Visualizing Health Care Statistics
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Visualizing Health Care Statistics A Data Mining Approach
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Author : Zada T. Wicker MBA RHIT CCS CCS-P
language : en
Publisher: Jones & Bartlett Learning
Release Date : 2020-09-29
Visualizing Health Care Statistics A Data Mining Approach written by Zada T. Wicker MBA RHIT CCS CCS-P and has been published by Jones & Bartlett Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-29 with Business & Economics categories.
Visualizing Health Care Statistics: A Data-Mining Approach is an introductory statistics text that demonstrates how to visualize health care statistics using Microsoft Excel and R-Project (open source statistical software) and hands-on examples using real-world data. In each chapter, students are encouraged to apply statistical knowledge to real-world health care situations. Through this approach, students develop data gathering and analysis skills all while preparing for the national Registered Health Information Technician (RHIT) exam.
Visualizing Health And Healthcare Data
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Author : Katherine Rowell
language : en
Publisher: John Wiley & Sons
Release Date : 2020-11-10
Visualizing Health And Healthcare Data written by Katherine Rowell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-10 with Computers categories.
The only data visualization book written by and for health and healthcare professionals. In health and healthcare, data and information are coming at organizations faster than they can consume and interpret it. Health providers, payers, public health departments, researchers, and health information technology groups know the ability to analyze and communicate this vast array of data in a clear and compelling manner is paramount to success. However, they simply cannot find experienced people with the necessary qualifications. The quickest (and often the only) route to meeting this challenge is to hire smart people and train them. Visualizing Health and Healthcare Data: Creating Clear and Compelling Visualizations to "See how You're Doing" is a one-of-a-kind book for health and healthcare professionals to learn the best practices of data visualization specific to their field. It provides a high-level summary of health and healthcare data, an overview of relevant visual intelligence research, strategies and techniques to gather requirements, and how to build strong teams with the expertise required to create dashboards and reports that people love to use. Clear and detailed explanations of data visualization best practices will help you understand the how and the why. Learn how to build beautiful and useful data products that deliver powerful insights for the end user Follow along with examples of data visualization best practices, including table and graph design for health and healthcare data Learn the difference between dashboards, reports, multidimensional exploratory displays and infographics (and why it matters) Avoid common mistakes in data visualization by learning why they do not work and better ways to display the data Written by a top leader in the field of health and healthcare data visualization, this book is an excellent resource for top management in healthcare, as well as entry-level to experienced data analysts in any health-related organization.
Visualizing Health Care Statistics
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Author : J. Burton Browning
language : en
Publisher: Lulu.com
Release Date :
Visualizing Health Care Statistics written by J. Burton Browning and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Exploratory Data Analytics For Healthcare
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Author : R. Lakshmana Kumar
language : en
Publisher: CRC Press
Release Date : 2021-12-24
Exploratory Data Analytics For Healthcare written by R. Lakshmana Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-24 with Computers categories.
Exploratory data analysis helps to recognize natural patterns hidden in the data. This book describes the tools for hypothesis generation by visualizing data through graphical representation and provides insight into advanced analytics concepts in an easy way. The book addresses the complete data visualization technologies workflow, explores basic and high-level concepts of computer science and engineering in medical science, and provides an overview of the clinical scientific research areas that enables smart diagnosis equipment. It will discuss techniques and tools used to explore large volumes of medical data and offers case studies that focus on the innovative technological upgradation and challenges faced today. The primary audience for the book includes specialists, researchers, graduates, designers, experts, physicians, and engineers who are doing research in this domain.
Tableau For Healthcare
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Author : Daniel Benevento
language : en
Publisher:
Release Date : 2021-04-23
Tableau For Healthcare written by Daniel Benevento and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-23 with categories.
Designed specifically for health and healthcare professionals by the healthcare, data-visualization, and report-design experts at HealthDataViz, this book introduces and details Tableau Desktop's outstanding data-analysis and dashboard-creation features. The book is designed so that any chart, dashboard, or story chapter the reader chooses enables its creation from start to finish, including: Discussion of a particular chart type and its use(s), Explanation of source and meaning of example data, Logical, easy to follow, step-by-step instructions for building a chart, Detailed screen shots of each step with call-outs on tips, tricks and best practices, Crucial insight into the core narrative of each finished chart. The book also addresses data connection and manipulation, parameters, calculated fields, table calculations, forecasting, tooltips, Story Points, and report distribution. Clearly explained sample dashboards in the final chapter offer effective models to guide and inspire readers as they create their own. The data used for each example in this book is available for download at HealthDataViz.com, allowing users to enjoy a full immersive learning experience with real, current healthcare data.
Tableau For Healthcare Third Edition
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Author : Daniel Benevento (Data-visualization consultant)
language : en
Publisher:
Release Date : 2017-10-07
Tableau For Healthcare Third Edition written by Daniel Benevento (Data-visualization consultant) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-07 with Information visualization categories.
Updated for Tableau 10 this third edition of The Best Boring Book EverTM of Tableau for Healthcare is the first and only one of its kind. Designed specifically for health and healthcare professionals by the healthcare, data-visualization, and report-design experts at HealthDataViz, this book introduces and details Tableau Desktop's outstanding data-analysis and dashboard-creation features.The book is designed so that any chart, dashboard, or story chapter the reader chooses enables its creation from start to finish, including: * Discussion of a particular chart type and its use(s) * Explanation of source and meaning of example data * Logical, easy to follow, step-by-step instructions for building a chart * Detailed screen shots of each step with call-outs on tips, tricks and best practices * Crucial insight into the core narrative of each finished chart * Concise, handy HDVizoomTM quick-reference presentation of each chapter's complete instructions The book also addresses data connection and manipulation, parameters, calculated fields, table calculations, forecasting, tooltips, Story Points, and report distribution. Clearly explained sample dashboards in the final chapter offer effective models to guide and inspire readers as they create their own. Bonus resource! The data used for each example in this book is available for download at HealthDataViz.com, allowing users to enjoy a full immersive learning experience with real, current healthcare data.
Data Visualization Strategies For The Electronic Health Record
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Author : Blake J. Lesselroth
language : en
Publisher:
Release Date : 2011
Data Visualization Strategies For The Electronic Health Record written by Blake J. Lesselroth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Information visualization categories.
Storytelling With Data In Healthcare
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Author : Kevin Masick
language : en
Publisher: Routledge
Release Date : 2020-11-29
Storytelling With Data In Healthcare written by Kevin Masick and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-29 with Business & Economics categories.
With the constant evolution of change in healthcare from both a technology and governmental perspective, it is imperative to take a step back and view the big picture. Relying on hunches or beliefs is no longer sustainable, so avoid jumping to conclusions and making decisions without thoroughly understanding the statistics being analyzed. The triple aim of statistics is a conceptual model laying the foundation for improving healthcare outcomes through statistics. This foundation is: know your numbers; develop behavioral interventions; and set goals to drive change. With the availability of electronic data sources, the quantity and quality of data have grown exponentially to the point of information overload. Translating all this data into words that tell a meaningful story is overwhelming. This book takes the reader on a journey that navigates through this data to tell a story that everyone can understand and use to drive improvement. Readers will learn to tell a narrative story based on data, to develop creative, innovative and effective solutions to improve processes and outcomes utilizing the authors’ tools. Topics include mortality and readmission, patient experience, patient safety survey, governmental initiatives, CMS Star Rating and Hospital Compare. Storytelling with Data in Healthcare combines methodology and statistics in the same course material, making it coherent and easier to put into practice. It uses storytelling as a tool for knowledge acquisition and retention and will be valuable for courses in nursing schools, medical schools, pharmacy schools or any healthcare profession that has a research design or statistics course offered to students. The book will be of interest to researchers, academics, healthcare professionals, and students in the fields of healthcare management and operations as well as statistics and data visualization.
The Handbook Of Applied Communication Research
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Author : H. Dan O'Hair
language : en
Publisher: John Wiley & Sons
Release Date : 2020-04-24
The Handbook Of Applied Communication Research written by H. Dan O'Hair and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-24 with Language Arts & Disciplines categories.
An authoritative survey of different contexts, methodologies, and theories of applied communication The field of Applied Communication Research (ACR) has made substantial progress over the past five decades in studying communication problems, and in making contributions to help solve them. Changes in society, human relationships, climate and the environment, and digital media have presented myriad contexts in which to apply communication theory. The Handbook of Applied Communication Research addresses a wide array of contemporary communication issues, their research implications in various contexts, and the challenges and opportunities for using communication to manage problems. This innovative work brings together the diverse perspectives of a team of notable international scholars from across disciplines. The Handbook of Applied Communication Research includes discussion and analysis spread across two comprehensive volumes. Volume one introduces ACR, explores what is possible in the field, and examines theoretical perspectives, organizational communication, risk and crisis communication, and media, data, design, and technology. The second volume focuses on real-world communication topics such as health and education communication, legal, ethical, and policy issues, and volunteerism, social justice, and communication activism. Each chapter addresses a specific issue or concern, and discusses the choices faced by participants in the communication process. This important contribution to communication research: Explores how various communication contexts are best approached Addresses balancing scientific findings with social and cultural issues Discusses how and to what extent media can mitigate the effects of adverse events Features original findings from ongoing research programs and original communication models and frameworks Presents the best available research and insights on where current research and best practices should move in the future A major addition to the body of knowledge in the field, The Handbook of Applied Communication Research is an invaluable work for advanced undergraduate students, graduate students, and scholars.
Python For Healthcare Medical Research
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Author : Hayden Van Der Post
language : en
Publisher: Independently Published
Release Date : 2023-10-23
Python For Healthcare Medical Research written by Hayden Van Der Post and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-23 with categories.
Unlock the Power of Python in Healthcare and Medical Research! In the fast-evolving world of healthcare and medical research, data-driven insights and innovation are key. Python, a versatile programming language, has emerged as a vital tool, enabling professionals to harness the full potential of data for groundbreaking discoveries. "Python for Healthcare & Medical Research" is your comprehensive guide to mastering Python in the context of healthcare. Discover the Untapped Potential: Dive into a compelling journey through the realm of healthcare and medical research. Learn how Python is transforming the landscape of data analysis, research, and innovation. Gain insights into the advantages of using Python, from data manipulation to cutting-edge machine learning applications. A Blueprint for Success: This book meticulously outlines the structure and objectives, guiding you through Python's essential elements. Unearth best practices and industry-proven techniques for clean, maintainable code. Grasp the significance of code readability and adherence to Python's style guide (PEP 8). Master Data Manipulation: Unlock the secrets of data handling and manipulation tailored to healthcare. Explore the power of libraries like NumPy and Pandas for efficient data management. Learn techniques for data cleaning, preprocessing, and merging dataframes to glean meaningful insights. Visualize and Analyze: Elevate your data analysis skills with cutting-edge data visualization techniques. Master the art of visualizing healthcare data with Matplotlib, Seaborn, and Plotly. Explore statistical analysis, correlation, and regression methods for evidence-based medical research. Machine Learning Demystified: Delve into the world of machine learning and its profound impact on healthcare. Use Scikit-Learn for building predictive models, and understand feature engineering. Equip yourself with the knowledge to evaluate and select the best models for healthcare data. Revolutionize Medical Imaging: Discover the wonders of deep learning in medical image analysis. Learn to build and train Convolutional Neural Networks (CNNs) for diagnosing medical conditions. Explore practical case studies showcasing the real-world applications of deep learning. Conquer NLP Challenges: Decode the role of Natural Language Processing (NLP) in healthcare. Unearth text preprocessing techniques and develop healthcare chatbots. Dive into clinical text analytics and Named Entity Recognition (NER) for comprehensive text data analysis. Ethics and Privacy Matter: Understand the ethical considerations and privacy regulations in healthcare data usage. Learn methods for anonymizing and securing sensitive healthcare data. Navigate the intricate landscape of healthcare data ethics with confidence. Real-World Integration: Unearth the intricacies of data integration with Electronic Health Record (EHR) systems. Learn how to extract data from healthcare databases and handle real-time data streams. Build healthcare APIs and explore a real-life case study on data integration.