Characterizing the development of visual search expertise in pathology residents viewing whole slide images

Nodine, 2010, The role of expertise in radiologic image interpretation, 139 Prak, 2009, 2008 ACLPS panel discussion on resident education in clinical pathology, AJCP, 131, 618 Ford, 2008, Pathology education in a multisite urban/rural distributed curriculum, Hum Pathol, 39, 811, 10.1016/j.humpath.2008.02.009 Weiss, 2011, Work Group Members. A consensus curriculum for laboratory management training for pathology residents, Am J Clin Pathol, 136, 671, 10.1309/AJCPWABWFBU9EYXR Alexander, 2011, Pathology graduate medical education (overview from 2006-2010), Hum Pathol, 42, 763, 10.1016/j.humpath.2010.11.008 Krupinski, 2006, Eye-movement study and human performance using telepathology virtual slides. Implications for medical education and differences with experience, Hum Pathol, 37, 1543, 10.1016/j.humpath.2006.08.024 Helle, 2010, Do prior knowledge, personality and visual perceptual ability predict student performance in microscopic pathology?, Med Ed, 44, 621, 10.1111/j.1365-2923.2010.03625.x Mello-Thoms, 2011, Characterizing virtual slide exploration through the use of “search maps”, Proc SPIE Med Imag, 7966, 79660Q, 10.1117/12.878008 Crowley, 2003, Development of visual diagnostic expertise in pathology—an information-processing study, J Am Med Inform Assoc, 10, 39, 10.1197/jamia.M1123 Kundel, 1975, Interpreting chest radiographs without visual search, Radiology, 116, 527, 10.1148/116.3.527 de Groot, 1996 Chase, 1973, The mind's eye in chess, 215 Nodine, 1998, Perceptual skill, radiology expertise, and visual test performance with NINA and WALDO, Acad Radiol, 5, 603, 10.1016/S1076-6332(98)80295-X Bass, 1990, Visual skill: correlation with detection of solitary pulmonary nodules, Invest Radiol, 25, 994, 10.1097/00004424-199009000-00006 Berbaum, 1985, Measurement and prediction of diagnostic performance during radiology training, AJR Am J Roentgenol, 145, 1305, 10.2214/ajr.145.6.1305 Engel, 2008, Tacit knowledge and visual expertise in medical diagnostic reasoning: implications for medical education, Med Teacher, 30, e184, 10.1080/01421590802144260 Llewellyn-Thomas, 1963, Visual search patterns of radiologists in training, Radiol, 81, 288, 10.1148/81.2.288 Kundel, 1978, Visual scanning, pattern recognition and decision-making in pulmonary tumor detection, Invest Radiol, 13, 175, 10.1097/00004424-197805000-00001 Kundel, 1989, Searching for lung nodules: visual dwell indicates locations of false-positive and false-negative decisions, Invest Radiol, 24, 472, 10.1097/00004424-198906000-00012 Nodine, 2002, Time course of perception and decision making during mammographic interpretation, AJR Am J Roentgenol, 179, 917, 10.2214/ajr.179.4.1790917 Krupinski, 1996, Visual scanning patterns of radiologists searching mammograms, Acad Radiol, 3, 137, 10.1016/S1076-6332(05)80381-2 Nodine, 1996, Nature of expertise in searching mammograms for breast masses, Acad Radiol, 3, 1000, 10.1016/S1076-6332(96)80032-8 Krupinski, 2005, Visual search of mammographic images: influence of lesion subtlety, Acad Radiol, 12, 965, 10.1016/j.acra.2005.03.071 Lesgold, 1988, Expertise in a complex skill: diagnosing x-ray pictures, 311 Krupinski, 2000, The influence of a perceptually linearized display on observer performance and visual search, Acad Radiol, 7, 8, 10.1016/S1076-6332(00)80437-7 Krupinski, 2002, Pulmonary nodule detection and visual search: P45 and P104 monochrome versus color monitor displays, Acad Radiol, 9, 638, 10.1016/S1076-6332(03)80308-2 Tiersma, 2003, Visualizing scanning patterns of pathologists in the grading of cervical intraepithelial neoplasia, J Clin Path, 56, 677, 10.1136/jcp.56.9.677 Roa-Pena, 2010, An experimental study of pathologist's navigation patterns in virtual microscopy, Diag Path, 5, 71, 10.1186/1746-1596-5-71 Weinstein, 2004, An array microscope for ultrarapid virtual slide processing and telepathology. Design, fabrication, and validation study, Hum Pathol, 35, 1303, 10.1016/j.humpath.2004.09.002 Nodine, 1992, Recording and analyzing eye-position data using a microcomputer workstation, Behav Res Methods Instrum Comput, 24, 475, 10.3758/BF03203584 Mammography Quality Standards Act (MQSA) http://www.fda.gov/Radiation-EmittingProducts/MammographyQualityStandardsActandProgram/Regulations/ucm110906.htm#s90012 Last accessed May 25, 2012. National Health Service (NHS) Breast Screening Radiologists Quality Assurance Committee, 1997 Beam, 2003, Association of volume and volume-independent factors with accuracy in screening mammogram interpretation, J Natl Cancer Inst, 95, 282, 10.1093/jnci/95.4.282 Elmore, 1998, Does diagnostic accuracy in mammography depend on radiologist's experience?, J Womens Health, 7, 443, 10.1089/jwh.1998.7.443 Nodine, 1999, How experience and training influence mammography expertise, Acad Radiol, 6, 575, 10.1016/S1076-6332(99)80252-9 ACGME. http://www.acgme.org/acWebsite/home/home.asp. Last accessed May 25, 2012. Hassell, 2011, Digital slides and ACGME resident competencies in anatomic pathology: an altered paradigm for acquisition and assessment, J Pathol Inform, 2, 27, 10.4103/2153-3539.82052 Zarbo, 2005, Error detection in anatomic pathology, Arch Path Lab Med, 129, 1237, 10.5858/2005-129-1237-EDIAP Tsuchihashi, 2011, Expanding application of digital pathology in Japan—from education, telepathology to autodiagnosis, Diag Path, 6, S19, 10.1186/1746-1596-6-S1-S19 Foster, 2010, Medical education in the digital age: digital whole slide imaging as an e-learning tool, J Pathol Inform, 1, 14, 10.4103/2153-3539.68331 Jara-Lazaro, 2010, Digital pathology: exploring its applications in diagnostic surgical pathology practice, Pathol, 42, 512, 10.3109/00313025.2010.508787 Weinstein, 2009, Overview of telepathology, virtual microscopy, and whole slide imaging: prospects for the future, Hum Pathol, 40, 1057, 10.1016/j.humpath.2009.04.006