Mandating limits on workload, duty, and speed in radiology
Research has not yet quantified the effects of workload or duty hours on the accuracy of
radiologists. With the exception of a brief reduction in imaging studies during the 2020 peak …
radiologists. With the exception of a brief reduction in imaging studies during the 2020 peak …
Interpretive error in radiology
OBJECTIVE. Although imaging technology has advanced significantly since the work of
Garland in 1949, interpretive error rates remain unchanged. In addition to patient harm …
Garland in 1949, interpretive error rates remain unchanged. In addition to patient harm …
Analysis of perceptual expertise in radiology–current knowledge and a new perspective
Radiologists rely principally on visual inspection to detect, describe, and classify findings in
medical images. As most interpretive errors in radiology are perceptual in nature …
medical images. As most interpretive errors in radiology are perceptual in nature …
How visual search relates to visual diagnostic performance: a narrative systematic review of eye-tracking research in radiology
A Van der Gijp, CJ Ravesloot, H Jarodzka… - Advances in Health …, 2017 - Springer
Eye tracking research has been conducted for decades to gain understanding of visual
diagnosis such as in radiology. For educational purposes, it is important to identify visual …
diagnosis such as in radiology. For educational purposes, it is important to identify visual …
Medical artificial intelligence for clinicians: the lost cognitive perspective
The development and commercialisation of medical decision systems based on artificial
intelligence (AI) far outpaces our understanding of their value for clinicians. Although …
intelligence (AI) far outpaces our understanding of their value for clinicians. Although …
The impending demise of the item in visual search
The way the cognitive system scans the visual environment for relevant information–visual
search in short–has been a long-standing central topic in vision science. From its inception …
search in short–has been a long-standing central topic in vision science. From its inception …
Essentials of forensic post-mortem MR imaging in adults
TD Ruder, MJ Thali, GM Hatch - The British journal of radiology, 2014 - academic.oup.com
Post-mortem MR (PMMR) imaging is a powerful diagnostic tool with a wide scope in forensic
radiology. In the past 20 years, PMMR has been used as both an adjunct and an alternative …
radiology. In the past 20 years, PMMR has been used as both an adjunct and an alternative …
The holistic processing account of visual expertise in medical image perception: A review
H Sheridan, EM Reingold - Frontiers in psychology, 2017 - frontiersin.org
In the field of medical image perception, the holistic processing perspective contends that
experts can rapidly extract global information about the image, which can be used to guide …
experts can rapidly extract global information about the image, which can be used to guide …
Appropriate reliance on artificial intelligence in radiology education
Users of artificial intelligence (AI) can become overreliant on AI, negatively affecting the
performance of human-AI teams. For a future in which radiologists use interpretive AI tools …
performance of human-AI teams. For a future in which radiologists use interpretive AI tools …
Eye-gaze-guided vision transformer for rectifying shortcut learning
Learning harmful shortcuts such as spurious correlations and biases prevents deep neural
networks from learning meaningful and useful representations, thus jeopardizing the …
networks from learning meaningful and useful representations, thus jeopardizing the …