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A method to determine the impact of reduced visual function on nodule detection performance
- Source :
- Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Publication Year :
- 2017
- Publisher :
- Elsevier BV, 2017.
-
Abstract
- Purpose: In this study we aim to validate a method to assess the impact of reduced visual function and observer performance concurrently with a nodule detection task.\ud \ud Materials and methods: Three consultant radiologists completed a nodule detection task under three conditions: without visual defocus (0.00 Dioptres; D), and with two different magnitudes of visual defocus ( 1.00 D and 2.00 D). Defocus was applied with lenses and visual function was assessed prior to each image evaluation. Observers evaluated the same cases on each occasion; this comprised of 50 abnormal cases containing 1e4 simulated nodules (5, 8, 10 and 12 mm spherical diameter, 100 HU) placed within a phantom, and 25 normal cases (images containing no nodules). Data was collected under the free-response paradigm and analysed using Rjafroc. A difference in nodule detection performance would be considered significant at p < 0.05.\ud \ud Results: All observers had acceptable visual function prior to beginning the nodule detection task. Visual acuity was reduced to an unacceptable level for two observers when defocussed to 1.00 D and for one observer when defocussed to 2.00 D. Stereoacuity was unacceptable for one observer when defocussed to 2.00 D. Despite unsatisfactory visual function in the presence of defocus we were unable to find a statistically significant difference in nodule detection performance (F(2,4) 1⁄4 3.55, p 1⁄4 0.130).\ud \ud Conclusion: A method to assess visual function and observer performance is proposed. In this pilot evaluation we were unable to detect any difference in nodule detection performance when using lenses to reduce visual function.
- Subjects :
- Adult
Nodule detection
Visual acuity
genetic structures
Computer science
Visual function
Visual Acuity
Imaging phantom
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Observer performance
Radiologists
medicine
Humans
Radiology, Nuclear Medicine and imaging
Computer vision
Observer Variation
Phantoms, Imaging
business.industry
Significant difference
Solitary Pulmonary Nodule
Observer (special relativity)
Middle Aged
eye diseases
Stereoscopic acuity
JAFROC
030220 oncology & carcinogenesis
Clinical Competence
Artificial intelligence
medicine.symptom
business
Subjects
Details
- ISSN :
- 10788174
- Volume :
- 23
- Database :
- OpenAIRE
- Journal :
- Radiography
- Accession number :
- edsair.doi.dedup.....662e5014142cbc52cfc7fa596fe4a55a
- Full Text :
- https://doi.org/10.1016/j.radi.2016.07.002