Lung nodule detection in low-dose and high-resolution CT scans

Details Lung nodule detection in low-dose and high-resolution CT scans Lung nodule detection in low-dose and high-resolution CT scans

2007-01-22

arxiv.org/abs/physics/0701245v1

Volume XL. Frontier Science 2005 - New Frontiers in Subnuclear Physics. Eds. A. Pullia and M. Paganoni.

Physics

Medical Physics

4 pages, 1 figure; Proceedings of the Frontier Science 2005, 4th International Conference on Frontier Science, 12-17 September

Scientific paper

We are developing a computer-aided detection (CAD) system for the identification of small pulmonary nodules in screening CT scans. The main modules of our system, i.e. a dot-enhancement filter for nodule candidate selection and a neural classifier for false positive finding reduction, are described. The preliminary results obtained on the so-far collected database of lung CT are discussed.

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