Computer-based self-training for CT colonography with and without CAD

Lapo Sali, Silvia Delsanto, Daniela Sacchetto, Loredana Correale, Massimo Falchini, Andrea Ferraris, Giovanni Gandini, Giulia Grazzini, Franco Iafrate, Gabriella Iussich, Lia Morra, Andrea Laghi, Mario Mascalchi, Daniele Regge

Research output: Contribution to journalArticle

Abstract

Objectives: To determine whether (1) computer-based self-training for CT colonography (CTC) improves interpretation performance of novice readers; (2) computer-aided detection (CAD) use during training affects learning. Methods: Institutional review board approval and patients’ informed consent were obtained for all cases included in this study. Twenty readers (17 radiology residents, 3 radiologists) with no experience in CTC interpretation were recruited in three centres. After an introductory course, readers performed a baseline assessment test (37 cases) using CAD as second reader. Then they were randomized (1:1) to perform either a computer-based self-training (150 cases verified at colonoscopy) with CAD as second reader or the same training without CAD. The same assessment test was repeated after completion of the training programs. Main outcome was per lesion sensitivity (≥ 6 mm). A generalized estimating equation model was applied to evaluate readers’ performance and the impact of CAD use during training. Results: After training, there was a significant improvement in average per lesion sensitivity in the unassisted phase, from 74% (356/480) to 83% (396/480) (p < 0.001), and in the CAD-assisted phase, from 83% (399/480) to 87% (417/480) (p = 0.021), but not in average per patient sensitivity, from 93% (390/420) to 94% (395/420) (p = 0.41), and specificity, from 81% (260/320) to 86% (276/320) (p = 0.15). No significant effect of CAD use during training was observed on per patient sensitivity and specificity, nor on per lesion sensitivity. Conclusions: A computer-based self-training program for CTC improves readers’ per lesion sensitivity. CAD as second reader does not have a significant impact on learning if used during training. Key Points: • Computer-based self-training for CT colonography improves per lesion sensitivity of novice readers. • Self-training program does not increase per patient specificity of novice readers. • CAD used during training does not have significant impact on learning.

Original languageEnglish
Pages (from-to)4783-4791
Number of pages9
JournalEuropean Radiology
Volume28
Issue number11
DOIs
Publication statusPublished - Nov 1 2018

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Keywords

  • CT colonography
  • Education
  • Learning
  • Virtual colonoscopy

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

Cite this

Sali, L., Delsanto, S., Sacchetto, D., Correale, L., Falchini, M., Ferraris, A., Gandini, G., Grazzini, G., Iafrate, F., Iussich, G., Morra, L., Laghi, A., Mascalchi, M., & Regge, D. (2018). Computer-based self-training for CT colonography with and without CAD. European Radiology, 28(11), 4783-4791. https://doi.org/10.1007/s00330-018-5480-5