Literature DB >> 32999072

An expert advantage in detecting unfamiliar visual signals in noise.

Zahra Hussain1.   

Abstract

Diagnostic radiologists are experts in discriminating and classifying medical images for clinically significant anomalies. Does their perceptual expertise confer an advantage in unfamiliar visual tasks? Here, this issue was investigated by comparing the performance of 10 radiologists and 2 groups of novices on the ability to detect novel visual signals: band-limited textures in noise. Observers performed a yes/no detection task in which texture spatial frequency and external noise levels were varied. The task was performed on two consecutive days. Contrast thresholds and response bias were measured. Contrast thresholds of radiologists were superior to the control groups in all stimulus conditions on both days. Performance improved by an equivalent amount for all groups across days. Response bias differed consistently across stimulus conditions and days but not across groups. The difference in thresholds between the radiologists and control groups suggests that experience in diagnostic medical imaging produces perceptual skills that that transfer beyond the trained domain.

Keywords:  bias; domain-specific; radiology; sensitivity; threshold

Mesh:

Year:  2020        PMID: 32999072      PMCID: PMC7568295          DOI: 10.1073/pnas.2003761117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  42 in total

1.  The role of spatial frequency in expert object recognition.

Authors:  Simen Hagen; Quoc C Vuong; Lisa S Scott; Tim Curran; James W Tanaka
Journal:  J Exp Psychol Hum Percept Perform       Date:  2015-10-19       Impact factor: 3.332

2.  The functional form of performance improvements in perceptual learning: learning rates and transfer.

Authors:  Barbara Anne Dosher; Zhong-Lin Lu
Journal:  Psychol Sci       Date:  2007-06

3.  Perceptual learning of spatial localization: specificity for orientation, position, and context.

Authors:  R E Crist; M K Kapadia; G Westheimer; C D Gilbert
Journal:  J Neurophysiol       Date:  1997-12       Impact factor: 2.714

4.  Radiologist experience effects on contrast detection.

Authors:  David L Leong; Louise Rainford; Tamara Miner Haygood; Gary J Whitman; William R Geiser; Tanya W Stephens; Paul L Davis; Patrick C Brennan
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2014-11-01       Impact factor: 2.129

Review 5.  Bias in Radiology: The How and Why of Misses and Misinterpretations.

Authors:  Lindsay P Busby; Jesse L Courtier; Christine M Glastonbury
Journal:  Radiographics       Date:  2017-12-01       Impact factor: 5.333

6.  Does visual expertise improve visual recognition memory?

Authors:  Karla K Evans; Michael A Cohen; Rosemary Tambouret; Todd Horowitz; Erica Kreindel; Jeremy M Wolfe
Journal:  Atten Percept Psychophys       Date:  2011-01       Impact factor: 2.199

7.  Human observer detection experiments with mammograms and power-law noise.

Authors:  A E Burgess; F L Jacobson; P F Judy
Journal:  Med Phys       Date:  2001-04       Impact factor: 4.071

8.  Limits of generalization between categories and implications for theories of category specificity.

Authors:  Cindy M Bukach; W Stewart Phillips; Isabel Gauthier
Journal:  Atten Percept Psychophys       Date:  2010-10       Impact factor: 2.199

9.  Mass detection on mammograms: influence of signal shape uncertainty on human and model observers.

Authors:  C Castella; M P Eckstein; C K Abbey; K Kinkel; F R Verdun; R S Saunders; E Samei; F O Bochud
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2009-02       Impact factor: 2.129

10.  Complete transfer of perceptual learning across retinal locations enabled by double training.

Authors:  Lu-Qi Xiao; Jun-Yun Zhang; Rui Wang; Stanley A Klein; Dennis M Levi; Cong Yu
Journal:  Curr Biol       Date:  2008-12-08       Impact factor: 10.834

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