Fundamentals of Clinical Data Science PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Fundamentals of Clinical Data Science PDF full book. Access full book title Fundamentals of Clinical Data Science by Pieter Kubben. Download full books in PDF and EPUB format.
Author: Pieter Kubben
Publisher: Springer
ISBN: 3319997130
Category : Medical
Languages : en
Pages : 219
Get Book Here
Book Description
This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
Author: Pieter Kubben
Publisher: Springer
ISBN: 3319997130
Category : Medical
Languages : en
Pages : 219
Get Book Here
Book Description
This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
Author: Dale J. Block
Publisher: iUniverse
ISBN: 0595510329
Category : Health & Fitness
Languages : en
Pages : 282
Get Book Here
Book Description
Americans' health and well-being are slowly but steadily disintegrating at an alarming rate. We are living longer, but may not neccessarily be living better. Having observed the inability of patients, clinicians, and administrators to practice disciplined stewardship related to limited healthcare resources, the author makes a case for implementing healthcare stewardship that focuses on the issues of healthcare inflation, cost, accountability, quality, and outcomes. Other topics discussed include: exploring the state of our public health system, identifying environmental issues in healthcare, measuring health care performance, introducing conservative medicine.
Author: Joe Sam Robinson
Publisher:
ISBN: 9781621001829
Category : Hospitals
Languages : en
Pages : 0
Get Book Here
Book Description
The United States, as well as both developed and underdeveloped countries around the world, grapple with escalating healthcare costs. The number of healthcare consumers is increasing worldwide, and while most of such an increase tilts the demographic curve toward younger age groups, older age cohorts are also increasing. These older age cohorts are particularly noticeable in developed countries where useful scientific progress has evolved substantial and extensive healthcare technologies. Access to such expensive technologies has both been widely sought and become available to healthcare consumers. This book offers prescient insights upon various ways to diminish healthcare expenses.
Author: American Board of Internal Medicine Foundation
Publisher: McGraw Hill Professional
ISBN: 0071807446
Category : Medical
Languages : en
Pages : 337
Get Book Here
Book Description
A groundbreaking text on how to deliver the highest quality patient care through professionalism in daily medical practice Five Star Doody’s Review: “This is an outstanding book for all clinicians and professors, indeed for everyone in medicine to help mentor and self-police the medical profession.” "Understanding Medical Professionalism is a 'must-have' for all involved in the healing arts. The book demystifies professionalism, bringing it from a philosophical, mystical concept to a practical everyday set of behaviors. The twelve chapters, in a uniform way, provide wonderful, real-life stories that illustrate the challenges faced by practitioners, describe ways to deal with those challenges, and help develop the personal and institutional skills necessary to provide excellent and compassionate care." -- Carlos A. Pellegrini, MD, FACS, FRCSI (Hon.), The Henry N. Harkins Professor and Chair, Department of Surgery, University of Washington "Insightful, practical, and authoritative. Building on their own research and that of others, Levinson et al. offer a comprehensive discussion of medical professionalism from the refreshing perspective of behavioral skills and an enabling healthcare system. Understanding Medical Professionalism has fundamentally reframed the professionalism debate and will likely remain the definitive work in this field for quite some time." -- David G. Nichols, MD, President and CEO, The American Board of Pediatrics "The authors' ambitious goal of providing a framework for the continuum of physician development of professional behaviors, from student through expert senior clinician, has been met. Students will find the text modular and instructive; residents will benefit from the reinforcement of positive professional behaviors and explication of strategies to excel in this competency; educational program directors will find the framework and tools for assessment and strategies for remediation enriching; and the expert professional will find subtle opportunities to grow to mastership of this most important physician competency." -- Thomas J. Nasca, MD, MACP, Chief Executive Officer, Accreditation Council for Graduate Medical Education, Professor of Medicine, Jefferson Medical College "The authors offer a framework and an approach to medical professionalism that enable us to understand it, teach it, and incorporate it into our day-to-day lives as health professionals. It is a much needed addition to our armamentarium as we work to align the education of health professionals with the needs and expectations of the society we serve." -- George E. Thibault, MD, President, Josiah Macy Jr. Foundation
Author: Kerry LaPlante
Publisher: CABI
ISBN: 1780644396
Category : Medical
Languages : en
Pages : 451
Get Book Here
Book Description
In an age where antimicrobial resistance amongst pathogens grows more prevalent, particularly in the hospital setting, antimicrobial stewardship is an evidence-based, proven measure in the battle against resistance and infection. This single comprehensive, definitive reference work is written by an international team of acknowledged experts in the field. The authors explore the effective use of coordinated antimicrobial interventions to change prescribing practice and help slow the emergence of antimicrobial resistance, ensuring that antimicrobials remain an effective treatment for infection. Amongst the first of its kind, this book provides infectious disease physicians, administrators, laboratory, pharmacy, nursing and medical staff with practical guidance in setting up antimicrobial stewardship programs in their institutions with the aim of selecting the optimal antimicrobial drug regimen, dose, duration of therapy, and route of administration.
Author: Tamar F. Barlam
Publisher: Cambridge University Press
ISBN: 1107166179
Category : Medical
Languages : en
Pages : 343
Get Book Here
Book Description
This practical reference guide from experts in the field details why and how to establish successful antibiotic stewardship programs.
Author: Ebbing Lautenbach
Publisher: Cambridge University Press
ISBN: 1107153166
Category : Medical
Languages : en
Pages : 455
Get Book Here
Book Description
A clear, hands-on outline of best practices for infection prevention that directly improve patient outcomes across the healthcare continuum.
Author: Knut Schroeder
Publisher: John Wiley & Sons
ISBN: 1118342534
Category : Medical
Languages : en
Pages : 212
Get Book Here
Book Description
Sustainable Healthcare sets out a vision for medical care of high quality, manageable cost and low impact on the planetary systems which sustain us. In tackling the major challenges of our age, such as resource depletion, loss of biodiversity and climate change, health services can play a central role, moving from being part of the problem to becoming part of the solution. Sustainable Healthcare explores questions such as: What is the relevance of sustainability in healthcare? How does climate change threaten human health? How can we create low carbon care pathways? How can healthcare organizations deal better with their waste? How can death and dying become more sustainable? How can we engage ourselves and others with this agenda? Written by an international team combining clinical, educational, practical and policy expertise in sustainability and health, this book provides a synopsis of our current predicaments, and explores some of the emerging solutions. Containing case studies and resources for further information and action, Sustainable Healthcare is a practical guide to making healthcare more sustainable for all healthcare professionals, managers and students. "Once in a while one comes across a book that makes a deep impact. Sustainable Healthcare is such a book and very timely in the context of modern healthcare and developing green policies.... The book is clear in ideas of critical thinking, scientific evidence and practical suggestions for transformative action.... An additional strength in this book are the summary key papers and reports including key points from the chapters. In addition, there is a comprehensive list of references in each chapter.... The authors cut through the jargon and challenge the rhetoric of both fear and denial.... The authors give examples of how we can engage with sustainability such as, diet and exercise, prescription management, contraception management and family planning and end of life care.... The book provides useful sources, references and key actions for individuals, healthcare organisations and policy making departments." —A review by Prof Davinder Sandhu, Postgraduate Dean, Health Education South West, Severn Deanery, UK
Author: Sarah M. Wieczorkiewicz
Publisher: ASHP
ISBN: 1585285218
Category : Medical
Languages : en
Pages : 244
Get Book Here
Book Description
When a patient comes in with a suspected infectious disease, knowledge is power. Now this knowledge is simplified, comprehensive and easy to find. The Pharmacist's Guide to Antimicrobial Therapy and Stewardship puts all the necessary information in one place, including: Evaluating potentially infected patients Identifying the infection's suspected source and related organisms Comparing the range of anti-infectives Knowing the factors that impact treatment Developing an antimicrobial stewardship program A step-wise approach walks logically from overall key concepts to disease- and drug-specific information. Disease states are summarized for easy reference. Tables make it easy to evaluate recommended treatment options. In infectious disease management, when answers are seldom black and white, this guide helps pharmacists make confident decisions.
Author: Cheston B. Cunha
Publisher: Elsevier Health Sciences
ISBN: 0323613799
Category : Medical
Languages : en
Pages : 209
Get Book Here
Book Description
This issue of Medical Clinics, guest edited by Dr. Cheston B. Cunha, is devoted to Antimicrobial Stewardship. Articles in this issue include: Principles of Antimicrobial Stewardship; Antibiotic Resistance in Stewardship; Therapy of Resistant Organisms: A Stewardship Approach; Optimal Antibiotic Dosing Strategies; The Importance of Interdisciplinary Collaboration in Antimicrobial Stewardship; Role of Education in Antimicrobial Stewardship; Role of the Hospital Epidemiologist in Antimicrobial Stewardship; Role of the Clinical Microbiology Laboratory in Antimicrobial Stewardship; Role of New and Rapid Diagnostics In Antimicrobial Stewardship; Antimicrobial Stewardship in the Community Hospital; Antimicrobial Stewardship in Long-Term Care Facilities; Role of the Pharmacist in Antimicrobial Stewardship; Pharmacoeconomic Considerations of Antimicrobial Stewardship Programs; Principles of IV-to-PO Switch and PO therapy; Role of Technology in Antimicrobial Stewardship; and Metrics of Antimicrobial Stewardship Programs.
