Mr. Panagiotis Gonidakis Profile

Panagiotis Gonidakis

at ETRO- VUB - imec

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Publications (2)

Proceedings Article | 16 March 2020 Paper

Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework

Alexander Sóñora-Mengan, Panagiotis Gonidakis, Bart Jansen, Juan Garcı́a-Naranjo, Jef Vandemeulebroucke

Proceedings Volume 11314, 113143T (2020) https://doi.org/10.1117/12.2549778

KEYWORDS: Lung, Feature extraction, Lung cancer, Computer aided diagnosis and therapy, Computed tomography, CAD systems, Computing systems

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Proceedings Article | 16 March 2020 Paper

Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification

Panagiotis Gonidakis, Bart Jansen, Jef Vandemeulebroucke

Proceedings Volume 11314, 113142F (2020) https://doi.org/10.1117/12.2549810

KEYWORDS: Lung, Data modeling, Medical imaging, Performance modeling, 3D modeling, Computing systems, Computed tomography, Convolutional neural networks

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