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Accelerating expertise: Perceptual and adaptive learning technology in medical learning

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References

  • Atkinson RC. 1972. Optimizing the learning of a second-language vocabulary. J Exp Psychol. 96:124–129.
  • Bereiter C, Scardamalia M. 1998. Rethinking learning. In: Olson DR, Torrance N, editors. The handbook of education and human development. Malden (MA): Blackwell; p. 485–513.
  • Bryan WL, Harter N. 1899. Studies on the telegraphic language: the acquisition of a hierarchy of habits. Psych Rev. 6:345–375.
  • Chase WG, Simon HA. 1973. Perception in chess. Cog Psych. 4:55–81.
  • Evered A. (in press). Perceptual and adaptive learning modules (PALMs) and their potential to transform cytology training programmes. Cytopathology. DOI:10.1111/cyt.12578
  • Gibson EJ. 1969. Principles of perceptual learning and development. New York (NY): Prentice–Hall.
  • Gibson JJ, Gibson EJ. 1955. Perceptual learning: differentiation or enrichment? Psychol Rev. 62:32–41.
  • Goldstone R. 2000. Unitization during category learning. J Exp Psychol Hum Percept Perform. 26:86–112.
  • Goldstone RL. 1998. Perceptual learning. Annu Rev Psychol. 49:585–612.
  • Karpicke J, Roediger HL. 2007. Expanding retrieval practice promotes short-term retention, but equally spaced retrieval enhances long-term retention. J Exp Psychol. 33:704–719.
  • Kellman PJ. 2002. Perceptual learning. In: Gallistel R, editor. Stevens’ handbook of experimental psychology. 3rd ed. Vol. 3, Learning, Motivation, and Emotion. New York (NY): Wiley; p. 259–299.
  • Kellman PJ. 2013. Adaptive and perceptual learning technologies in medical education and training. Mil Med. 178:98–106.
  • Kellman PJ, Garrigan PB. 2009. Perceptual learning and human expertise. Phys Life Rev. 6:53–84.
  • Kellman PJ, Kaiser MK. 1994. Perceptual learning modules in flight training. Proc 38th Ann Meet Hum Factors Ergon Soc. 38:1183–1187.
  • Kellman PJ, Massey CM. 2013. Perceptual learning, cognition, and expertise. In Ross B, editor. Psychology of learning and motivation, Vol. 58. Cambridge (MA): Academic Press; Elsevier.
  • Krasne S, Hillman JD, Kellman PJ, Drake TA. 2013. Applying perceptual and adaptive learning techniques for teaching introductory histopathology. J Pathol Inform. 4:34–41.
  • Krupinski EA. 2010. Current perspectives in medical image perception. Atten Percept Psychophys. 72:1205–1217.
  • Landauer TK, Bjork RA. 1978. Optimum rehearsal patterns and name learning. In: Gruneberg MM, Morris PE, Sykes RN, editors. Practical aspects of memory. London: Academic Press. p. 625–632.
  • Mettler EM, Kellman PJ. 2006. Unconscious discovery in concrete and abstract perceptual learning. Abstr Psychon Soc. 11:17.
  • Mettler EM, Kellman PJ. 2014. Adaptive response-time-based category sequencing in perceptual learning. Vision Res. 99:111–123.
  • Mettler EM, Massey CM, Kellman PJ. 2011. Improving adaptive learning technology through the use of response times. In: L. Carlson, C. Holscher, T. Shipley, editors. Proceedings of the 33rd annual conference of the cognitive science society. Boston (MA): Cognitive Science Society. p. 2532–2537.
  • Mettler EM, Massey CM, Kellman PJ. 2016. A comparison of adaptive and fixed schedules of practice. J Exp Psychol Gen. 145:897–917.
  • Nodine CF, Krupinski EA. 1998. Perceptual skill, radiology expertise, and visual test performance with NINA and WALDO. Acad Radiol. 5:603–612.
  • Pavlik PI, Jr, Anderson JR. 2008. Using a model to compute the optimal schedule of practice. J Exp Psychol Appl. 14:101–117.
  • Petrov AA, Dosher BA, Lu Z-L. 2005. The dynamics of perceptual learning: an incremental reweighting model. Psychol Rev. 112:715–743.
  • Pyc M, Rawson K. 2007. Examining the efficiency of schedules of distributed retrieval practice. Mem Cognit. 35:1917–1927.
  • Pyc M, Rawson K. 2009. Testing the retrieval effort hypothesis. Does greater difficulty correctly recalling information lead to higher levels of memory? J Mem Lang. 60:437–447.
  • Reber AS. 1993. Implicit learning and tacit knowledge: an essay on the cognitive unconscious. Oxford Psychology Series, No 19. New York (NY): Oxford University Press.
  • Rimoin L, Altieri L, Craft N, Krasne S, Kellman PJ. 2015. Training pattern recognition of skin lesion morphology, configuration and distribution. JAAD 72:489–495.
  • Romito B, Krasne S, Kellman PJ, Dhillon A. 2016. The impact of a perceptual and adaptive learning module on transoesophageal echocardiography interpretation by anaesthesiology residents. Br J Anaes. 117:477–481.
  • Schneider W, Shiffrin RM. 1977. Controlled and automatic human information processing: I. Detection, search, and attention. Psychol Rev. 84:1–66.
  • Seitz AR, Watanabe T. 2003. Psychophysics: is subliminal learning really passive? Nature. 422:36.
  • Storm BC, Bjork RA, Storm JC. 2010. Optimizing retrieval as a learning event: when and why expanding retrieval practice enhances long-term retention. Mem Cognit. 38:244–253.
  • Thai KP, Krasne S, Kellman PJ. 2015. Adaptive perceptual learning in electrocardiography: the synergy of passive and active classification. In: Noelle DC, Dale R, Warlaumont AS, Yoshimi J, Matlock T, Jennings CD, Maglio PP, editors. Proceedings of the 37th annual meeting of the cognitive science society. Austin (TX): Cognitive Science Society. p. 2350–2355.
  • Weller JM. 2016. New approaches to the development of expertise in anaesthesia. Br J Anaesth. 117:545–546.

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