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Articles

Medical imaging training with eye movement modeling examples: A randomized controlled study

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References

  • Bertram R, Kaakinen J, Bensch F, Helle L, Lantto E, Niemi P, Lundbom N. 2016. Eye movements of radiologists reflect expertise in CT study interpretation: a potential tool to measure resident development. Radiology. 281(3):805–815.
  • Brams S, Ziv G, Hooge IT, Levin O, Verschakelen J, Williams AM, Wagemans J, Helsen WF. 2021. Training focal lung pathology detection using an eye movement modeling example. J Med Imaging. 8(2):025501.
  • Brunyé TT, Drew T, Weaver DL, Elmore JG. 2019. A review of eye tracking for understanding and improving diagnostic interpretation. Cog Res Princ Implic. 4(1):7.
  • Choi HH, Clark J, Jay AK, Filice RW. 2018. Minimizing barriers in learning for on-call radiology residents–end-to-end web-based resident feedback system. J Digit Imaging. 31(1):117–123.
  • Eke OF, Henwood PC, Wanjiku GW, Fasina A, Kharasch SJ, Shokoohi H. 2021. Global point-of-care ultrasound education and training in the age of Covid-19. Int J Emerg Med. 14(1):12.
  • Gegenfurtner A, Lehtinen E, Jarodzka H, Säljö R. 2017. Effects of eye movement modeling examples on adaptive expertise in medical image diagnosis. Comp Educ. 113(1):212–225.
  • Hayes AF. 2015. An index and test of linear moderated mediation. Multivariate Behav Res. 50(1):1–22.
  • Hill MR, Goicochea S, Merlo LJ. 2018. In their own words: stressors facing medical students in the millennial generation. Med Educ Online. 23(1):1530558.
  • Jarodzka H, van Gog J, Dorr M, Scheiter K, Gerjets P. 2013. Learning to see: guiding students’ attention via a model’s eye movements fosters learning. Learn Instr. 25:62–70.
  • Johan P, Engel H. 2008. Tacit knowledge and visual expertise in medical diagnostic reasoning: implications for medical education. Med Teach. 30(7):184–188.
  • Klepsch M, Schmitz F, Seufert T. 2017. Development and validation of two instruments measuring intrinsic, extraneous, and germane cognitive load. Front Psych. 8:1997.
  • Klibanov AL, Hossack JA. 2015. Ultrasound in radiology: from anatomic, functional, molecular imaging to drug delivery and image-guided therapy. Invest Radiol. 50(9):657–670.
  • Lichtfeld D, Ball LJ, Donovan T, Manning DJ, Crawford T. 2010. Viewing another person’s eye movements improves identification of pulmonary nodules in chest x-ray inspection. J Exp Psych. 16(3):251–262.
  • Lynch T, Bockhold S, McNulty JP. 2022. Factors influencing the choice of radiology as a medical specialty in Ireland. Eur J Radiol. 151:110297.
  • Papoutsaki A, Laskey J, Huang J. 2017. SearchGazer: webcam eye tracking for remote studies of web search. Paper Presented in Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, New York.
  • Quien MM, Saric M. 2018. Ultrasound imaging artifacts: how to recognize them and how to avoid them. Echocardiography. 35(9):1388–1401.
  • Russell FM, Zakeri B, Audrey H, Robinson F, Leiser A, Wallach P. 2022. The state of point-of-care ultrasound training in undergraduate medical education: findings from a national survey. Acad Med. 97(5):723–727.
  • Sweller J. 1988. Cognitive load during problem solving: effects on learning. Cogn Sci. 12(2):257–285.
  • Van der Laan J, Heino A, de Waard D. 1997. A simple procedure for the assessment of acceptance of advanced transport telematics. Transpn Res. 5(1):1–10.
  • Waite S, Grigorian A, Alexander RG, Macknik SL, Carrasco M, Heeger DJ, Martinez-Conde S. 2019. Analysis of perceptual expertise in radiology – current knowledge and a new perspective. Front Hum Neurosci. 13:213.
  • Xie H, Zhao T, Deng S, Peng J, Wang F, Zhou Z. 2021. Using eye movement modelling examples to guide visual attention and foster cognitive performance: a meta-analysis. J Comput Assist Learn. 37(4):1194–1206.
  • Young JQ, Van Merrienboer J, Durning S, Ten Cate O. 2014. Cognitive load theory: implications for medical education: AMEE guide no. 86. Med Teach. 36(5):371–384.

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