Marco Bertolini

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Topics

Graph Classification

Diagnostic Imaging

Unsupervised Learning

Top Venues

Publications

Marco Bertolini, Van-Khoa Le, Jake Pencharz, Andreas Poehlmann, Djork-Arné Clevert, Santiago Villalba, Floriane Montanari
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology. CoRR (2023)
Andrea Nitrosi, Pierpaolo Pattacini, Marco Bertolini, Valeria Trojani, Roberto Sghedoni, L. Spaggiari, M. Zanichelli, G. Besutti, Pietro Notari, L. Canovi, M. Colli, Mauro Iori
Workload Balancing in Emergency Night Shifts for a Multicenter Diagnostic Imaging Department: a RIS-Integrated Solution. J. Imaging Inform. Medicine 36 (5) (2023)
Marco Bertolini, Djork-Arné Clevert, Floriane Montanari
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations. CoRR (2022)
Robin Winter, Marco Bertolini, Tuan Le, Frank Noé, Djork-Arné Clevert
Unsupervised Learning of Group Invariant and Equivariant Representations. CoRR (2022)
Robin Winter, Marco Bertolini, Tuan Le, Frank Noé, Djork-Arné Clevert
Unsupervised Learning of Group Invariant and Equivariant Representations. NeurIPS (2022)
Tuan Le, Marco Bertolini, Frank Noé, Djork-Arné Clevert
Parameterized Hypercomplex Graph Neural Networks for Graph Classification. ICANN (3) (2021)
Tuan Le, Marco Bertolini, Frank Noé, Djork-Arné Clevert
Parameterized Hypercomplex Graph Neural Networks for Graph Classification. CoRR (2021)
Marco Lippi, Stefania Gianotti, Angelo Fama, Massimiliano Casali, Elisa Barbolini, Angela Ferrari, Federica Fioroni, Mauro Iori, Stefano Luminari, Massimo Menga, Francesco Merli, Valeria Trojani, Annibale Versari, Magda Zanelli, Marco Bertolini
Texture analysis and multiple-instance learning for the classification of malignant lymphomas. Comput. Methods Programs Biomed. 185 (2020)
Thierry Zami, Bruno Lavigne, Ivan Fernandez de Jauregui Ruiz, Marco Bertolini, Yuan-Hua Claire Kao, Oriol Bertran-Pardo, Mathieu Lefrançois, Florian Pulka, Sethumadhavan Chandrasekhar, Junho Cho, Xi Chen, Di Che, Ellsworth Burrows, Peter Winzer, Jelena Pesic, Nicola Rossi
Simple self-optimization of WDM networks based on probabilistic constellation shaping [Invited]. JOCN 12 (1) (2020)
Marco Bertolini, Bruno Lavigne, Thierry Zami, Yuan-Hua Claire Kao, Oriol Bertran-Pardo
Application of Probabilistic Constellation Shaping and Gaussian Model for Network Self-Optimization. OFC (2019)
Thierry Zami, Bruno Lavigne, Marco Bertolini
How 64 GBaud Optical Carriers Maximize the Capacity in Core Elastic WDM Networks With Fewer Transponders per Gb/s. JOCN 11 (1) (2019)
Thierry Zami, Bruno Lavigne, Marco Bertolini
Influence of the Maturity of Technology on the Benefit of 75 GHz-spaced 64 GBaud Channels in WDM Elastic Networks. OFC (2018)
Annachiara Pagano, Emilio Riccardi, Marco Bertolini, Vitaliano Farelli, Tony Van De Velde
400 Gb/s Real-Time Trial Using Rate-Adaptive Transponders for Next-Generation Flexible-Grid Networks [Invited]. JOCN 7 (1) (2015)
Yu Rong Zhou, Kevin Smith, Roger Payne, Andrew Lord, Lutz Raddatz, Marco Bertolini, Tony Van De Velde, Claudio Colombo, Eyup Korkmaz, Michele Fontana, Steve Evans
1.4Tb real-time alien superchannel transport demonstration over 410km installed fiber link using software reconfigurable DP-16QAM/QPSK. OFC (2014)
Annachiara Pagano, Emilio Riccardi, Marco Bertolini, Vitaliano Farelli, Tony Van De Velde
400Gb/s real-time trial using rate-adaptive transponders for next generation flexible-grid networks. OFC (2014)
Andrea Nitrosi, A. Corazza, Marco Bertolini, Roberto Sghedoni, Pierpaolo Pattacini, Mauro Iori
Patient Dose Management Solution Directly Integrated in the RIS: "Gray Detector" Software. J. Digit. Imaging 27 (6) (2014)
Andrea Nitrosi, Marco Bertolini, Pietro Notari, Andrea Botti, Vladimiro Ginocchi, Giulio Tondelli, Mauro Iori, Pierpaolo Pattacini
Efficiency and Effectiveness of an Innovative RIS Function for Patient Information Reconciliation Directly Integrated with PACS. J. Digit. Imaging 26 (3) (2013)
Marco Bertolini, Andrea Nitrosi, Giovanni Borasi, Andrea Botti, Davide Tassoni, Roberto Sghedoni, Giulio Zuccoli
Contrast Detail Phantom Comparison on a Commercially Available Unit. Digital Breast Tomosynthesis (DBT) versus Full-Field Digital Mammography (FFDM). J. Digit. Imaging 24 (1) (2011)
Oriol Bertran-Pardo, Jeremie Renaudier, Gabriel Charlet, Patrice Tran, Haïk Mardoyan, Massimiliano Salsi, Marco Bertolini, Sébastien Bigo
Insertion of 100Gb/s Coherent PDM-QPSK Channels over Legacy Optical Networks Relying on Low Chromatic Dispersion Fibres. GLOBECOM (2009)
Andrea Nitrosi, Marco Bertolini, Giovanni Borasi, Andrea Botti, Adriana Barani, Stefano Rivetti, Luisa Pierotti
Application of QC_DR Software for Acceptance Testing and Routine Quality Control of Direct Digital Radiography Systems: Initial Experiences using the Italian Association of Physicist in Medicine Quality Control Protocol. J. Digit. Imaging 22 (6) (2009)
Andrea Nitrosi, Giovanni Borasi, Franco Nicoli, Gino Modigliani, Andrea Botti, Marco Bertolini, Pietro Notari
A Filmless Radiology Department in a Full Digital Regional Hospital: Quantitative Evaluation of the Increased Quality and Efficiency. J. Digit. Imaging 20 (2) (2007)