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Publications of year 2024
Articles in journal, book chapters |
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Etrit Haxholli and Marco Lorenzi.
On Tail Decay Rate Estimation of Loss Function Distributions.
Journal of Machine Learning Research,
25(25):1-47,
February 2024.
Keyword(s): Extreme Value Theory,
Tail Modelling,
Loss Function Distributions,
Peaks-Over-Threshold,
Cross-Tail-Estimation,
Model Ranking.
[bibtex-entry]
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Riccardo Taiello,
Melek Önen,
Francesco Capano,
Olivier Humbert,
and Marco Lorenzi.
Privacy preserving image registration.
Medical Image Analysis,
94,
May 2024.
[bibtex-entry]
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Paul Tourniaire,
Marius Ilie,
Julien Mazières,
Anna Vigier,
François Ghiringhelli,
Nicolas Piton,
Jean-Christophe Sabourin,
Frédéric Bibeau,
Paul Hofman,
Nicholas Ayache,
and Hervé Delingette.
WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy.
Journal of Medical Imaging,
11(03),
May 2024.
Keyword(s): Lung cancer LC,
Whole slide image classification.
[bibtex-entry]
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Théodore Soulier,
Mariem Hamzaoui,
Milena Sales Pitombeira,
Daniele De Paula Faria,
Arya Yazdan-Panah,
Matteo Tonietto,
Claire Leroy,
Michel Bottlaender,
Benedetta Bodini,
Ninon Burgos,
Nicholas Ayache,
Olivier Colliot,
and Bruno Stankoff.
Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks.
In SPIE Medical Imaging,
San Diego, United States,
February 2024.
Keyword(s): Multiple Sclerosis,
Magnetic Resonance Imaging,
Positron Emission Tomography,
Myelin,
Generative Adversarial Network,
Curriculum Learning,
Image synthesis.
[bibtex-entry]
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Yanis Aeschlimann,
Anna Calissano,
Andreas Abildtrup Hansen,
Théodore Papadopoulo,
and Samuel Deslauriers-Gauthier.
Graph matching of structural and functional brain networks.
Note: Working paper or preprint,
January 2024.
Keyword(s): Brain connectivity,
Structure-Function,
Graph matching,
Brain Network.
[bibtex-entry]
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Last modified: Sat May 18 12:30:02 2024
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