A survey on medical explainable AI (XAI): recent progress, explainability approach, human interaction and scoring system
RK Sheu, MS Pardeshi - Sensors, 2022 - mdpi.com
The emerging field of eXplainable AI (XAI) in the medical domain is considered to be of
utmost importance. Meanwhile, incorporating explanations in the medical domain with …
utmost importance. Meanwhile, incorporating explanations in the medical domain with …
Health system-scale language models are all-purpose prediction engines
Physicians make critical time-constrained decisions every day. Clinical predictive models
can help physicians and administrators make decisions by forecasting clinical and …
can help physicians and administrators make decisions by forecasting clinical and …
The impact of generative artificial intelligence on socioeconomic inequalities and policy making
Generative artificial intelligence (AI) has the potential to both exacerbate and ameliorate
existing socioeconomic inequalities. In this article, we provide a state-of-the-art …
existing socioeconomic inequalities. In this article, we provide a state-of-the-art …
Integrating human knowledge into artificial intelligence for complex and ill-structured problems: Informed artificial intelligence
Artificial intelligence (AI) has been gaining significant attention in various fields to reduce
costs, increase revenue, and improve customer satisfaction. AI can be particularly beneficial …
costs, increase revenue, and improve customer satisfaction. AI can be particularly beneficial …
An AI-based decision support system for predicting mental health disorders
Approximately one billion individuals suffer from mental health disorders, such as
depression, bipolar disorder, schizophrenia, and anxiety. Mental health professionals use …
depression, bipolar disorder, schizophrenia, and anxiety. Mental health professionals use …
Toward AI governance: Identifying best practices and potential barriers and outcomes
E Papagiannidis, IM Enholm, C Dremel… - Information Systems …, 2023 - Springer
In recent years artificial intelligence (AI) has been seen as a technology with tremendous
potential for enabling companies to gain an operational and competitive advantage …
potential for enabling companies to gain an operational and competitive advantage …
Role of risks in the development of responsible artificial intelligence in the digital healthcare domain
S Gupta, S Kamboj, S Bag - Information Systems Frontiers, 2023 - Springer
The use of artificial intelligence (AI) in the healthcare field is gaining popularity. However, it
also raises some concerns related to privacy and ethical aspects that require the …
also raises some concerns related to privacy and ethical aspects that require the …
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence
Purpose The global health crisis represents an unprecedented opportunity for the
development of artificial intelligence (AI) solutions. This paper aims to integrate explainable …
development of artificial intelligence (AI) solutions. This paper aims to integrate explainable …
Artificial intelligence capability and firm performance: a sustainable development perspective by the mediating role of data-driven culture
Artificial Intelligence (AI) tools, applications, and capabilities have received tremendous
attention from industry practitioners, scholars, and policymakers. Despite the substantial …
attention from industry practitioners, scholars, and policymakers. Despite the substantial …
An assessment of the barriers impacting responsible artificial intelligence
MI Merhi - Information Systems Frontiers, 2023 - Springer
Abstract Responsible Artificial Intelligence (AI) has recently gained a lot of attention,
especially in the last few years. Scholars have conducted systematic literature reviews to …
especially in the last few years. Scholars have conducted systematic literature reviews to …