Mandating limits on workload, duty, and speed in radiology

R Alexander, S Waite, MA Bruno, EA Krupinski, L Berlin… - Radiology, 2022 - pubs.rsna.org
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 …

Interpretive error in radiology

S Waite, J Scott, B Gale, T Fuchs… - American Journal of …, 2017 - Am Roentgen Ray Soc
OBJECTIVE. Although imaging technology has advanced significantly since the work of
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

S Waite, A Grigorian, RG Alexander… - Frontiers in human …, 2019 - frontiersin.org
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 …

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 …

Medical artificial intelligence for clinicians: the lost cognitive perspective

L Tikhomirov, C Semmler, M McCradden… - The Lancet Digital …, 2024 - thelancet.com
The development and commercialisation of medical decision systems based on artificial
intelligence (AI) far outpaces our understanding of their value for clinicians. Although …

The impending demise of the item in visual search

J Hulleman, CNL Olivers - Behavioral and Brain Sciences, 2017 - cambridge.org
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 …

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 …

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 …

Appropriate reliance on artificial intelligence in radiology education

MD Li, BP Little - Journal of the American College of Radiology, 2023 - Elsevier
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 …

Eye-gaze-guided vision transformer for rectifying shortcut learning

C Ma, L Zhao, Y Chen, S Wang, L Guo… - … on Medical Imaging, 2023 - ieeexplore.ieee.org
Learning harmful shortcuts such as spurious correlations and biases prevents deep neural
networks from learning meaningful and useful representations, thus jeopardizing the …