Computer-aided detection of lung nodules from CT imaging

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Title

Computer-aided detection of lung nodules from CT imaging

Subject

Ciencias médicas

Description

Over the course of this PhD, deep learning methods for medical image analysis emerged, and rapidly outperformed alternative approaches in the CAD domain. I therefore investigated how to increase the accuracy of the false positive reduction by training a convolutional neural network using the candidates provided by my detector, and obtained a substantial increase in accuracy. Combining the predictions based on learnt features with those from hand-crafted features, improved the results even further.

Creator

Sóñora Mengana, Alexander

Source

Comisión Nacional de Grados Científicos

Publisher

Universidad de Oriente

Date

enero, 2020

Contributor

Jef Vandemeulebroucke (supervisor)
Juan Carlos García Naranjo (supervisor)
Bart Jansen (supervisor)

Rights

Creative commons

Format

PDF

Language

Inglés

Identifier

filekey:7202012100110

Coverage

La Habana

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