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Researcher
Panagiotis Gonidakis
- Keywords:Electronics and electrical engineering
- Disciplines:Agricultural, veterinary and food sciences, Medical and health sciences, Humanities and the arts
Affiliations
- Multidimensional signal processing and communication (Research group)
Member
From12 Apr 2021 → Today - Faculty of Engineering (Faculty)
Member
From21 Nov 2017 → Today - Electronics and Informatics (Department)
Member
From1 Dec 2023 → Today - Electronics and Informatics (Department)
Member
From1 Dec 2021 → 30 Nov 2023 - Electronics and Informatics (Department)
Member
From8 Apr 2019 → 30 Nov 2021 - Electronics and Informatics (Department)
Member
From1 May 2016 → 20 Oct 2022
Publications
1 - 4 of 4
- Handcrafted features can boost performance and data-efficiency for deep detection of lung nodules from CT imaging(2023)
Authors: Panagiotis Gonidakis, Alexander Sóñora Mengana, Bart Jansen, Jef Vandemeulebroucke
Pages: 126221-126231 - Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging(2020)
Authors: Abel Diaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Perez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastian Amador Sanchez, Redona Brahimetaj, et al.
- Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification(2020)Series: Progress in Biomedical Optics and Imaging - Proceedings of SPIEVolume: 11314
Authors: Panagiotis Gonidakis, Bart Jansen, Jef Vandemeulebroucke
Pages: 113142F1-113142F6Number of pages: 6 - Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework(2020)Series: MEDICAL IMAGING 2020: COMPUTER-AIDED DIAGNOSISVolume: 11314
Authors: Alexander Sóñora Mengana, Panagiotis Gonidakis, Bart Jansen, Juan Carlos Garcia Naranjo, Jef Vandemeulebroucke
Pages: 113143T1-7Number of pages: 7