic foot; Pyoderma Gangrenosum; Elephantiasis nostras verrucosa and lymphedema; and plantar melanoma.

A topical presentation of firsthand accounts from some of the thousands of army and navy nurses who served both stateside and overseas during World War II, this book tells the stories of the brave women who used any and all resources to save as many lives as possible. Although military nurses could have made more money as civilians, thousands chose to leave the warmth and security of home to care for the young men who went off to war. They were not saints but vibrant women whose performance changed the face of both military and civilian nursing. Jackson's account follows both army and navy nurses from the time they joined the military, through their active service, to their lives today.

The jobs done by military nurses were valuable and varied. Some worked in clean stateside hospitals. Some found themselves nursing in tents or bombed-out buildings. Others entered hospitals so recently occupied by Axis forces that Nazi propaganda still covered the walls. While often treating ordinary accidents and illnesses, they were responsible for men with wounds so disfiguring that it took all of their willpower to maintain the hopeful attitude that the men so desperately required. From the humorous account of a nurse in her forties, who joined the war effort despite the smirks of those much younger, to the sorrow shared when men and women were separated and became prisoners of war, these are the stories of women who lived under extraordinary circumstances in an amazing time, women who, even today, bear emotional scars along with their lasting pride.

There is a need for comprehensive books that provide crucial information in a clear and direct manner, particularly in the medical field. Currently, there are limited resources available to students and clinicians that provide step-by-step procedures with pictures and videos on how to examine the eye in the pediatric population. The Pediatric Eye Exam Quick Reference Guide: Office and Emergency Room Procedures is a clinical procedure book to provide step-by-step pediatric eye care examination techniques and is an important addition to the field of eye care. The chapters are written by leading pediatric optometrists and ophthalmologists in the field. Years of academic and clinical experiences from schools of optometry, hospital-based eye care, and private practice are all presented in a user-friendly format with clinical pearls and insights that will help any clinician perform a pediatric eye exam easily and efficiently. Covering a range of critical topics such as pupil examination, visual field testing, refraction, and ocular emergencies and providing pictures and videos, it is ideal for all students, residents, academicians, trainers, and novel and seasoned clinicians who are interested in learning how to examine a pediatric patient and staying on top of the latest pediatric eye care procedures.

The average life expectancy of a male born on the Pine Ridge reservation in South Dakota today is 40 years old-the lowest life expectancy of all peoples not only in the U.S. but also in the entire Western Hemisphere. Written by and for nurses, this is the first text to focus exclusively on American Indian health and nursing. It addresses the profound disparities in policy, health care law, and health outcomes that affect American Indians, and describes how these disparities, bound into the cultural, environmental, historical, and geopolitical fabric of American Indian society, are responsible for the marked lack of wellbeing of American Indians. American Indian nurse authors, natives of nine unique American Indian cultures, address the four domains of health-physical, mental, spiritual, and emotional--within each region to underscore the many stunning disparities of opportunity for health and wellbeing within the American Indian culture as opposed to those of ""Anglo"" culture. In an era of cultural competency, these expert nurse authors bring awareness about what is perhaps the least understood minority population in the U.S. The text covers the history of American Indians with a focus on the drastic changes that occurred following European contact. Included are relevant journal articles, historical reports, interviews with tribal health officials, and case studies. The book addresses issues surrounding American Indian nursing and nursing education, and health care within nine unique American Indian cultural populations. Also discussed are the health care needs of American Indians living in urban areas. Additionally, the book examines the future of American Indian Nursing in regard to the Affordable Care Act. Key Features: Focuses exclusively on American Indian health and nursing-the first book to do so Written by predominately American Indian nurses Covers four domains of health: physical, mental, spiritual and emotional Highlights nine specific cultural areas of Indian country, each with its own unique history and context Includes chapter objectives, end-of-chapter review questions, and case studies

Chitosan in Biomedical Applications provides a thorough insight into the complete chitosan chemistry, collection, chemical modifications, characterization and applications of chitosan in biomedical applications and healthcare fields. Chitosan, a biopolymer of natural origin, has been explored for its variety of applications in biomedical research, medical diagnostic aids and material science. It is the second most abundant natural biopolymer after cellulose, and considered as an excellent excipient because of its non-toxic, stable, biodegradable properties. Several research innovations have been made on applications of chitosan in biomedical applications. The book explores key topics, such as molecular weight, degree of deacetylation, and molecular geometry, along with an emphasis on recent advances in the field written by academic, industry, and clinical researchers. Chitosan in Biomedical Applications will be of interest to those in biomedical fields including the biomaterials and tissue engineering community investigating and developing biomaterials for biomedical applications, particularly graduate students, young faculty and others exploring chitosan-based materials.

In this issue of Physician Assistant Clinics, guest editor Stephanie L. Neary brings her considerable expertise to the topic of Preventative Medicine. Provides in-depth, clinical reviews on the latest updates in Preventative Medicine, providing actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field; Authors synthesize and distill the latest research and practice guidelines to create these timely topic-based reviews.

Practical and student-friendly, this helpful workbook reinforces retention and comprehension of information covered in the second edition of the text. A chapter-by-chapter companion to the textbook, it includes a variety of exercises to enhance learning and hold student interest, as well as skills competency checklists. Brief Situations in selected chapters help you apply the knowledge you have gained. Creative activities make studying fun with games such as crossword puzzles, word-finds, word completions, interpretation of images, and indentifying incorrect items in images. Activities including matching, completion, and true/false help you understand and remember the material. Skills Competency Checklists allow you to practice each procedure in the textbook. Answers are provided for all questions. UPDATED content matches the latest information in Mosby's Textbook for the Home Care Aide. NEW Evolve companion website includes an audio glossary and skills competency checklists.

Written in accessible but medically accurate prose, "Anorexia" provides a detailed explanation of how the diagnosis of anorexia is made, common physical and personality characteristics of those affected by the illness, and both short and long-term complications.

"Anorexia" takes the discussion a step further than similar books on the subject by placing the disease in context with a broad survey of the history of self-starvation from Antiquity to the present, and it tackles the difficult question of whether anorexia nervosa existed before the 19th century or is a uniquely modern disease. The book evaluates in detail the social, economic and cultural environments within which self-starvation has occurred historically, and it analyzes competing theories of the disease's origins--including sociocultural, developmental, biochemical, and genetic hypotheses. The book also provides coverage of several often overlooked topics, such as the incidence of anorexia among young men, and it makes use of the personal narrative of an anorexic throughout to give the reader some sense of what it feels like to have anorexia and what someone with anorexia may be thinking.

Technology continues to play a major role in all aspects of society, particularly healthcare. Advancements such as biomedical image processing, technology in rehabilitation, and biomedical robotics for healthcare have aided in significant strides in the biomedical engineering research field.Technological Advancements in Biomedicine for Healthcare Applications presents an overview of biomedical technologies and its relationship with healthcare applications. This reference source is essential for researchers and practitioners aiming to learn more about biomedical engineering and its related fields.

This second edition of a pioneering technical work in biomedical informatics provides a very readable treatment of the deep computational ideas at the foundation of the field. "Principles of Biomedical Informatics, "2nd Edition is radically reorganized to make it especially useable as a textbook for courses that move beyond the standard introductory material. It includes exercises at the end of each chapter, ideas for student projects, and a number of new topics, such as: tree structured data, interval trees, and time-oriented medical data and their use On Line Application Processing (OLAP), an old database idea that is only recently coming of age and finding surprising importance in biomedical informatics a discussion of nursing knowledge and an example of encoding nursing advice in a rule-based system X-ray physics and algorithms for cross-sectional medical image reconstruction, recognizing that this area was one of the most central to the origin of biomedical computing an introduction to Markov processes, and an outline of the elements of a hospital IT security program, focusing on fundamental ideas rather than specifics of system vulnerabilities or specific technologies.

It is simultaneously a unified description of the core research concept areas of biomedical data and knowledge representation, biomedical information access, biomedical decision-making, and information and technology use in biomedical contexts, and a pre-eminent teaching reference for the growing number of healthcare and computing professionals embracing computation in health-related fields.

As in the first edition, it includes many worked example programs in Common LISP, the most powerful and accessible modern language for advanced biomedical concept representation and manipulation.

The text also includes humor, history, and anecdotal material to balance the mathematically and computationally intensive development in many of the topic areas. The emphasis, as in the first edition, is on ideas and methods that are likely to be of lasting value, not just the popular topics of the day. Ira Kalet is Professor Emeritus of Radiation Oncology, and of Biomedical Informatics and Medical Education, at the University of Washington. Until retiring in 2011 he was also an Adjunct Professor in Computer Science and Engineering, and Biological Structure. From 2005 to 2010 he served as IT Security Director for the University of Washington School of Medicine and its major teaching hospitals. He has been a member of the American Medical Informatics Association since 1990, and an elected Fellow of the American College of Medical Informatics since 2011. His research interests include simulation systems for design of radiation treatment for cancer, software development methodology, and artificial intelligence applications to medicine, particularly expert systems, ontologies and modeling.
* Develops principles and methods for representing biomedical data, using information in context and in decision making, and accessing information to assist the medical community in using data to its full potential
* Provides a series of principles for expressing biomedical data and ideas in a computable form to integrate biological, clinical, and public health applications
* Includes a discussion of user interfaces, interactive graphics, and knowledge resources and reference material on programming languages to provide medical informatics programmers with the technical tools to develop systems"