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Development and evaluation of a computer-aided diagnostic scheme for lung nodule detection in chest radiographs by means of two-stage nodule enhancement with support vector classification

Purpose: To develop a computer-aided detection (CADe) scheme for nodules in chest radiographs (CXRs) with a high sensitivity and a low false-positive (FP) rate. Methods: The authors developed a CADe scheme consisting of five major steps, which were developed for improving the overall performance of...

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Bibliografiske detaljer
Main Authors: Chen, Sheng, Suzuki, Kenji, MacMahon, Heber
Format: Artigo
Sprog:Inglês
Udgivet: American Association of Physicists in Medicine 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3069992/
https://ncbi.nlm.nih.gov/pubmed/21626918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.3561504
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