Download or read book Learning to Diagnose with Simulations written by Frank Fischer and published by Springer Nature. This book was released on 2022 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents 8 novel approaches to measure and improve diagnostic competences with simulation. The book compares the effects of interventions on these diagnostic competences in both teacher and medical education. It includes analyses showing that important aspects of diagnostic competences and effects of instructional interventions aiming to facilitate them are comparable for teachers and doctors. Through closely analyzing projects from medical education, mathematics education, biology education, and psychology, the reader is presented with multiple options for interventions that may be used in each of the subject areas and the improvements in diagnostic skills that could be expected from each simulation. The book concludes with an outline of promising future research on the use of simulations to facilitate professional competences in higher education in general, and for the advancement of diagnostic competencies in particular. This is an open access book.
Download or read book Simulations in Medicine written by Irena Roterman-Konieczna and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-04-20 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern practical medicine requires high tech in diagnostics and therapy and in consequence in education. All disciplines use computers to handle large data bases allowing individual therapy, to interpret large data bases in form of neuronal signals, help visualization of organs during surgery. This book contains chapters on personalised therapy, advanced diagnostics in neurology, modern techniques like robotic surgery (da Vinci robots), 3D-printing and 3D-bioprinting, augmented reality applied in medical diagnostics and therapy. It is impossible without fast large scale data mining in both: clinical data interpretation as well as in hospital organization including hybrid surgery rooms and personal data flow. The book is based on a course for medical students organized in the editor's department. Every year, around 300 international undergraduate medical students take the course.
Download or read book Advanced Health Assessment and Diagnostic Reasoning written by Rhoads and published by Jones & Bartlett Learning. This book was released on 2016-12-05 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Health Assessment and Diagnostic Reasoning, Third Edition covers the diagnostic reasoning process that providers must follow when assessing an actual case. The text outlines each step of the health assessment process and further demonstrates the link between health history and physical examination. It also provides the healthcare professional with the essential data needed to formulate a diagnosis and treatment plan. New Online Course! Advanced Health Assessment and Diagnostic Reasoning, Third Edition features Navigate Premier Access, a robust online course complete with interactive lectures, eBook with health assessment videos and audio clips, syllabus, instructor resource guide, image bank, practice activities, discussion questions, and testing items. Key Features: • Outlines the health assessment and diagnostic reasoning process for a nurse practitioner assessing a new patient • Provides the essential data needed to formulate a diagnosis and treatment plan • Covers the anatomy and physiology of each system • Includes coverage of specific populations (pediatric, pregnancy, geriatric) • Navigate 2 Premier Access
Download or read book Computer Simulations in Fault Diagnosis Training written by William Bernard Johnson and published by . This book was released on 1980 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Simulation in Radiology written by Hugh J. Robertson and published by Oxford University Press. This book was released on 2012-07-12 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited and contributed to by leaders of radiology simulation-based training, this book is the first of its kind to thoroughly cover such training and education.
Download or read book Healthcare Simulation Education written by Debra Nestel and published by John Wiley & Sons. This book was released on 2017-05-08 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a leading team from the Australian Society for Simulation in Healthcare (ASSH), Simulation Australasia, Healthcare Simulation Education is a new resource for a rapidly expanding professional healthcare simulation community. Designed as a core reference for educators who use simulation as an educational method, it outlines theory, evidence and research relevant to healthcare simulation. Containing examples of innovations from around the world, the book offers opportunities to make clear connections between the underlying rationale for the use of simulation, and what this looks like in practice. Healthcare Simulation Education: Helps readers gain a systematic understanding of theory and application of simulation Facilitates access to high quality resources to support healthcare simulation education and research Edited by a leading team from the Australian Society for Simulation in Healthcare (ASSH), the leading body for healthcare simulation in Australia Contains information on educational theory, the elements of simulation practice and contemporary issues in simulation An important text in healthcare literature and practice, Healthcare Simulation Education provides a unique cross-disciplinary overview of an innovative subject area, and is ideal for medical, nursing and allied health educators, policy makers and researchers.
Download or read book Healthcare Simulation at a Glance written by Kirsty Forrest and published by John Wiley & Sons. This book was released on 2019-06-17 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare Simulation at a Glance presents an accessible overview of everything you need to know about simulation in clinical practice and healthcare education. From embedding simulation in programmes, to technical and non-technical features of simulation in a variety of contexts, to how simulation can be used in assessment and the provision of feedback to healthcare professionals, this practical guide is the perfect resource for developing the skills and knowledge required as both a student and an educator. Healthcare Simulation at a Glance: Introduces the concepts and theories underpinning simulation practice Provides an understanding of the key terms and processes involved Includes a range of examples and tips for easy application in practice Healthcare Simulation at a Glance is ideal for both those new to using simulation in education, as well as experienced academics.
Download or read book Understanding Medical Education written by Tim Swanwick and published by John Wiley & Sons. This book was released on 2019-01-04 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Created in partnership with the Association for the Study of Medical Education (ASME), this completely revised and updated new edition of Understanding Medical Education synthesizes the latest knowledge, evidence and best practice across the continuum of medical education. Written and edited by an international team, this latest edition continues to cover a wide range of subject matter within five broad areas – Foundations, Teaching and Learning, Assessment and Selection, Research and Evaluation, and Faculty and Learners – as well as featuring a wealth of new material, including new chapters on the science of learning, knowledge synthesis, and learner support and well-being. The third edition of Understanding Medical Education: Provides a comprehensive and authoritative resource summarizing the theoretical and academic bases to modern medical education practice Meets the needs of all newcomers to medical education whether undergraduate or postgraduate, including those studying at certificate, diploma or masters level Offers a global perspective on medical education from leading experts from across the world Providing practical guidance and exploring medical education in all its diversity, Understanding Medical Education continues to be an essential resource for both established educators and all those new to the field.
Download or read book Digital Simulations for Improving Education Learning Through Artificial Teaching Environments written by Gibson, David and published by IGI Global. This book was released on 2009-04-30 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains research and current trends used in digital simulations of teaching, surveying the uses of games and simulations in teacher education.
Download or read book Simulation Scenarios for Nursing Educators Second Edition written by Suzanne Campbell and published by Springer Publishing Company. This book was released on 2013 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Print+CourseSmart
Download or read book Cognitive Diagnostic Assessment for Education written by Jacqueline Leighton and published by Cambridge University Press. This book was released on 2007-05-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the current push toward educational reform, there is great potential for innovation and change, particularly in large scale testing. One area where change is possible is in cognitive diagnostic assessment. Researchers in educational measurement and cognitive psychology are finally in a position to design tests targeted specifically for providing valuable information about students' cognitive strengths and weaknesses. This self-contained volume organizes what is known about cognitive diagnostic assessment in education, including its conceptual and philosophical basis, methods, and applications. The complete list of topics includes educational demand, philosophical rationale, construct validity, cognitive methods, test construction, statistical models, and unresolved issues (e.g., how to best translate diagnostic information into teaching practices). Leighton and Gierl present a comprehensive and up-to-date examination of cognitive diagnostic assessment in education.
Download or read book Principles and Practice of Case based Clinical Reasoning Education written by Olle ten Cate and published by Springer. This book was released on 2017-11-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license. This volume describes and explains the educational method of Case-Based Clinical Reasoning (CBCR) used successfully in medical schools to prepare students to think like doctors before they enter the clinical arena and become engaged in patient care. Although this approach poses the paradoxical problem of a lack of clinical experience that is so essential for building proficiency in clinical reasoning, CBCR is built on the premise that solving clinical problems involves the ability to reason about disease processes. This requires knowledge of anatomy and the working and pathology of organ systems, as well as the ability to regard patient problems as patterns and compare them with instances of illness scripts of patients the clinician has seen in the past and stored in memory. CBCR stimulates the development of early, rudimentary illness scripts through elaboration and systematic discussion of the courses of action from the initial presentation of the patient to the final steps of clinical management. The book combines general backgrounds of clinical reasoning education and assessment with a detailed elaboration of the CBCR method for application in any medical curriculum, either as a mandatory or as an elective course. It consists of three parts: a general introduction to clinical reasoning education, application of the CBCR method, and cases that can used by educators to try out this method.
Download or read book Machine Learning in Bio Signal Analysis and Diagnostic Imaging written by Nilanjan Dey and published by Academic Press. This book was released on 2018-11-30 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented. The design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers. Examines a variety of machine learning techniques applied to bio-signal analysis and diagnostic imaging Discusses various methods of using intelligent systems based on machine learning, soft computing, computer vision, artificial intelligence and data mining Covers the most recent research on machine learning in imaging analysis and includes applications to a number of domains
Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Human Simulation for Nursing and Health Professions written by Linda Wilson, PhD, RN, CPAN, CAPA, NPD-BC, CNE, CNEcl, CHSE, CHSE-A, FASPAN, ANEF, FAAN, FSSH and published by Springer Publishing Company. This book was released on 2011-10-21 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book could easily become the "go to" text for standardized patient utilization and the backbone for implementation strategies in learning programs...It is a must-have for all disciplines interested in adding the human simulation experience to their programs."--Nursing Education Perspectives "Today there is an explosion in the use of simulation in nursing and health professions education. The contributors to this text are experts in this format of teaching. They are the designers of the learning spaces, the authors of simulation cases and evaluation methods, the experts who program the human patient simulators and who teach the patient actors to enact the clinical scenariosÖI consider this a "handbook" on the design, evaluation and practice of simulation for clinical education. If you are a faculty member with concerns about how your students will make the transition from student to professional, use simulation in your curriculum and learn for yourself that pretending is simulation for life but simulation is pretending for the delivery of exquisite clinical care." Gloria F. Donnelly, PhD, RN, FAAN Dean and Professor Drexel University College of Nursing and Health Professions Human simulation is changing the face of clinical education in the health professions. Its use has expanded beyond medical school to encompass nursing and mental health clinical education. This comprehensive guide to establishing and managing a human simulation lab has been written by nationally acclaimed simulation experts and is geared for undergraduate, graduate, and professional settings. The text takes the reader step-by-step through the process of planning, organizing, implementing, and maintaining a simulation lab. It describes the required technology, how to train standardized patients, how to implement a simulation, evaluation and analysis of the simulation experience, and how to develop a business plan. The guide details simulation in undergraduate and graduate nursing programs, physician's assistant programs, and mental health education, as well as the use of simulation with critically ill patients, and in perioperative, perianasthesia, women's health, and rehabilitation science settings. Key Features: Offers a blueprint for developing, implementing, and managing a human simulation lab Details use of simulation in numerous nursing and mental health settings along with case studies Provides tools for evaluation and analysis of the simulation experience Presents undergraduate and graduate nursing simulation scenarios and pedagogical strategies Discusses simulation training and required technology Includes templates for writing cases for BSN and MSN levels
Download or read book Physics Education written by Hans Ernst Fischer and published by Springer. This book was released on 2022-01-01 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive overview of the theoretical background and practice of physics teaching and learning and assists in the integration of highly interesting topics into physics lessons. Researchers in the field, including experienced educators, discuss basic theories, the methods and some contents of physics teaching and learning, highlighting new and traditional perspectives on physics instruction. A major aim is to explain how physics can be taught and learned effectively and in a manner enjoyable for both the teacher and the student. Close attention is paid to aspects such as teacher competences and requirements, lesson structure, and the use of experiments in physics lessons. The roles of mathematical and physical modeling, multiple representations, instructional explanations, and digital media in physics teaching are all examined. Quantitative and qualitative research on science education in schools is discussed, as quality assessment of physics instruction. The book is of great value to researchers involved in the teaching and learning of physics, to those training physics teachers, and to pre-service and practising physics teachers.
Download or read book Clinical Prediction Models written by Ewout W. Steyerberg and published by Springer. This book was released on 2019-07-22 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but a sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice. There is an increasing need for personalized evidence-based medicine that uses an individualized approach to medical decision-making. In this Big Data era, there is expanded access to large volumes of routinely collected data and an increased number of applications for prediction models, such as targeted early detection of disease and individualized approaches to diagnostic testing and treatment. Clinical Prediction Models presents a practical checklist that needs to be considered for development of a valid prediction model. Steps include preliminary considerations such as dealing with missing values; coding of predictors; selection of main effects and interactions for a multivariable model; estimation of model parameters with shrinkage methods and incorporation of external data; evaluation of performance and usefulness; internal validation; and presentation formatting. The text also addresses common issues that make prediction models suboptimal, such as small sample sizes, exaggerated claims, and poor generalizability. The text is primarily intended for clinical epidemiologists and biostatisticians. Including many case studies and publicly available R code and data sets, the book is also appropriate as a textbook for a graduate course on predictive modeling in diagnosis and prognosis. While practical in nature, the book also provides a philosophical perspective on data analysis in medicine that goes beyond predictive modeling. Updates to this new and expanded edition include: • A discussion of Big Data and its implications for the design of prediction models • Machine learning issues • More simulations with missing ‘y’ values • Extended discussion on between-cohort heterogeneity • Description of ShinyApp • Updated LASSO illustration • New case studies
