BibTeX records: Santiago Silva 0001

download as .bib file

@phdthesis{DBLP:phd/hal/Rincon23,
  author       = {Santiago Silva},
  title        = {Federated learning of biomedical data in multicentric imaging studies.
                  (Apprentissage f{\'{e}}d{\'{e}}r{\'{e}} de donn{\'{e}}es
                  biom{\'{e}}dicales dans les {\'{e}}tudes d'imagerie multicentriques)},
  school       = {C{\^{o}}te d'Azur University, Nice, France},
  year         = {2023},
  url          = {https://tel.archives-ouvertes.fr/tel-04249209},
  timestamp    = {Thu, 14 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/hal/Rincon23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2304-12012,
  author       = {Francesco Cremonesi and
                  Marc Vesin and
                  Sergen Cansiz and
                  Yannick Bouillard and
                  Irene Balelli and
                  Lucia Innocenti and
                  Santiago Silva and
                  Samy{-}Safwan Ayed and
                  Riccardo Taiello and
                  Laetitia Kameni and
                  Richard Vidal and
                  Fanny Orlhac and
                  Christophe Nioche and
                  Nathan Lapel and
                  Bastien Houis and
                  Romain Modzelewski and
                  Olivier Humbert and
                  Melek {\"{O}}nen and
                  Marco Lorenzi},
  title        = {Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world
                  Healthcare Applications},
  journal      = {CoRR},
  volume       = {abs/2304.12012},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.12012},
  doi          = {10.48550/ARXIV.2304.12012},
  eprinttype    = {arXiv},
  eprint       = {2304.12012},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-12012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/TerrailACGHLMMM22,
  author       = {Jean Ogier du Terrail and
                  Samy{-}Safwan Ayed and
                  Edwige Cyffers and
                  Felix Grimberg and
                  Chaoyang He and
                  Regis Loeb and
                  Paul Mangold and
                  Tanguy Marchand and
                  Othmane Marfoq and
                  Erum Mushtaq and
                  Boris Muzellec and
                  Constantin Philippenko and
                  Santiago Silva and
                  Maria Telenczuk and
                  Shadi Albarqouni and
                  Salman Avestimehr and
                  Aur{\'{e}}lien Bellet and
                  Aymeric Dieuleveut and
                  Martin Jaggi and
                  Sai Praneeth Karimireddy and
                  Marco Lorenzi and
                  Giovanni Neglia and
                  Marc Tommasi and
                  Mathieu Andreux},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning
                  in Realistic Healthcare Settings},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datasets\_and\_Benchmarks.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/TerrailACGHLMMM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2204-07352,
  author       = {Irene Balelli and
                  Santiago Silva and
                  Marco Lorenzi},
  title        = {A Differentially Private Probabilistic Framework for Modeling the
                  Variability Across Federated Datasets of Heterogeneous Multi-View
                  Observations},
  journal      = {CoRR},
  volume       = {abs/2204.07352},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.07352},
  doi          = {10.48550/ARXIV.2204.07352},
  eprinttype    = {arXiv},
  eprint       = {2204.07352},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-07352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-04620,
  author       = {Jean Ogier du Terrail and
                  Samy{-}Safwan Ayed and
                  Edwige Cyffers and
                  Felix Grimberg and
                  Chaoyang He and
                  Regis Loeb and
                  Paul Mangold and
                  Tanguy Marchand and
                  Othmane Marfoq and
                  Erum Mushtaq and
                  Boris Muzellec and
                  Constantin Philippenko and
                  Santiago Silva and
                  Maria Telenczuk and
                  Shadi Albarqouni and
                  Salman Avestimehr and
                  Aur{\'{e}}lien Bellet and
                  Aymeric Dieuleveut and
                  Martin Jaggi and
                  Sai Praneeth Karimireddy and
                  Marco Lorenzi and
                  Giovanni Neglia and
                  Marc Tommasi and
                  Mathieu Andreux},
  title        = {FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning
                  in Realistic Healthcare Settings},
  journal      = {CoRR},
  volume       = {abs/2210.04620},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.04620},
  doi          = {10.48550/ARXIV.2210.04620},
  eprinttype    = {arXiv},
  eprint       = {2210.04620},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-04620.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ipmi/BalelliRL21,
  author       = {Irene Balelli and
                  Santiago Silva and
                  Marco Lorenzi},
  editor       = {Aasa Feragen and
                  Stefan Sommer and
                  Julia A. Schnabel and
                  Mads Nielsen},
  title        = {A Probabilistic Framework for Modeling the Variability Across Federated
                  Datasets},
  booktitle    = {Information Processing in Medical Imaging - 27th International Conference,
                  {IPMI} 2021, Virtual Event, June 28-June 30, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12729},
  pages        = {701--714},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78191-0\_54},
  doi          = {10.1007/978-3-030-78191-0\_54},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipmi/BalelliRL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/miccai/RAGL20,
  author       = {Santiago Silva and
                  Andr{\'{e}} Altmann and
                  Boris Gutman and
                  Marco Lorenzi},
  editor       = {Shadi Albarqouni and
                  Spyridon Bakas and
                  Konstantinos Kamnitsas and
                  M. Jorge Cardoso and
                  Bennett A. Landman and
                  Wenqi Li and
                  Fausto Milletari and
                  Nicola Rieke and
                  Holger Roth and
                  Daguang Xu and
                  Ziyue Xu},
  title        = {Fed-BioMed: {A} General Open-Source Frontend Framework for Federated
                  Learning in Healthcare},
  booktitle    = {Domain Adaptation and Representation Transfer, and Distributed and
                  Collaborative Learning - Second {MICCAI} Workshop, {DART} 2020, and
                  First {MICCAI} Workshop, {DCL} 2020, Held in Conjunction with {MICCAI}
                  2020, Lima, Peru, October 4-8, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12444},
  pages        = {201--210},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-60548-3\_20},
  doi          = {10.1007/978-3-030-60548-3\_20},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/RAGL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isbi/RG0TAL19,
  author       = {Santiago Silva and
                  Boris A. Gutman and
                  Eduardo Romero and
                  Paul M. Thompson and
                  Andr{\'{e}} Altmann and
                  Marco Lorenzi},
  title        = {Federated Learning in Distributed Medical Databases: Meta-Analysis
                  of Large-Scale Subcortical Brain Data},
  booktitle    = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2019, Venice, Italy, April 8-11, 2019},
  pages        = {270--274},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ISBI.2019.8759317},
  doi          = {10.1109/ISBI.2019.8759317},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isbi/RG0TAL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1810-08553,
  author       = {Santiago Silva and
                  Boris Gutman and
                  Eduardo Romero and
                  Paul M. Thompson and
                  Andr{\'{e}} Altmann and
                  Marco Lorenzi},
  title        = {Federated Learning in Distributed Medical Databases: Meta-Analysis
                  of Large-Scale Subcortical Brain Data},
  journal      = {CoRR},
  volume       = {abs/1810.08553},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.08553},
  eprinttype    = {arXiv},
  eprint       = {1810.08553},
  timestamp    = {Wed, 22 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-08553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sipaim/RGR17,
  author       = {Santiago S. Silva R. and
                  Diana L. Giraldo and
                  Eduardo Romero},
  editor       = {Eduardo Romero and
                  Natasha Lepor{\'{e}} and
                  Jorge Brieva and
                  Juan David Garc{\'{\i}}a},
  title        = {Characterizing brain patterns in conversion from mild cognitive impairment
                  {(MCI)} to Alzheimer's disease},
  booktitle    = {13th International Symposium on Medical Information Processing and
                  Analysis, {SIPAIM} 2017, San Andres Island, Colombia, 5-7 October
                  2017},
  series       = {{SPIE} Proceedings},
  volume       = {10572},
  pages        = {105720I},
  publisher    = {{SPIE}},
  year         = {2017},
  url          = {https://doi.org/10.1117/12.2286102},
  doi          = {10.1117/12.2286102},
  timestamp    = {Mon, 06 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sipaim/RGR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.