Improved efficiency of CT interpretation using an automated lung nodule matching program

Chi Wan Koo, Vikram Anand, Francis Girvin, Maj L. Wickstrom, John P. Fantauzzi, Luca Bogoni, James S. Babb, Jane P. Ko

Research output: Contribution to journalArticlepeer-review

9 Scopus citations


OBJECTIVE. The purpose of this study was to assess the impact of an automated program on improvement in lung nodule matching efficiency. MATERIALS AND METHODS. Four thoracic radiologists independently reviewed two serial chest CT examinations from each of 57 patients. Each radiologist performed timed manual lung nodule matching. After 6 weeks, all radiologists independently repeated the timed matching portion using an automated nodule matching program. The time required for manual and automated matching was compared. The impact of nodule size and number on matching efficiency was determined. RESULTS. An average of 325 (range, 244-413) noncalcified solid pulmonary nodules was identified. Nodule matching was significantly faster with the automated program irrespective of the interpreting radiologist (p < 0.0001 for each). The maximal time saved with automated matching was 11.4 minutes (mean, 2.3 ± 2.0 minutes). Matching was faster in 56 of 57 cases (98.2%) for three readers and in 46 of 57 cases (80.7%) for one reader. There were no differences among readers with respect to the mean time saved per matched nodule (p > 0.5). The automated program achieved 90%, 90%, 79%, and 92% accuracy for the four readers. The improvement in efficiency for a given patient using the automated technique was proportional to the number of matched nodules (p < 0.0001) and inversely proportional to nodule size (p < 0.05). CONCLUSION. Use of the automated lung nodule matching program significantly improves diagnostic efficiency. The time saved is proportionate to the number of nodules identified and inversely proportional to nodule size. Adoption of such a program should expedite CT examination interpretation and improve report turnaround time.

Original languageEnglish (US)
Pages (from-to)91-95
Number of pages5
JournalAmerican Journal of Roentgenology
Issue number1
StatePublished - Jul 1 2012


  • Automated
  • CT
  • Efficiency
  • Nodule matching

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging


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