Alberto Traverso

According to our database, Alberto Traverso authored at least 16 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GAN-based one dimensional medical data augmentation.

Ye Zhang, Zhixiang Wang, Zhen Zhang, Junzhuo Liu, Ying Feng, Leonard Wee, Andre Dekker, Qiaosong Chen, Alberto Traverso

Soft Comput., August, 2023

Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation.

Suraj Pai, Ibrahim Hadzic, Chinmay Rao, Ivan Zhovannik, Andre Dekker, Alberto Traverso, Stylianos Asteriadis, Enrique Hortal

Sensors, February, 2023

2022

Black-Box Modeling and Optimal Control of a Two-Phase Flow Using Level Set Methods.

Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Luca Mantelli, Vincenzo Alessandro Santamaria, Alberto Traverso

IEEE Trans. Control. Syst. Technol., 2022

CycleGAN Clinical Image Augmentation Based on Mask Self-Attention Mechanism.

Junzhuo Liu, Zhixiang Wang, Ye Zhang, Alberto Traverso, Andre Dekker, Zhen Zhang, Qiaosong Chen

IEEE Access, 2022

2021

Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study.

Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Iñigo Bermejo

CoRR, 2021

2020

Oropharyngeal Tumour Segmentation Using Ensemble 3D PET-CT Fusion Networks for the HECKTOR Challenge.

Chinmay Rao, Suraj Pai, Ibrahim Hadzic, Ivan Zhovannik, Dennis Bontempi, Andre Dekker, Jonas Teuwen, Alberto Traverso

Proceedings of the Head and Neck Tumor Segmentation - First Challenge, 2020

Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms.

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

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2019

Publishing Linked and FAIR-compliant Radiomics Data in Radiation Oncology via Ontologies and Semantic Web Techniques.

Alberto Traverso, Martin Vallières, Johan van Soest, Leonard Wee, Olivier Morin, Andre Dekker

Proceedings of the 12th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2019

FAIR Quantitative Imaging in Oncology: how Semantic Web and Ontologies will support Reproducible Science.

Alberto Traverso, Zhenwei Shi, Leonard Wee, Andre Dekker

Proceedings of the 12th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2019

2018

Black-box Modeling and Optimal Control of a Two-Phase Flow by Using Navier-Stokes Equations and Level Set Methods.

Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Luca Mantelli, Vincenzo Alessandro Santamaria, Alberto Traverso

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.

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

Medical Image Anal., 2017

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).

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

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge.

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

CoRR, 2016

Development and Application in Clinical Routine of Computer-aided Diagnosis Systems for the Early Detection of Lung Cancer - State-of-Art and Future Challenges.

Alberto Traverso

Proceedings of the European Project Space on Intelligent Technologies, 2016

Further results on the optimal control of fronts generated by level set methods.

Angelo Alessandri, Patrizia Bagnerini, Mauro Gaggero, Alberto Traverso

Proceedings of the 2016 American Control Conference, 2016

2015

A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans.

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

Proceedings of the BIOINFORMATICS 2015, 2015