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Picture for Giancarlo Mauri

Giancarlo Mauri

Università degli Studi di Milano-Bicocca

Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection


May 31, 2019
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi

* 9 pages, 7 figures, submitted to IEEE ACCESS 

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USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets


Apr 17, 2019
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga

* 44 pages, 6 figures, co-first authors: Leonardo Rundo and Changhee Han, submitted to Neurocomputing with the first submission: July 31, 2018 and revised version R1 submission (current version): April 15, 2019 

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CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study


Mar 29, 2019
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri

* 12 pages, 3 figures, Accepted to Neural Approaches to Dynamics of Signal Exchanges as a Springer book chapter 

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Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection


Mar 29, 2019
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi

* 13 pages, 6 figures, Accepted to Neural Approaches to Dynamics of Signal Exchanges as a Springer book chapter 

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Parallel Implementation of Efficient Search Schemes for the Inference of Cancer Progression Models


Mar 08, 2017
Daniele Ramazzotti, Marco S. Nobile, Paolo Cazzaniga, Giancarlo Mauri, Marco Antoniotti


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A Hybrid Monte Carlo Ant Colony Optimization Approach for Protein Structure Prediction in the HP Model


Sep 30, 2013
Andrea G. Citrolo, Giancarlo Mauri

* EPTCS 130, 2013, pp. 61-69 
* In Proceedings Wivace 2013, arXiv:1309.7122 

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Proceedings Wivace 2013 - Italian Workshop on Artificial Life and Evolutionary Computation


Sep 27, 2013
Alex Graudenzi, Giulio Caravagna, Giancarlo Mauri, Marco Antoniotti

* EPTCS 130, 2013 

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