Computer-Aided Detection of COPD Using Digital Chest Radiographs

Nikházy, László; Horväth, Gábor; Horváth, Ágnes; Müller, Veronika

doi:10.1007/978-3-642-13039-7_63

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2015

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“…Nikhazy, Horvath [17] have applied SVM and Multi-Layer Perceptron (MLP) with different parameters for COPD detection. Best accuracy values were received for SVM (RBFK) -78% -and for MLP with two hidden layers (8 and 6 neurons) -76%.…”

Section: Classificationmentioning

confidence: 99%

Advanced approaches to computer-aided detection of thoracic diseases on chest X-rays

Zakirov¹,

Kuleev²,

Vladimirov³

2015

ams

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The research focus of the current paper are modern algorithms for solving the problem of automatic diagnostic of thorax diseases based on X-ray images. Special attention was paid to image preprocessing, classification together with calculation of features and their comparison in terms of efficiency. Approaches mentioned in this paper are used for development of new algorithm for automatic diagnostic of medical images.

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Section: Classificationmentioning

confidence: 99%