[HTML][HTML] The false hope of current approaches to explainable artificial intelligence in health care
M Ghassemi, L Oakden-Rayner… - The Lancet Digital Health, 2021 - thelancet.com
… It has been argued that explainable AI will engender trust with the health-care workforce,
provide … We provide an overview of current explainability techniques and highlight how various …
provide … We provide an overview of current explainability techniques and highlight how various …
Interpretive description: A flexible qualitative methodology for medical education research
J Thompson Burdine, S Thorne, G Sandhu - Medical education, 2021 - Wiley Online Library
… To advance the nursing science discipline, researchers … It orients data analysis towards the
development of findings … complexities of health care education and, moreover, assist medical …
development of findings … complexities of health care education and, moreover, assist medical …
[HTML][HTML] The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design choices, and …
… In this paper we review the recent literature to provide guidance to researchers and … In this
section we explore why and when explainability can be useful in health care. Diverse reasons …
section we explore why and when explainability can be useful in health care. Diverse reasons …
What happens when peer support workers are introduced as members of community-based clinical mental health service delivery teams: a qualitative study
C Ehrlich, M Slattery, G Vilic, P Chester… - … interprofessional care, 2020 - Taylor & Francis
… the role of PSWs, when undertaking data analysis we found that … In summary, PSWs needed
to ‘fit’ with clinical care teams … and enhancing work practices in complex health interventions, …
to ‘fit’ with clinical care teams … and enhancing work practices in complex health interventions, …
Machine learning in mental health: A systematic review of the HCI literature to support the development of effective and implementable ML systems
… and identify new directions for advancing development in this … need for more effective mental
health services, the role of digital … Data analysis to find associations in context data and to …
health services, the role of digital … Data analysis to find associations in context data and to …
Defining exploratory-descriptive qualitative (EDQ) research and considering its application to healthcare
D Hunter, J McCallum, D Howes - … of Nursing and Health Care, 2019 - eprints.gla.ac.uk
… to produce a straight forward description of the phenomena [2]. … This includes content analysis
(n=3), thematic analysis (n=5) … of data analysis or do not make it clear how data analysis …
(n=3), thematic analysis (n=5) … of data analysis or do not make it clear how data analysis …
A systematic review of the discrimination against sexual and gender minority in health care settings
… Within this context, this review aimed to systematically examine the discrimination … This
review also determined the relative importance of the attitudes of health care staff and patient-…
review also determined the relative importance of the attitudes of health care staff and patient-…
The Danish health care system and epidemiological research: from health care contacts to database records
M Schmidt, SAJ Schmidt, K Adelborg… - Clinical …, 2019 - Taylor & Francis
… data sources requires insight into the underlying health care system. This review describes
key elements of the Danish health care … for “digital health” has been launched to advance …
key elements of the Danish health care … for “digital health” has been launched to advance …
[HTML][HTML] Automated machine learning: Review of the state-of-the-art and opportunities for healthcare
J Waring, C Lindvall, R Umeton - Artificial intelligence in medicine, 2020 - Elsevier
… -shelf” with limited data science expertise. We also identify … to improve health outcomes, cut
healthcare costs, and advance … One reason for this is that health care professionals often lack …
healthcare costs, and advance … One reason for this is that health care professionals often lack …
[HTML][HTML] Patient satisfaction with health care services; an application of physician's behavior as a moderator
… The world is rapidly progressing in the technology industry due … After a careful review of the
literature, the authors have … frequency analysis was used for the demographic data analysis …
literature, the authors have … frequency analysis was used for the demographic data analysis …