Computer-aided detection of lung nodules from CT imaging
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.
Sóñora Mengana, Alexander
Comisión Nacional de Grados Científicos
Universidad de Oriente
Jef Vandemeulebroucke (supervisor)
Juan Carlos García Naranjo (supervisor)
Bart Jansen (supervisor)
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