Marco Bertolini

26 papers A* 1B 1Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Exact Solutions to the Quantum Schrödinger Bridge Problem. CoRR Mykola Bordyuh, Djork-Arné Clevert, Marco Bertolini
2025	J	`jnl`	Generative Modeling on Lie Groups via Euclidean Generalized Score Matching. CoRR Marco Bertolini, Tuan Le, Djork-Arné Clevert
2024	—	`conf`	Enhancing Interpretability in Molecular Property Prediction with Contextual Explanations of Molecular Graphical Depictions. AIDD@ICANN Marco Bertolini, Linlin Zhao, Floriane Montanari, Djork-Arné Clevert
2024	J	`jnl`	Using MRI Texture Analysis Machine Learning Models to Assess Graft Interstitial Fibrosis and Tubular Atrophy in Patients with Transplanted Kidneys. Inf. Valeria Trojani, Filippo Monelli, Giulia Besutti, Marco Bertolini, Laura Verzellesi, Roberto Sghedoni, Mauro Iori, Guido Ligabue, Pierpaolo Pattacini, Paolo Giorgi-Rossi, Marta Ottone, Alessia Piccinini, Gaetano Alfano, Gabriele Donati, Francesco Fontana
2023	—	`conf`	Explaining, Evaluating and Enhancing Neural Networks' Learned Representations. ICANN (5) Marco Bertolini, Djork-Arné Clevert, Floriane Montanari
2023	J	`jnl`	From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology. CoRR Marco Bertolini, Van-Khoa Le, Jake Pencharz, Andreas Poehlmann, Djork-Arné Clevert, Santiago Villalba, Floriane Montanari
2023	J	`jnl`	Workload Balancing in Emergency Night Shifts for a Multicenter Diagnostic Imaging Department: a RIS-Integrated Solution. J. Imaging Inform. Medicine Andrea Nitrosi, Pierpaolo Pattacini, Marco Bertolini, Valeria Trojani, Roberto Sghedoni, L. Spaggiari, M. Zanichelli, G. Besutti, Pietro Notari, L. Canovi, M. Colli, Mauro Iori
2022	J	`jnl`	Explaining, Evaluating and Enhancing Neural Networks' Learned Representations. CoRR Marco Bertolini, Djork-Arné Clevert, Floriane Montanari
2022	A*	`conf`	Unsupervised Learning of Group Invariant and Equivariant Representations. NeurIPS Robin Winter, Marco Bertolini, Tuan Le, Frank Noé, Djork-Arné Clevert
2022	J	`jnl`	Unsupervised Learning of Group Invariant and Equivariant Representations. CoRR Robin Winter, Marco Bertolini, Tuan Le, Frank Noé, Djork-Arné Clevert
2021	—	`conf`	Parameterized Hypercomplex Graph Neural Networks for Graph Classification. ICANN (3) Tuan Le, Marco Bertolini, Frank Noé, Djork-Arné Clevert
2021	J	`jnl`	Parameterized Hypercomplex Graph Neural Networks for Graph Classification. CoRR Tuan Le, Marco Bertolini, Frank Noé, Djork-Arné Clevert
2020	J	`jnl`	Simple self-optimization of WDM networks based on probabilistic constellation shaping [Invited]. JOCN 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
2020	J	`jnl`	Texture analysis and multiple-instance learning for the classification of malignant lymphomas. Comput. Methods Programs Biomed. 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
2019	—	`conf`	Application of Probabilistic Constellation Shaping and Gaussian Model for Network Self-Optimization. OFC Marco Bertolini, Bruno Lavigne, Thierry Zami, Yuan-Hua Claire Kao, Oriol Bertran-Pardo
2019	J	`jnl`	How 64 GBaud Optical Carriers Maximize the Capacity in Core Elastic WDM Networks With Fewer Transponders per Gb/s. JOCN Thierry Zami, Bruno Lavigne, Marco Bertolini
2018	—	`conf`	Influence of the Maturity of Technology on the Benefit of 75 GHz-spaced 64 GBaud Channels in WDM Elastic Networks. OFC Thierry Zami, Bruno Lavigne, Marco Bertolini
2015	J	`jnl`	400 Gb/s Real-Time Trial Using Rate-Adaptive Transponders for Next-Generation Flexible-Grid Networks [Invited]. JOCN Annachiara Pagano, Emilio Riccardi, Marco Bertolini, Vitaliano Farelli, Tony Van De Velde
2014	—	`conf`	1.4Tb real-time alien superchannel transport demonstration over 410km installed fiber link using software reconfigurable DP-16QAM/QPSK. OFC 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
2014	—	`conf`	400Gb/s real-time trial using rate-adaptive transponders for next generation flexible-grid networks. OFC Annachiara Pagano, Emilio Riccardi, Marco Bertolini, Vitaliano Farelli, Tony Van De Velde
2014	J	`jnl`	Patient Dose Management Solution Directly Integrated in the RIS: "Gray Detector" Software. J. Digit. Imaging Andrea Nitrosi, A. Corazza, Marco Bertolini, Roberto Sghedoni, Pierpaolo Pattacini, Mauro Iori
2013	J	`jnl`	Efficiency and Effectiveness of an Innovative RIS Function for Patient Information Reconciliation Directly Integrated with PACS. J. Digit. Imaging Andrea Nitrosi, Marco Bertolini, Pietro Notari, Andrea Botti, Vladimiro Ginocchi, Giulio Tondelli, Mauro Iori, Pierpaolo Pattacini
2011	J	`jnl`	Contrast Detail Phantom Comparison on a Commercially Available Unit. Digital Breast Tomosynthesis (DBT) versus Full-Field Digital Mammography (FFDM). J. Digit. Imaging Marco Bertolini, Andrea Nitrosi, Giovanni Borasi, Andrea Botti, Davide Tassoni, Roberto Sghedoni, Giulio Zuccoli
2009	J	`jnl`	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 Andrea Nitrosi, Marco Bertolini, Giovanni Borasi, Andrea Botti, Adriana Barani, Stefano Rivetti, Luisa Pierotti
2009	B	`conf`	Insertion of 100Gb/s Coherent PDM-QPSK Channels over Legacy Optical Networks Relying on Low Chromatic Dispersion Fibres. GLOBECOM Oriol Bertran-Pardo, Jeremie Renaudier, Gabriel Charlet, Patrice Tran, Haïk Mardoyan, Massimiliano Salsi, Marco Bertolini, Sébastien Bigo
2007	J	`jnl`	A Filmless Radiology Department in a Full Digital Regional Hospital: Quantitative Evaluation of the Increased Quality and Efficiency. J. Digit. Imaging Andrea Nitrosi, Giovanni Borasi, Franco Nicoli, Gino Modigliani, Andrea Botti, Marco Bertolini, Pietro Notari