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Alberto Traverso
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2020 – today
- 2023
- [j5]Suraj Pai, Ibrahim Hadzic, Chinmay Rao, Ivan Zhovannik, Andre Dekker, Alberto Traverso, Stylianos Asteriadis, Enrique Hortal:
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation. Sensors 23(3): 1089 (2023) - [j4]Ye Zhang, Zhixiang Wang, Zhen Zhang, Junzhuo Liu, Ying Feng, Leonard Wee, Andre Dekker, Qiaosong Chen, Alberto Traverso:
GAN-based one dimensional medical data augmentation. Soft Comput. 27(15): 10481-10491 (2023) - 2022
- [j3]Junzhuo Liu, Zhixiang Wang, Ye Zhang, Alberto Traverso, Andre Dekker, Zhen Zhang, Qiaosong Chen:
CycleGAN Clinical Image Augmentation Based on Mask Self-Attention Mechanism. IEEE Access 10: 105942-105953 (2022) - [j2]Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Luca Mantelli, Vincenzo Alessandro Santamaria, Alberto Traverso:
Black-Box Modeling and Optimal Control of a Two-Phase Flow Using Level Set Methods. IEEE Trans. Control. Syst. Technol. 30(2): 520-534 (2022) - 2021
- [i2]Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Iñigo Bermejo:
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study. CoRR abs/2104.15050 (2021) - 2020
- [c9]Alberto Traverso, Ali Hosni-Abdalaty, Mohammad Hasan, Tony Tadic, Tirth Patel, Meredith Giuliani, John Kim, Jolie Ringash, John Cho, Scott V. Bratman, Andrew Bayley, John Waldron, Brian O'Sullivan, Jonathan C. Irish, Douglas Chepeha, John De Almeida, David Goldstein, David A. Jaffray, Leonard Wee, Andre Dekker, Andrew Hope:
Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113172C - [c8]Chinmay Rao, Suraj Pai, Ibrahim Hadzic, Ivan Zhovannik, Dennis Bontempi, Andre Dekker, Jonas Teuwen, Alberto Traverso:
Oropharyngeal Tumour Segmentation Using Ensemble 3D PET-CT Fusion Networks for the HECKTOR Challenge. HECKTOR@MICCAI 2020: 65-77
2010 – 2019
- 2019
- [c7]Alberto Traverso, Zhenwei Shi, Leonard Wee, Andre Dekker:
FAIR Quantitative Imaging in Oncology: how Semantic Web and Ontologies will support Reproducible Science. SWAT4HCLS 2019: 122-126 - [c6]Alberto Traverso, Martin Vallières, Johan van Soest, Leonard Wee, Olivier Morin, Andre Dekker:
Publishing Linked and FAIR-compliant Radiomics Data in Radiation Oncology via Ontologies and Semantic Web Techniques. SWAT4HCLS 2019: 143-144 - 2018
- [c5]Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Luca Mantelli, Vincenzo Alessandro Santamaria, Alberto Traverso:
Black-box Modeling and Optimal Control of a Two-Phase Flow by Using Navier-Stokes Equations and Level Set Methods. ACC 2018: 3429-3434 - 2017
- [j1]Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop:
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. Medical Image Anal. 42: 1-13 (2017) - [c4]Maria Evelina Fantacci, Alberto Traverso, Stefano Bagnasco, Christian Bracco, Delia Campanella, G. Chiara, Ernesto Lopez Torres, A. Manca, Daniele Regge, Marco Saletta, Michele Stasi, Sara Vallero, Lorenzo Vassallo, Piergiorgio Cerello:
A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies). BIOINFORMATICS 2017: 202-209 - 2016
- [c3]Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Alberto Traverso:
Further results on the optimal control of fronts generated by level set methods. ACC 2016: 5225-5230 - [c2]Alberto Traverso:
Development and Application in Clinical Routine of Computer-aided Diagnosis Systems for the Early Detection of Lung Cancer - State-of-Art and Future Challenges. EPS 2016 - [i1]Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs:
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR abs/1612.08012 (2016) - 2015
- [c1]Maria Evelina Fantacci, Stefano Bagnasco, Niccolò Camarlinghi, Elisa Fiorina, Ernesto Lopez Torres, F. Pennanzio, Cristiana Peroni, Alessandra Retico, Marco Saletta, Chiara Sottocornola, Alberto Traverso, Piergiorgio Cerello:
A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans. BIOINFORMATICS 2015: 213-218
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