Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database.

Colin JacobsEva M van RikxoortKeelin MurphyMathias ProkopCornelia M Schaefer-ProkopBram van Ginneken

Published in: European radiology (2015)

• CAD systems should be validated on public, heterogeneous databases. • The LIDC/IDRI database is an excellent database for benchmarking nodule CAD. • CAD can identify the majority of pulmonary nodules at a low false positive rate. • CAD can identify nodules missed by an extensive two-stage annotation process.

Keyphrases

coronary artery disease
adverse drug
pulmonary hypertension
healthcare
mental health
emergency department
big data
label free
quantum dots
drug induced