Leonardo RUNDO | Publications

218806Semantic learning machine improves the CNN-based detection of prostate cancer in non-contrast-enhanced MRI

	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
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218802HaraliCU: GPU-powered Haralick feature extraction on medical images exploiting the full dynamics of gray-scale levels

	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
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218811Learning more with less: Conditional PGGAN-based data augmentation for brain metastases detection using highly-rough annotation on MR images

	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
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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
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218816Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: A study with the semantic learning machine

	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
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218814High performance computing for haplotyping: Models and platforms

	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
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218820Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection

	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
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