Leonardo RUNDO | Publications
Leonardo RUNDO Publications
256435Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach
| 2022 | |
| Contributo in Atti di convegno | |
| Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach. In: Proceedings - International Conference on Pattern Recognition Institute of Electrical and Electronics Engineers Inc. Vol.2022, Pag.4343-4349 ISBN:978-1-6654-9062-7 | |
| 26th International Conference on Pattern Recognition, ICPR 2022 Palais des Congres de Montreal, Canada 21-25 Agosto 2022 | |
| Percannella, G.; Petruzzello, U.; Ritrovato, P.; Rundo, L.; Tortorella, F.; Vento, M. | |
| Digital Object Identifier (DOI): 10.1109/ICPR56361.2022.9956212 Codice identificativo ISI: WOS:000897707604049 Codice identificativo SCOPUS: 2-s2.0-85143609021 | |
| Show it in Product Database (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Focal Attention Networks: Optimising Attention for Biomedical Image Segmentation. In: Proceedings - International Symposium on Biomedical Imaging 345 E 47TH ST, NEW YORK, NY 10017 USA IEEE Computer Society Vol.2022, Pag.1-5 ISBN:978-1-6654-2923-8 | |
| 19th IEEE International Symposium on Biomedical Imaging, ISBI 2022 Kolkata, India 28-31 Marzo 2022 | |
| Yeung, M.; Rundo, L.; Sala, E.; Schonlieb, C. -B.; Yang, G. | |
| Digital Object Identifier (DOI): 10.1109/ISBI52829.2022.9761414 Codice identificativo ISI: WOS:000836243800015 Codice identificativo SCOPUS: 2-s2.0-85129623014 | |
| Show it in Product Database (IRIS) |
| 2022 | |
| Contributo in Atti di convegno | |
| Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter?. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Science and Business Media Deutschland GmbH Vol.13231, Pag.15-26 ISBN:978-3-031-06426-5; 978-3-031-06427-2 | |
| 21st International Conference on Image Analysis and Processing, ICIAP 2022 ita 2022 | |
| Greco, A.; Rundo, L.; Saggese, A.; Vento, M.; Vicinanza, A. | |
| Digital Object Identifier (DOI): 10.1007/978-3-031-06427-2_2 Codice identificativo ISI: WOS:000870304100002 Codice identificativo SCOPUS: 2-s2.0-85130907418 | |
| Show it in Product Database (IRIS) |
| 2020 | |
| Contributo in Atti di convegno | |
| GAN-based multiple adjacent brain MRI slice reconstruction for unsupervised alzheimer’s disease diagnosis. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Science and Business Media Deutschland GmbH Vol.12313, Pag.44-54 ISBN:978-3-030-63060-7; 978-3-030-63061-4 | |
| 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 ita 2019 | |
| Han, C.; Rundo, L.; Murao, K.; Milacski, Z. A.; Umemoto, K.; Sala, E.; Nakayama, H.; Satoh, S. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-63061-4_5 Codice identificativo SCOPUS: 2-s2.0-85098281540 | |
| Show it in Product Database (IRIS) |
| 2020 | |
| Contributo in Atti di convegno | |
| Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems. In: IFIP Advances in Information and Communication Technology Springer Vol.584, Pag.320-333 ISBN:978-3-030-49185-7; 978-3-030-49186-4 | |
| 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020 grc 2020 | |
| Han, C.; Rundo, L.; Murao, K.; Nemoto, T.; Nakayama, H. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-49186-4_27 Codice identificativo SCOPUS: 2-s2.0-85086181260 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| HaraliCU: GPU-powered Haralick feature extraction on medical images exploiting the full dynamics of gray-scale levels. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.11657, Pag.304-318 ISBN:978-3-030-25635-7; 978-3-030-25636-4 | |
| 15th International Conference on Parallel Computing Technologies, PaCT 2019 kaz 2019 | |
| Rundo, L.; Tangherloni, A.; Galimberti, S.; Cazzaniga, P.; Woitek, R.; Sala, E.; Nobile, M. S.; Mauri, G. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-25636-4_24 Codice identificativo SCOPUS: 2-s2.0-85070614851 | |
| Show it in Product Database (IRIS) |
218819Estimation of kinetic reaction constants: exploiting reboot strategies to improve PSO’s performance
| 2019 | |
| Contributo in Atti di convegno | |
| Estimation of kinetic reaction constants: exploiting reboot strategies to improve PSO’s performance. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.10834, Pag.92-102 ISBN:978-3-030-14159-2; 978-3-030-14160-8 | |
| 14th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2017 ita 2017 | |
| Spolaor, S.; Tangherloni, A.; Rundo, L.; Cazzaniga, P.; Nobile, M. S. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-14160-8_10 Codice identificativo SCOPUS: 2-s2.0-85063043461 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Learning more with less: Conditional PGGAN-based data augmentation for brain metastases detection using highly-rough annotation on MR images. In: International Conference on Information and Knowledge Management, Proceedings Association for Computing Machinery Pag.119-127 ISBN:9781450369763 | |
| 28th ACM International Conference on Information and Knowledge Management, CIKM 2019 chn 2019 | |
| Han, C.; Murao, K.; Rundo, L.; Noguchi, T.; Kawata, Y.; Uchiyama, F.; Nakayama, H.; Satoh, S. | |
| Digital Object Identifier (DOI): 10.1145/3357384.3357890 Codice identificativo ISI: WOS:000539898200016 Codice identificativo SCOPUS: 2-s2.0-85074996751 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection. In: Proceedings - 2019 International Conference on 3D Vision, 3DV 2019 Institute of Electrical and Electronics Engineers Inc. Pag.729-737 ISBN:978-1-7281-3131-3 | |
| 7th International Conference on 3D Vision, 3DV 2019 can 2019 | |
| Han, C.; Kitamura, Y.; Kudo, A.; Ichinose, A.; Rundo, L.; Furukawa, Y.; Umemoto, K.; Li, Y.; Nakayama, H. | |
| Digital Object Identifier (DOI): 10.1109/3DV.2019.00085 Codice identificativo ISI: WOS:000618059700076 Codice identificativo SCOPUS: 2-s2.0-85075007744 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Semantic learning machine improves the CNN-based detection of prostate cancer in non-contrast-enhanced MRI. In: GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion Association for Computing Machinery, Inc Pag.1837-1845 ISBN:9781450367486 | |
| 2019 Genetic and Evolutionary Computation Conference, GECCO 2019 cze 2019 | |
| Lapa, P.; Rundo, L.; Goncalves, I.; Castelli, M. | |
| Digital Object Identifier (DOI): 10.1145/3319619.3326864 Codice identificativo ISI: WOS:000538328100315 Codice identificativo SCOPUS: 2-s2.0-85070622081 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: A study with the semantic learning machine. In: GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion Association for Computing Machinery, Inc Pag.381-382 ISBN:9781450367486 | |
| 2019 Genetic and Evolutionary Computation Conference, GECCO 2019 cze 2019 | |
| Lapa, P.; Rundo, L.; Goncalves, I.; Castelli, M. | |
| Digital Object Identifier (DOI): 10.1145/3319619.3322035 Codice identificativo ISI: WOS:000538328100190 Codice identificativo SCOPUS: 2-s2.0-85066949538 | |
| Show it in Product Database (IRIS) |
| 2019 | |
| Contributo in Atti di convegno | |
| High performance computing for haplotyping: Models and platforms. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Verlag Vol.11339, Pag.650-661 ISBN:978-3-030-10548-8; 978-3-030-10549-5 | |
| 24th International Conference on Parallel and Distributed Computing, Euro-Par 2018 ita 2018 | |
| Tangherloni, A.; Rundo, L.; Spolaor, S.; Nobile, M. S.; Merelli, I.; Besozzi, D.; Mauri, G.; Cazzaniga, P.; Lio, P. | |
| Digital Object Identifier (DOI): 10.1007/978-3-030-10549-5_51 Codice identificativo ISI: WOS:000529303200051 Codice identificativo SCOPUS: 2-s2.0-85061719471 | |
| Show it in Product Database (IRIS) |
| 2018 | |
| Contributo in Atti di convegno | |
| GAN-based synthetic brain MR image generation. In: Proceedings - International Symposium on Biomedical Imaging IEEE Computer Society Vol.2018-, Pag.734-738 ISBN:978-1-5386-3636-7 | |
| 15th IEEE International Symposium on Biomedical Imaging, ISBI 2018 usa 2018 | |
| Han, C.; Hayashi, H.; Rundo, L.; Araki, R.; Shimoda, W.; Muramatsu, S.; Furukawa, Y.; Mauri, G.; Nakayama, H. | |
| Digital Object Identifier (DOI): 10.1109/ISBI.2018.8363678 Codice identificativo ISI: WOS:000455045600167 Codice identificativo SCOPUS: 2-s2.0-85048087985 | |
| Show it in Product Database (IRIS) |
| 2018 | |
| Contributo in Atti di convegno | |
| Computational Intelligence for Parameter Estimation of Biochemical Systems. In: 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.1-8 ISBN:978-1-5090-6017-7 | |
| 2018 IEEE Congress on Evolutionary Computation, CEC 2018 bra 2018 | |
| Nobile, M. S.; Tangherloni, A.; Rundo, L.; Spolaor, S.; Besozzi, D.; Mauri, G.; Cazzaniga, P. | |
| Digital Object Identifier (DOI): 10.1109/CEC.2018.8477873 Codice identificativo ISI: WOS:000451175500120 Codice identificativo SCOPUS: 2-s2.0-85056275900 | |
| Show it in Product Database (IRIS) |
| 2018 | |
| Contributo in Atti di convegno | |
| GPU-Powered Multi-Swarm Parameter Estimation of Biological Systems: A Master-Slave Approach. In: Proceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018 Institute of Electrical and Electronics Engineers Inc. Pag.698-705 ISBN:978-1-5386-4975-6 | |
| 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018 gbr 2018 | |
| Tangherloni, A.; Rundo, L.; Spolaor, S.; Cazzaniga, P.; Nobile, M. S. | |
| Digital Object Identifier (DOI): 10.1109/PDP2018.2018.00115 Codice identificativo ISI: WOS:000443807600106 Codice identificativo SCOPUS: 2-s2.0-85048738597 | |
| Show it in Product Database (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Proactive Particles in Swarm Optimization: A settings-free algorithm for real-parameter single objective optimization problems. In: 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings Institute of Electrical and Electronics Engineers Inc. Pag.1940-1946 ISBN:978-1-5090-4601-0 | |
| 2017 IEEE Congress on Evolutionary Computation, CEC 2017 esp 2017 | |
| Tangherloni, A.; Rundo, L.; Nobile, M. S. | |
| Digital Object Identifier (DOI): 10.1109/CEC.2017.7969538 Codice identificativo ISI: WOS:000426929700251 Codice identificativo SCOPUS: 2-s2.0-85027877559 | |
| Show it in Product Database (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Reboot strategies in particle swarm optimization and their impact on parameter estimation of biochemical systems. In: 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017 Institute of Electrical and Electronics Engineers Inc. Pag.1-8 ISBN:978-1-4673-8988-4 | |
| 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017 gbr 2017 | |
| Spolaor, S.; Tangherloni, A.; Rundo, L.; Nobile, M. S.; Cazzaniga, P. | |
| Digital Object Identifier (DOI): 10.1109/CIBCB.2017.8058550 Codice identificativo ISI: WOS:000463852500031 Codice identificativo SCOPUS: 2-s2.0-85034635957 | |
| Show it in Product Database (IRIS) |
| 2017 | |
| Contributo in Atti di convegno | |
| Multimodal medical image registration using Particle Swarm Optimization: A review. In: 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016 Institute of Electrical and Electronics Engineers Inc. Pag.1-8 ISBN:978-1-5090-4240-1 | |
| 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016 grc 2016 | |
| Rundo, L.; Tangherloni, A.; Militello, C.; Gilardi, M. C.; Mauri, G. | |
| Digital Object Identifier (DOI): 10.1109/SSCI.2016.7850261 Codice identificativo ISI: WOS:000400488303033 Codice identificativo SCOPUS: 2-s2.0-85016088195 | |
| Show it in Product Database (IRIS) |
