MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care
T Hernandez-Boussard, S Bozkurt… - Journal of the …, 2020 - academic.oup.com
The rise of digital data and computing power have contributed to significant advancements
in artificial intelligence (AI), leading to the use of classification and prediction models in …
in artificial intelligence (AI), leading to the use of classification and prediction models in …
Predictive analytics in health care: how can we know it works?
There is increasing awareness that the methodology and findings of research should be
transparent. This includes studies using artificial intelligence to develop predictive …
transparent. This includes studies using artificial intelligence to develop predictive …
[HTML][HTML] Accessing artificial intelligence for clinical decision-making
C Giordano, M Brennan, B Mohamed… - Frontiers in digital …, 2021 - frontiersin.org
Advancements in computing and data from the near universal acceptance and
implementation of electronic health records has been formative for the growth of …
implementation of electronic health records has been formative for the growth of …
[HTML][HTML] AI in health: state of the art, challenges, and future directions
F Wang, A Preininger - Yearbook of medical informatics, 2019 - thieme-connect.com
Introduction: Artificial intelligence (AI) technologies continue to attract interest from a broad
range of disciplines in recent years, including health. The increase in computer hardware …
range of disciplines in recent years, including health. The increase in computer hardware …
[HTML][HTML] Addressing bias in big data and AI for health care: A call for open science
Artificial intelligence (AI) has an astonishing potential in assisting clinical decision making
and revolutionizing the field of health care. A major open challenge that AI will need to …
and revolutionizing the field of health care. A major open challenge that AI will need to …
A nationwide network of health AI assurance laboratories
Importance Given the importance of rigorous development and evaluation standards
needed of artificial intelligence (AI) models used in health care, nationwide accepted …
needed of artificial intelligence (AI) models used in health care, nationwide accepted …
[HTML][HTML] The medical AI insurgency: what physicians must know about data to practice with intelligent machines
DD Miller - NPJ digital medicine, 2019 - nature.com
Abstract Machine learning (ML) and its parent technology trend, artificial intelligence (AI),
are deriving novel insights from ever larger and more complex datasets. Efficient and …
are deriving novel insights from ever larger and more complex datasets. Efficient and …
The number needed to benefit: estimating the value of predictive analytics in healthcare
Predictive analytics in health care has generated increasing enthusiasm recently, as
reflected in a rapidly growing body of predictive models reported in literature and in real-time …
reflected in a rapidly growing body of predictive models reported in literature and in real-time …
Artificial intelligence, machine learning, and deep learning for clinical outcome prediction
AI is a broad concept, grouping initiatives that use a computer to perform tasks that would
usually require a human to complete. AI methods are well suited to predict clinical outcomes …
usually require a human to complete. AI methods are well suited to predict clinical outcomes …
AI-Driven Decision Support Systems for Precision Medicine: Examining the Development and Implementation of AI-Driven Decision Support Systems in Precision …
M Raparthi, SR Gayam… - Journal of Artificial …, 2021 - thesciencebrigade.com
Artificial intelligence (AI)-driven decision support systems have revolutionized the field of
precision medicine by providing clinicians with tools to personalize patient care. These …
precision medicine by providing clinicians with tools to personalize patient care. These …
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