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      Designing Futuristic Telemedicine Using Artificial Intelligence and Robotics in the COVID-19 Era

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          Abstract

          Technological innovations such as artificial intelligence and robotics may be of potential use in telemedicine and in building capacity to respond to future pandemics beyond the current COVID-19 era. Our international consortium of interdisciplinary experts in clinical medicine, health policy, and telemedicine have identified gaps in uptake and implementation of telemedicine or telehealth across geographics and medical specialties. This paper discusses various artificial intelligence and robotics-assisted telemedicine or telehealth applications during COVID-19 and presents an alternative artificial intelligence assisted telemedicine framework to accelerate the rapid deployment of telemedicine and improve access to quality and cost-effective healthcare. We postulate that the artificial intelligence assisted telemedicine framework would be indispensable in creating futuristic and resilient health systems that can support communities amidst pandemics.

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          Virtually Perfect? Telemedicine for Covid-19

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            The potential for artificial intelligence in healthcare

            The complexity and rise of data in healthcare means that artificial intelligence (AI) will increasingly be applied within the field. Several types of AI are already being employed by payers and providers of care, and life sciences companies. The key categories of applications involve diagnosis and treatment recommendations, patient engagement and adherence, and administrative activities. Although there are many instances in which AI can perform healthcare tasks as well or better than humans, implementation factors will prevent large-scale automation of healthcare professional jobs for a considerable period. Ethical issues in the application of AI to healthcare are also discussed.
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              Global Telemedicine Implementation and Integration Within Health Systems to Fight the COVID-19 Pandemic: A Call to Action

              On March 11, 2020, the World Health Organization declared the coronavirus disease 2019 (COVID-19) outbreak as a pandemic, with over 720,000 cases reported in more than 203 countries as of 31 March. The response strategy included early diagnosis, patient isolation, symptomatic monitoring of contacts as well as suspected and confirmed cases, and public health quarantine. In this context, telemedicine, particularly video consultations, has been promoted and scaled up to reduce the risk of transmission, especially in the United Kingdom and the United States of America. Based on a literature review, the first conceptual framework for telemedicine implementation during outbreaks was published in 2015. An updated framework for telemedicine in the COVID-19 pandemic has been defined. This framework could be applied at a large scale to improve the national public health response. Most countries, however, lack a regulatory framework to authorize, integrate, and reimburse telemedicine services, including in emergency and outbreak situations. In this context, Italy does not include telemedicine in the essential levels of care granted to all citizens within the National Health Service, while France authorized, reimbursed, and actively promoted the use of telemedicine. Several challenges remain for the global use and integration of telemedicine into the public health response to COVID-19 and future outbreaks. All stakeholders are encouraged to address the challenges and collaborate to promote the safe and evidence-based use of telemedicine during the current pandemic and future outbreaks. For countries without integrated telemedicine in their national health care system, the COVID-19 pandemic is a call to adopt the necessary regulatory frameworks for supporting wide adoption of telemedicine.
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                Author and article information

                Contributors
                Journal
                Front Public Health
                Front Public Health
                Front. Public Health
                Frontiers in Public Health
                Frontiers Media S.A.
                2296-2565
                02 November 2020
                2020
                02 November 2020
                : 8
                : 556789
                Affiliations
                [1] 1Pandemic Health System REsilience PROGRAM (REPROGRAM) Consortium, REPROGRAM Telemedicine Study Group , Sydney, NSW, Australia
                [2] 2Neurovascular Imaging Laboratory & NSW Brain Clot Bank, Department of Neurology, Liverpool Hospital and South Western Sydney Local Health District, Ingham Institute for Applied Medical Research, The University of New South Wales , Sydney, NSW, Australia
                [3] 3The University of New South Wales (UNSW) Medicine Sydney, South West Sydney Clinical School , Sydney, NSW, Australia
                [4] 4The University of the West Indies , St. Augustine, Trinidad and Tobago
                [5] 5Global Brain Health Institute, Trinity College Dublin , Dublin, Ireland
                [6] 6Department of Medicine, St. Michael's Hospital, University of Toronto , Toronto, ON, Canada
                [7] 7Alberta Health Services and Project PoSSUM, University of Alberta , Edmonton, AB, Canada
                [8] 8Penn Medicine Lancaster General Hospital and Project PoSSUM , Lancaster, PA, United States
                [9] 9Farr Institute of Health Informatics, University College London (UCL) & NHS Foundation Trust , Birmingham, United Kingdom
                [10] 10Polish Mother's Memorial Hospital Research Institute (PMMHRI) in Lodz, Cardiovascular Research Centre, University of Zielona Gora , Zielona Gora, Poland
                [11] 11Department of Hypertension, Medical University of Lodz , Łódź, Poland
                Author notes

                Edited by: Alberto Eugenio Tozzi, Bambino Gesù Children Hospital (IRCCS), Italy

                Reviewed by: Rukhsana Ahmed, University at Albany, United States; Charles Doarn, University of Cincinnati, United States

                *Correspondence: Sonu Bhaskar Sonu.Bhaskar@ 123456health.nsw.gov.au

                This article was submitted to Digital Public Health, a section of the journal Frontiers in Public Health

                Article
                10.3389/fpubh.2020.556789
                7667043
                33224912
                93be6f4d-48f5-42a5-854c-4b0ac2cfc841
                Copyright © 2020 Bhaskar, Bradley, Sakhamuri, Moguilner, Chattu, Pandya, Schroeder, Ray and Banach.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 30 April 2020
                : 07 October 2020
                Page count
                Figures: 2, Tables: 0, Equations: 0, References: 66, Pages: 7, Words: 5007
                Categories
                Public Health
                Policy Brief

                telehealth,digital medicine,pandemic (covid-19),robotics,telemedicine,artificial intelligence,coronavirus disease 2019 (covid-19)

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