Electronic Health Records in India
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Artificial Intelligence in Health Care: the Hope, the Hype, the Promise, the Peril
Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril Michael Matheny, Sonoo Thadaney Israni, Mahnoor Ahmed, and Danielle Whicher, Editors WASHINGTON, DC NAM.EDU PREPUBLICATION COPY - Uncorrected Proofs NATIONAL ACADEMY OF MEDICINE • 500 Fifth Street, NW • WASHINGTON, DC 20001 NOTICE: This publication has undergone peer review according to procedures established by the National Academy of Medicine (NAM). Publication by the NAM worthy of public attention, but does not constitute endorsement of conclusions and recommendationssignifies that it is the by productthe NAM. of The a carefully views presented considered in processthis publication and is a contributionare those of individual contributors and do not represent formal consensus positions of the authors’ organizations; the NAM; or the National Academies of Sciences, Engineering, and Medicine. Library of Congress Cataloging-in-Publication Data to Come Copyright 2019 by the National Academy of Sciences. All rights reserved. Printed in the United States of America. Suggested citation: Matheny, M., S. Thadaney Israni, M. Ahmed, and D. Whicher, Editors. 2019. Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril. NAM Special Publication. Washington, DC: National Academy of Medicine. PREPUBLICATION COPY - Uncorrected Proofs “Knowing is not enough; we must apply. Willing is not enough; we must do.” --GOETHE PREPUBLICATION COPY - Uncorrected Proofs ABOUT THE NATIONAL ACADEMY OF MEDICINE The National Academy of Medicine is one of three Academies constituting the Nation- al Academies of Sciences, Engineering, and Medicine (the National Academies). The Na- tional Academies provide independent, objective analysis and advice to the nation and conduct other activities to solve complex problems and inform public policy decisions. -
Computing the Future
STA2015 1/8/2015 Computing the Future The Evolving Roles of Informatics and Information Technology in Health Care Edward H. Shortliffe, MD, PhD Professor of Biomedical Informatics and Senior Advisor to the Executive Vice Provost College of Health Solutions, Arizona State University Adjunct Faculties, Columbia University and Weill Cornell Medical College Annual Meeting Society for Technology in Anesthesia Royal Palms Resort & Spa Phoenix, AZ January 8, 2014 ©EHShortliffe 2015 1 STA2015 1/8/2015 ©EHShortliffe 2015 2 STA2015 1/8/2015 What I Would Like to Discuss . •Reflections on the evolution of technologies in our society, to provide context for considering health information technology (HIT) and its future •Discussion of the evolution of informatics as a discipline •Some words about nomenclature •Relationship of informatics to HIT • Assessment of our current state •Some examples from anesthesiology •Anticipating future directions ©EHShortliffe 2015 3 STA2015 1/8/2015 Analogy: Commercial Aviation Roughly where we are today in the evolution of health information technology relative to what we envision Analogy: Evolution of Personal Computing Devices ©EHShortliffe 2015 4 STA2015 1/8/2015 1980s Subsequently .. •Network connectivity (Internet and wireless) •Modern PCs, Macs, netbooks, etc. •Smartphones •Tablet computing •Smart devices •Personal devices •And more to come . ©EHShortliffe 2015 5 STA2015 1/8/2015 The Evolving Paradigm White House at night President Bush calls for universal implementation of electronic health records within 10 years -
Digital Health in a Broadband Land: the Role of Digital Health Literacy Within Rural Environments Wuyou Sui1*, Danica Facca2
Health Science Inquiry Volume 11 | 2020 Digital health in a broadband land: The role of digital health literacy within rural environments Wuyou Sui1*, Danica Facca2 1Department of Kinesiology, Western University, London, ON, Canada 2Faculty of Information and Media Sciences, Western University, London, ON, Canada *Author for correspondence ([email protected]) Abstract: The rapid rise and widespread integration of digital technologies (e.g., smartphones, personal computers) into the fabric of our society has birthed a modern means of delivering healthcare, known as digital health. Through leveraging the accessibility and ubiquity of digital technologies, digital health represents an unprecedented level of reach, impact, and scalability for health- care interventions, known as digital behaviour change interventions (DBCIs). The potential benefits associated with employing DBCIs are of particular interest for populations that are disadvantaged to receiving traditional healthcare, such as rural popu- lations. However, several factors should be considered before implementing a DBCI into a rural environment, notably, digital health literacy. Digital health literacy describes the skills necessary to successful navigate and utilize a digital health solution (e.g., DBCI). Given their limited access to high-speed internet, higher cost associated for similar services, and poorer development of information and communication technologies (ICTs), most rural populations likely report lower digital health literacy – specif- ically, computer literacy, the ability to utilize and leverage digital technologies to solve problems. Hence, DBCIs should address this ‘digital divide’ between urban and rural populations before implementation. Practical solutions could include evaluating rural communities’ access to ICTs, needs assessments with rural community members, as well as integrating rural community stakeholders into the design of digital literacy education and interventions. -
Cybersecurity and the Digital-Health: the Challenge of This Millennium
healthcare Editorial Cybersecurity and the Digital-Health: The Challenge of This Millennium Daniele Giansanti Centre Tisp, Istituto Superiore di Sanità, Via Regina Elena 299, 00161 Roma, Italy; [email protected]; Tel.: +39-06-4990-2701 1. Cybersecurity The problem of computer security is as old as computers themselves and dates back decades. The transition from: (a) a single-user to multi-user assignment to the resource and (b) access to the computer resource of the standalone type to one of the types distributed through a network made it necessary to start talking about computer security. All network architectures, from peer to peer to client-server type, are subject to IT security problems. The term Cybersecurity has recently been introduced to indicate the set of procedures and methodologies used to defend computers, servers, mobile devices, electronic systems, networks and data from malicious attacks. Cybersecurity [1–3] is therefore applied to various contexts, from the economic one to that relating to mobile technologies and includes various actions: • Network security: the procedures for using the network safely; • Application Security: the procedures and solutions for using applications safely; • Information security: the management of information in a secure way and in a privacy- sensitive manner in accordance with pre-established regulations; • Operational security: the security in IT operations, such as, for example, in bank- type transactions; • Disaster recovery and operational continuity: the procedures for restarting after problems Citation: Giansanti, D. Cybersecurity that have affected the regular/routine operation of a system and to ensure operational and the Digital-Health: The Challenge continuity. For example, using informatic solutions such as an efficient disk mirroring of This Millennium. -
Health Informatics Principles
Health Informatics Principles Foundational Curriculum: Cluster 4: Informatics Module 7: The Informatics Process and Principles of Health Informatics Unit 2: Health Informatics Principles FC-C4M7U2 Curriculum Developers: Angelique Blake, Rachelle Blake, Pauliina Hulkkonen, Sonja Huotari, Milla Jauhiainen, Johanna Tolonen, and Alpo Vӓrri This work is produced by the EU*US eHealth Work Project. This project has received funding from the European Union’s Horizon 2020 research and 21/60 innovation programme under Grant Agreement No. 727552 1 EUUSEHEALTHWORK Unit Objectives • Describe the evolution of informatics • Explain the benefits and challenges of informatics • Differentiate between information technology and informatics • Identify the three dimensions of health informatics • State the main principles of health informatics in each dimension This work is produced by the EU*US eHealth Work Project. This project has received funding from the European Union’s Horizon 2020 research and FC-C4M7U2 innovation programme under Grant Agreement No. 727552 2 EUUSEHEALTHWORK The Evolution of Health Informatics (1940s-1950s) • In 1940, the first modern computer was built called the ENIAC. It was 24.5 metric tonnes (27 tons) in volume and took up 63 m2 (680 sq. ft.) of space • In 1950 health informatics began to take off with the rise of computers and microchips. The earliest use was in dental projects during late 50s in the US. • Worldwide use of computer technology in healthcare began in the early 1950s with the rise of mainframe computers This work is produced by the EU*US eHealth Work Project. This project has received funding from the European Union’s Horizon 2020 research and FC-C4M7U2 innovation programme under Grant Agreement No. -
Digital Health and the Global Pandemic | 1
Introduction As the world grapples with the tragic COVID-19 pandemic, it is tempting to imagine a post-COVID future that includes some silver linings. As terrible as the situation is today, this calamity will lead to some lasting, positive changes, particularly in healthcare. Virtual Care (often referred to in common parlance as simply telemedicine, and we will use them interchangeably here) has emerged as the poster child for this line of thinking. Providers and patients have dramatically increased the use of telemedicine to ensure continued access to quality healthcare services while maintaining social distance and modulating the enormous burden on our healthcare workers and facilities. Regulators and payers are encouraging and enabling this shift by temporarily relaxing policies that have historically limited telemedicine. Adjacent areas of digital health including digital therapeutics, digital disease management, and remote monitoring have followed suit, finding similarly relaxed policies, more accessible reimbursement, and increased adoption by providers and patients alike. Many have questioned whether these changes will endure as life returns to a “new normal”, or if policies will be reverted and accelerated growth will subside. We begin by examining the potential for COVID-19 to drive lasting change for various categories of digital health technologies. Given the large scale of virtual care, in combination with its potential for lasting COVID-19 impact, we then will dive deeply into this category as a leading indicator of other areas of digital health. Because the US experience has been so widely covered (and to some degree it is still playing out in real time) we highlight key characteristics and trends across Asia Pacific (APAC) and European markets. -
A Career in Health Care Informatics: the Outlook and Options Table of Contents a Career in Health Care Informatics: the Outlook and Options
A Career in Health Care Informatics: The Outlook and Options Table of Contents A Career in Health Care Informatics: The Outlook and Options Introduction 3 Health Care Informatics vs. Nursing Informatics 5 Job Growth and Outlook 6 Careers in Health Care Informatics 12 Chief Medical Information Officer (CMIO) 14 Director of Clinical Information Systems 16 Data Scientist 18 Health Informatics Consultant 19 Professor of Health Informatics 21 Researcher 22 Breaking into the Field 24 INTRODUCTION Health Care Informatics Vs. Nursing Informatics Health care informatics has been a distinct discipline for several decades now. But it has moved to the forefront over the last five years with health care organizations making the transition to electronic health records (EHRs). Today, the health care informatics industry is exploding and the Bureau of Labor Statistics predicts that jobs in the field will “grow much faster than the average for all occupations.” Defined by the U.S. National Library of Medicine as the “interdisciplinary study of the design, development, adoption and application of IT-based innovations in health care services delivery, management and planning,” health care informatics was propelled to popularity with the passage of the Health Information Technology for Economic and Clinical Health Act. Under this law, health centers, including hospitals, clinics and private physician offices, were required to create and maintain electronic medical records for every patient by the year 2015. 3 INTRODUCTION Health Care Informatics Vs. Nursing Informatics By now, the majority of health centers have moved to electronic patient records, which has created enormous possibilities in the field of health informatics. -
Health Information Technology
Published for 2020-21 school year. Health Information Technology Primary Career Cluster: Business Management and Technology Course Contact: [email protected] Course Code: C12H34 Introduction to Business & Marketing (C12H26) or Health Science Prerequisite(s): Education (C14H14) Credit: 1 Grade Level: 11-12 Focused Elective This course satisfies one of three credits required for an elective Graduation Requirements: focus when taken in conjunction with other Health Science courses. This course satisfies one out of two required courses to meet the POS Concentrator: Perkins V concentrator definition, when taken in sequence in an approved program of study. Programs of Study and This is the second course in the Health Sciences Administration Sequence: program of study. Aligned Student HOSA: http://www.tennesseehosa.org Organization(s): Teachers are encouraged to use embedded WBL activities such as informational interviewing, job shadowing, and career mentoring. Coordinating Work-Based For information, visit Learning: https://www.tn.gov/content/tn/education/career-and-technical- education/work-based-learning.html Available Student Industry None Certifications: 030, 031, 032, 034, 037, 039, 041, 052, 054, 055, 056, 057, 152, 153, Teacher Endorsement(s): 158, 201, 202, 203, 204, 311, 430, 432, 433, 434, 435, 436, 471, 472, 474, 475, 476, 577, 720, 721, 722, 952, 953, 958 Required Teacher None Certifications/Training: https://www.tn.gov/content/dam/tn/education/ccte/cte/cte_resource Teacher Resources: _health_science.pdf Course Description Health Information Technology is a third-level applied course in the Health Informatics program of study intended to prepare students with an understanding of the changing world of health care information. -
Health Care Informatics Keng Siau
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, VOL. 7, NO. 1, MARCH 2003 1 Health Care Informatics Keng Siau Abstract—The health care industry is currently experiencing a fundamental change. Health care organizations are reorganizing their processes to reduce costs, be more competitive, and provide better and more personalized customer care. This new business strategy requires health care organizations to implement new tech- nologies, such as Internet applications, enterprise systems, and mo- bile technologies in order to achieve their desired business changes. This article offers a conceptual model for implementing new in- formation systems, integrating internal data, and linking suppliers and patients. Index Terms—Bioinformatics, data mining, enterprise systems, health informatics, information warehouse, internet, mobile tech- nology, patient relationship management, telemedicine. I. INTRODUCTION Fig. 1. Health care supply chain. NFORMATION technology has expanded to encompass I nearly every industry in the world from finance and banking to universities and nonprofit organizations. The health placement for the physician–patient relationship; instead it is care industry, which is composed of hospitals, individual meant to enhance this relationship, by making both physicians physician practices, specialty practices, as well as managed and patients better informed. care providers, pharmaceutical companies, and insurance companies, is no exception. The industry’s expanded interest II. CURRENT USE OF IT IN HEALTHCARE in information systems implementation has primarily been Current literature on the deployment of information systems fueled by needs for cost efficiency, increased competition, as in the health care sector shows that most organizations are al- well as a fundamental change in the health care industry, in locating a relatively small amount of resources toward informa- which providers have changed their focus from reactive care tion systems. -
Rapid Review Mental Health Interventions 1 Rapid
Rapid review mental health interventions 1 Rapid review and meta-meta-analysis of self-guided interventions to address anxiety, depression and stress during COVID-19 social distancing Ronald Fischer ¹ ² Tiago Bortolini ² Johannes Alfons Karl ¹ Marcelo Zilberberg 3 Kealagh Robinson ¹ André Rabelo 4 Lucas Gemal ² Daniel Wegerhoff ¹ Nguyễn Thị Bảo Trâm ¹ Briar Irving ¹ Megan Chrystal 1 Paulo Mattos ² ⁵ Affiliations 1 Victoria University of Wellington, Wellington, New Zealand 2 Instituto D’Or de Pesquisa & Ensino, Rio de Janeiro, Brazil 3 TAL Education Group, Beijing, China 4 Universidade de Brasília, Brasília, Brazil 5 Institute of Psychiatry, Federal University of Rio de Janeiro Author contributions RF conceptualized the study; RF, TB, JK, MZ, KR, AR, LG conducted the literature search & data extraction, RF, JK, TB conducted the analyses & created the visualizations, DW coordinated the activity material collation, DW, TN, BI, MC collated & summarized the activity material; PM provided feedback & advice; RF wrote the first draft; all authors approved the final version. Abstract We conducted a rapid review and quantitative summary of meta-analyses that have examined interventions which can be used by individuals during quarantine and social distancing to manage anxiety, depression, stress and subjective well-being. A literature search yielded 34 meta-analyses (total number of studies k = Rapid review mental health interventions 2 1,390, n = 145,744) that were summarized. Overall, self-guided interventions showed small to medium effects in comparison to control groups. In particular, self-guided therapeutic approaches (including cognitive-behavioral, mindfulness, and acceptance-based interventions), selected positive psychology interventions, and multi-component and activity-based interventions (music, physical exercise) showed promising evidence for effectiveness. -
Telehealth Transformation: COVID-19 and the Rise of Virtual Care
Journal of the American Medical Informatics Association, 0(0), 2020, 1–6 doi: 10.1093/jamia/ocaa067 Perspective Perspective Downloaded from https://academic.oup.com/jamia/advance-article-abstract/doi/10.1093/jamia/ocaa067/5822868 by guest on 01 June 2020 Telehealth transformation: COVID-19 and the rise of virtual care Jedrek Wosik,1 Marat Fudim,1 Blake Cameron,2 Ziad F. Gellad,3,4 Alex Cho,5 Donna Phinney,6 Simon Curtis,7 Matthew Roman,6,8 Eric G. Poon ,5,6 Jeffrey Ferranti,6,8,9 Jason N. Katz,1 and James Tcheng1 1Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA, 2Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA, 3Division of Gastroen- terology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA, 4Center for Health Services Research in Primary Care, Durham VA Medical Center, Durham, North Carolina, USA, 5Division of General Internal Medicine, De- partment of Medicine, Duke University School of Medicine, Durham, North Carolina, USA, 6Duke Network Services, Duke Univer- sity Health System, Durham, North Carolina, USA, 7Private Diagnostic Clinic, Duke Health Access Center, Durham, North Carolina, USA, 8Duke Health Technology Solutions, Durham, North Carolina, USA and 9Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina, USA Corresponding Author: Jedrek Wosik, MD, Division of Cardiology, Department of Medicine and Division of Cardiology, Duke University School of Medicine, 2301 Erwin Road, Durham, NC, USA; [email protected] Received 14 April 2020; Editorial Decision 15 April 2020; Accepted 17 April 2020 ABSTRACT The novel coronavirus disease-19 (COVID-19) pandemic has altered our economy, society, and healthcare system. -
Best Practices of Cybersecurity in the Healthcare Industries
INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VO`LUME 10, ISSUE 02, FEBRUARY 2021 ISSN 2277-8616 BEST PRACTICES OF CYBERSECURITY IN THE HEALTHCARE INDUSTRIES Mónica Cruz, Lizzette Pérez, Angel Ojeda Abstract: The aim of this article is to present a literature review of what organizations in healthcare business do to protect the patients‘ private information, how breaches and vulnerabilities occurs, and the impact in healthcare institutions. The importance of reinforcement of information technology (IT) systems to protect it from cyberattacks. Forty-five articles related to the theme of cybersecurity, cyberattacks, healthcare institutions, HIPPA Privacy Rule, and patient‘s health information from 2015 to 2020 was used to write this article. Cyberattacks are easy to execute in devices that have weak IT or security systems. Healthcare institutions have the obligation to invest in strong software‘s to ensure the protection of patient‘s health information. In this article, we are going to present what healthcare institutions do to protect the patient's information to avoid the implications involving data theft and how these institutions reinforce its‘ IT systems to protect it from cyberattacks. How cybersecurity is affected, examples of cybersecurity threats, and the importance of preserving a patient‘s health information will be discussed. Index Terms: Cyberattacks, cybersecurity, patient‘s health information, healthcare institutions, data theft, digital healthcare system —————————— —————————— 1 INTRODUCTION The digital healthcare system is threatened by hackers to 2017, published by the Journal of the American Medical breach the critical infrastructure (Athinaiou, 2017). Hackers Association, where the trends in some breaches and number favor stealing health care records, which includes personal of records affected by business association, health plan and information like credit cards, financial, and banking records.