decision thresholds are viewed as the “linchpin” between evidence and decision-making [1,2]. The concept of a decision threshold is often familiar to those with a basic understanding of the judicial system where standards of proof assume different evidentiary cut-offs such as, “‘beyond a re...
Related to decision:decision maker de·cis·ion (dē-sizh'ŭn), Judgment; resolution; conclusion reached after deliberation process. The act of making a choice that ends or removes uncertainty. [M.E., fr. O.Fr., fr. L.decisio, a cutting off, fr.de, off, away, +caedo, to cut] ...
DAVID M. Conversational case-based reasoning in medical decision making[J]. Artificial Intelligence in Medicine, 2011, 52(2): 59-66.McSherry D. Conversational case-based reasoning in medical decision mak- ing. In: [14], p. 59-66.
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We show that resistance to the utilization of medical artificial intelligence is driven by both the subjective difficulty of understanding algorithms (the perception that they are a ‘black box’) and by an illusory subjective understanding of human medical decision-making. In five pre-registered ...
This paper explores a model of choice and explanation in medical management and makes clear its advantages and limitations. The model is based on multiattribute decision making (MADM) and consists of four distinct strategies for choice and explanation, plus combinations of these four. Each strategy...
In prehospital emergency care, providers face significant challenges in making informed decisions due to factors such as limited cognitive support, high-stress environments, and lack of experience with certain patient conditions. Effective Clinical Decision Support Systems (CDSS) have great potential to ...
BMC Medical Informatics and Decision Making volume 24, Article number: 186 (2024) Cite this article 2318 Accesses Metrics details Abstract Background Clinical medicine offers a promising arena for applying Machine Learning (ML) models. However, despite numerous studies employing ML in medical data ...
Organizational decision making tends to be irrational, and organizational ideologies bias organizations’perceptions. Much effort has been spent on prescribing how organizatio... N Brunsson - 《Journal of Management Studies》 被引量: 722发表: 1982年...
while interpretable models that share some insight into their decision-making process are more helpful to clinicians as a second opinion [8]. Hence, as ML models grow increasingly complex, interpretability emerges as a crucial factor in advancing the use of ML in the conservative field of medicine...