Artificial Intelligence and Machine Learning in Radiology
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 7143 words.
This final chapter, which assumes no prior reader knowledge of the topic, reviews the promise of artificial intelligence (AI), especially machine learning and deep learning in radiology. We...
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Error and Accountability
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 9752 words.
In this chapter we will explore the issues related to individual and organizational accountability for error, particularly when a patient suffers harm that is attributable to physician...
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Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Book. Subjects: Radiography; Primary Care; Public Health. 280 pages.
Diagnostic radiology is a medical specialty that is primarily devoted to the diagnostic process, centered on the interpretation of medical images. This book reviews the high level of...
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Reducing Error in Radiology
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 12975 words.
This chapter reviews a new “theory of error,” which is a way of classifying errors based on three principal types of error causes. Mechanisms and solutions are proposed for each of these...
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Taxonomy and Epidemiology of Error in Radiology
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 11068 words.
This chapter provides an overview of the prevalence and classification of error types in radiology, including the frequency and types of errors made by radiologists. We will review the...
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Uncertainty and Interpretive Error
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 6660 words.
Uncertainty pervades medical diagnosis and can rarely be entirely eliminated. Diagnostic imaging is meant to reduce that uncertainty, ideally to the point where a clinician feels confident...
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Visual and Perceptual Science and Radiology
in Error and Uncertainty in Diagnostic Radiology
February 2019; p ublished online February 2019 .
Chapter. Subjects: Radiography; Primary Care; Public Health. 8192 words.
This chapter discusses the science of human visual perception, including recently published experimental results that directly explore the underlying visual perceptual processes involved in...
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