scholarly journals Artificial Intelligence in the Fight Against COVID-19 in the Banking Sector

2020 ◽  
Vol 1 (1) ◽  
Keyword(s):  
Artificial Intelligence ◽  
Health Care ◽  
Decision Making ◽  
High Risk ◽  
Health Care System ◽  
Banking Sector ◽  
Health Care Systems ◽  
Use Cases ◽  
Care Systems ◽  
Human Thinking

The COVID-19 pandemic has been causing a massive strain in different sectors around the globe, especially in the health care systems in many countries. Artificial Intelligence has found its way in the health care system in helping to find a cure or vaccine by screening out medicines that could be promising for cure. Not only that but by containing the virus and predicting highly effected areas and limiting the spread of the virus. Many use cases based on AI was successful to monitor the spread and lock areas that were predicted by AI algorithms to be at high risk. Broadly speaking, AI involves ‘the ability of machines to emulate human thinking, reasoning and decision - making.

scholarly journals Unmasking a health care system: the Dutch policy response to the Covid-19 crisis

2021 ◽  
pp. 1-10 ◽  
Author(s):  
Iris Wallenburg ◽  
Jan-Kees Helderman ◽  
Patrick Jeurissen ◽  
Roland Bal
Keyword(s):  
Health Care ◽  
Decision Making ◽  
Health Care System ◽  
Health Care Systems ◽  
Economic Policies ◽  
Hard Time ◽  
Dutch Health ◽  
Care Systems ◽  
Policy Systems ◽  
Care System

Abstract The Covid-19 pandemic has put policy systems to the test. In this paper, we unmask the institutionalized resilience of the Dutch health care system to pandemic crisis. Building on logics of crisis decision-making and on the notion of ‘tact’, we reveal how the Dutch government initially succeeded in orchestrating collective action through aligning public health purposes and installing socio-economic policies to soften societal impact. However, when the crisis evolved into a more enduring one, a more contested policy arena emerged in which decision-makers had a hard time composing and defending a united decision-making strategy. Measures have become increasingly debated on all policy levels as well as among experts, and conflicts are widely covered in the Dutch media. With the 2021 elections ahead, this means an additional test of the resilience of the Dutch socio-political and health care systems.

scholarly journals Covid-19 FAQ’s in Paediatric and Congenital Cardiology – AEPC position paper.

2021 ◽  
pp. 1-21
Author(s):  
Skaiste Sendzikaite ◽  
Ruth Heying ◽  
Ornella Milanesi ◽  
Katarina Hanseus ◽  
Ina Michel-Behnke
Keyword(s):  
Health Care ◽  
Decision Making ◽  
Health Care Systems ◽  
Scientific Data ◽  
Position Paper ◽  
Paediatric Cardiology ◽  
European Paediatric ◽  
Care Systems ◽  
The Times ◽  
Almost All

Abstract The Covid-19 pandemic has had a huge influence in almost all areas of life, affecting societies, economics and health care systems worldwide. The paediatric cardiology community is no exception. As the challenging battle with Covid-19 continues, professionals from the Association for the European Paediatric and Congenital Cardiology (AEPC) receive many questions regarding Covid-19 in a Paediatric and Congenital Cardiology setting. The aim of this paper is to present the AEPC position on frequently asked questions based on the most recent scientific data, as well as to frame a discussion on how to take care of our patients during this unprecedented crisis. As the times are changing quickly and information regarding Covid-19 is very dynamic, continuous collection of evidence will help guide constructive decision-making.

scholarly journals A Comprehensive Study of Artificial Intelligence and Machine Learning Approaches in Confronting the Coronavirus (COVID-19) Pandemic

2021 ◽  
pp. 002073142110174
Author(s):  
Md Mijanur Rahman ◽  
Fatema Khatun ◽  
Ashik Uzzaman ◽  
Sadia Islam Sami ◽  
Md Al-Amin Bhuiyan ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Health Care ◽  
Language Processing ◽  
Probabilistic Models ◽  
Health Care Systems ◽  
Learning Approaches ◽  
Care Systems ◽  
Novel Coronavirus ◽  
Comprehensive Study

The novel coronavirus disease (COVID-19) has spread over 219 countries of the globe as a pandemic, creating alarming impacts on health care, socioeconomic environments, and international relationships. The principal objective of the study is to provide the current technological aspects of artificial intelligence (AI) and other relevant technologies and their implications for confronting COVID-19 and preventing the pandemic’s dreadful effects. This article presents AI approaches that have significant contributions in the fields of health care, then highlights and categorizes their applications in confronting COVID-19, such as detection and diagnosis, data analysis and treatment procedures, research and drug development, social control and services, and the prediction of outbreaks. The study addresses the link between the technologies and the epidemics as well as the potential impacts of technology in health care with the introduction of machine learning and natural language processing tools. It is expected that this comprehensive study will support researchers in modeling health care systems and drive further studies in advanced technologies. Finally, we propose future directions in research and conclude that persuasive AI strategies, probabilistic models, and supervised learning are required to tackle future pandemic challenges.

scholarly journals Implementation of low-dose CT screening in two different health care systems: Mount Sinai Healthcare System and Phoenix VA Health Care System

2021 ◽  
Vol 10 (2) ◽  
pp. 1064-1082
Author(s):  
Claudia I. Henschke ◽  
David F. Yankelevitz ◽  
Artit Jirapatnakul ◽  
Rowena Yip ◽  
Vivian Reccoppa ◽  
...  
Keyword(s):  
Health Care ◽  
Healthcare System ◽  
Health Care System ◽  
Low Dose ◽  
Health Care Systems ◽  
Ct Screening ◽  
Low Dose Ct ◽  
Care Systems ◽  
Va Health Care System ◽  
Care System

A Comparison of Organized and Traditional Health Care

2005 ◽  
Vol 44 (02) ◽  
pp. 273-277
Author(s):  
D. M. Lawrence
Keyword(s):  
Health Care ◽  
Health Care System ◽  
Health Care Delivery ◽  
Care Delivery ◽  
Health Care Systems ◽  
Delivery Systems ◽  
Traditional Health ◽  
Traditional Health Care ◽  
Care Systems ◽  
Health Care Delivery Systems

Summary Purpose: To compare organized and traditional health care delivery systems and their ability to meet several major challenges facing health care in the next 25 years. Approach: Analysis of traditional and organized health care systems based on a career spent in organized health care systems. Conclusions: The traditional health care system based on independent autonomous physicians is not able to meet the challenges of current healthcare. Stronger integration and coordination, i.e., organized health care delivery systems are required.

scholarly journals Journey of the Patient With Melanoma: Understanding Resource Use and Bridging the Gap Between Dermatologist, Surgeon, and Oncologist in Different Health Care Systems

2019 ◽  
pp. 1-8
Author(s):  
Cássia Rita Pereira da Veiga ◽  
Claudimar Pereira da Veiga ◽  
Ana Paula Drummond-Lage ◽  
Alberto Julius Alves Wainstein ◽  
Andreia Cristina de Melo
Keyword(s):  
Health Care ◽  
Decision Making ◽  
Health Care Systems ◽  
Scientific Evidence ◽  
Health Resources ◽  
Medical Professionals ◽  
Public And Private ◽  
Patients With Cancer ◽  
Clinical Procedures ◽  
Care Systems

PURPOSE New scientific evidence has led to modifications in the clinical practice of handling melanoma. In health care systems, there is currently a wide variety of clinical procedures to treat cancer, and the various routes have different effects on the survival of patients with cancer. Thus, this article aimed to evaluate the journey of patients with melanoma in the public and private health care systems in Brazil from the viewpoint of different medical professionals involved in the diagnosis and treatment of the disease. The study also considers the resources used for the complete delivery cycle of health care at different stages of the evolution of melanoma. METHODS We conducted a behavioral study by applying a questionnaire to a group of medical professionals. A nonprobabilistic sampling method for convenience was used, justified by the heterogeneous national incidence and the limited availability of medical professionals who diagnose and treat melanoma. RESULTS The questionnaire was answered by 138 doctors, including doctors from the Brazilian states with the highest concentration of medical specialists and regions with a higher melanoma incidence. The results of this study have the potential to enrich our understanding of the reality of Brazilian health care systems and, at the same time, allow us to discuss the multiple ways in which professionals from diverse specialist fields understand and explain decision making in health care. CONCLUSION Health care decision making is complex and, among other factors, depends on the diversity of available health resources and the knowledge of which treatments provide the greatest benefit to patients and greatest value to the system as a whole. This work can inform debates and reflection that are applicable not only in Brazil, but also in various other countries with similar realities.

scholarly journals What makes an EHR “open” or interoperable?

2015 ◽  
Vol 22 (5) ◽  
pp. 1099-1101 ◽  
Author(s):  
Dean F Sittig ◽  
Adam Wright
Keyword(s):  
Health Care ◽  
User Interfaces ◽  
Health Care Systems ◽  
Use Cases ◽  
Personal Health Information ◽  
Care Processes ◽  
Care Systems ◽  
Widespread Access ◽  
Definition Of ◽  
New Applications

Abstract We have identified 5 use cases that comprise a useful definition of an “open or interoperable electronic health record (EHR).” Each of these use cases represents important functionality that should be available to 1) clinicians, so they can provide safe and effective health care; 2) researchers, so they can advance our understanding of disease and health care processes; 3) administrators, so they can reduce their reliance on a single-source EHR developer; 4) software developers, so they can develop innovative solutions to address limitations of current EHR user interfaces and new applications to improve the practice of medicine; and 5) patients, so they can access their personal health information no matter where they receive their health care. Widespread access to “open EHRs” that can accommodate at least these 5 use cases is important if we are to realize the enormous potential of EHR-enabled health care systems.

The Corporatization of Health Care: An Evaluation and An Alternative

1996 ◽  
Vol 9 (2) ◽  
pp. 107-114 ◽  
Author(s):  
K. Jacobs ◽  
V. Nilakant
Keyword(s):  
Health Care ◽  
Decision Making ◽  
Health Care Organizations ◽  
Health Care Systems ◽  
Work Organization ◽  
Corporate Form ◽  
Care Systems ◽  
The Usa ◽  
The Impact ◽  
Medical Task

The corporatization of health care organizations has become a significant international trend. This paper examines that trend, comparing the development of corporate health care in the USA with the impact of the New Zealand health reforms. The paper traces the evolution of the organizations of health care systems and explains the emergence of the corporate form. We argue that the corporate model of work organization is unsuited to the complex and ambiguous nature of the medical task as it ignores inherent interdependencies. An alternative is needed which addresses work practices rather than just participation in decision making and is based on a concept of mutual interdependence and support in the execution of work.

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