Publications HAL du labo/EPI opis;galen;galen-post;cvn

Journal articles

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Samy Ammari, Stéphanie Pitre-Champagnat, Laurent Dercle, Emilie Chouzenoux, Salma Moalla, et al.. Influence of Magnetic Field Strength on Magnetic Resonance Imaging Radiomics Features in Brain Imaging, an In Vitro and In Vivo Study. Frontiers in Oncology, Frontiers, 2021, ⟨10.3389/fonc.2020.541663⟩. ⟨hal-03117688⟩
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https://hal.archives-ouvertes.fr/hal-03117688/file/fonc-10-541663.pdf BibTex
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Daniel Antunes, Jacques-Olivier Lachaud, Hugues Talbot. An Elastica-driven Digital Curve Evolution Model for Image Segmentation. Journal of Mathematical Imaging and Vision, Springer Verlag, 2021, 63 (1), pp.1-17. ⟨10.1007/s10851-020-00983-4⟩. ⟨hal-03144926⟩
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https://hal.archives-ouvertes.fr/hal-03144926/file/Antunes_etal_Digital_Elastica.pdf BibTex
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Guillaume Chassagnon, Maria Vakalopoulou, Alexis Régent, Mihir Sahasrabudhe, Rafael Marini, et al.. Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT. Radiology, Radiological Society of North America, 2021, 298 (1), pp.189-198. ⟨10.1148/radiol.2020200319⟩. ⟨hal-03134510⟩
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Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, et al.. AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia. Medical Image Analysis, Elsevier, 2021, 67, pp.101860. ⟨10.1016/j.media.2020.101860⟩. ⟨hal-03133234⟩
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Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Marion Savanier, Yves Trousset. Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch. Inverse Problems, IOP Publishing, In press. ⟨hal-03136110⟩
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https://hal.archives-ouvertes.fr/hal-03136110/file/8055_OO.pdf BibTex
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Thomas Hortholary, Claire Carrion, Emilie Chouzenoux, Jean-Christophe Pesquet, Claire Lefort. Multiplex‐multiphoton microscopy and computational strategy for biomedical imaging. Microscopy Research and Technique, Wiley, In press, ⟨10.1002/jemt.23712⟩. ⟨hal-03126396⟩
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https://hal.archives-ouvertes.fr/hal-03126396/file/MRT-20-196.R2_Proof_hi_21%2012%202020.pdf BibTex
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Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, Hugo Gortais, Paul Herent, et al.. Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients. Nature Communications, Nature Publishing Group, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩. ⟨hal-03136018⟩
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https://hal.archives-ouvertes.fr/hal-03136018/file/s41467-020-20657-4.pdf BibTex
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Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval. Sparse signal reconstruction for nonlinear models via piecewise rational optimization. Signal Processing, Elsevier, 2021, 179, pp.107835:1-107835:13. ⟨10.1016/j.sigpro.2020.107835⟩. ⟨hal-02972442v2⟩
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https://hal.archives-ouvertes.fr/hal-02972442/file/main.pdf BibTex
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Julie Robic, Alex Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot, et al.. Clinical validation of a computer‐based approach for the quantification of the skin ageing process of women using in vivo confocal microscopy. Journal of the European Academy of Dermatology and Venereology, Wiley, 2021, 35 (1), ⟨10.1111/jdv.16810⟩. ⟨hal-03144931⟩
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https://hal.archives-ouvertes.fr/hal-03144931/file/Letter_RCM_Draft.pdf BibTex
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Tirza Routtenberg, Alberto Carini, Emilie Chouzenoux, Piya Pal, José C. M. Bermudez, et al.. Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest. IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2021, 38, 2, pp.138-143. ⟨10.1109/MSP.2020.3046230⟩. ⟨hal-03161830⟩
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https://hal.archives-ouvertes.fr/hal-03161830/file/mainSPMAG.pdf BibTex
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Shalini Sharma, Víctor Elvira, Emilie Chouzenoux, Angshul Majumdar. Recurrent Dictionary Learning for State-Space Models with an Application in Stock Forecasting. Neurocomputing, Elsevier, In press. ⟨hal-03184841⟩
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https://hal.archives-ouvertes.fr/hal-03184841/file/elsarticle-template.pdf BibTex

Conference papers

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Alexandre Bône, Samy Ammari, Jean-Philippe Lamarque, Mickael Elhaik, Émilie Chouzenoux, et al.. Contrast-enhanced brain MRI synthesis with deep learning: key input modalities and asymptotic performance. International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨hal-03128023⟩
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https://hal.archives-ouvertes.fr/hal-03128023/file/ISBI_2021__VCE.pdf BibTex
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Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨hal-02943658⟩
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https://hal.archives-ouvertes.fr/hal-02943658/file/EUSIPCO_ConFuse_2020_CameraReady.pdf BibTex
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Charles A. Kantor, Marta Skreta, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, et al.. Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. Proc. IJCAI 2021 Workshop on AI for Social Good (2021), Jan 2021, Tokyo, Japan. ⟨hal-03150686⟩
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https://hal.archives-ouvertes.fr/hal-03150686/file/IJCAI.pdf BibTex
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Yingping Li, Emilie Chouzenoux, Benoit Charmettant, Baya Benatsou, Jean-Philippe Lamarque, et al.. Lightweight U-Net for Lesion Segmentation in Ultrasound Images. IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021, Nice (virtual), France. ⟨hal-03140737v2⟩
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https://hal.archives-ouvertes.fr/hal-03140737/file/final_submission_Lightweight%20U-net%20for%20lesion%20segmentation%20in%20ultrasound%20images.pdf BibTex
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Leo Milecki, Sylvain Bodard, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou. 3D Unsupervised Kidney Graft Segmentation Based on Deep Learning and Multi-Sequence MRI. International Symposium on Biomedical Imaging 2021, Apr 2021, Nice, France. ⟨hal-03141528⟩
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https://hal.archives-ouvertes.fr/hal-03141528/file/ISBI21__home_papercept_embs.papercept.net_www_conferences_conferences_ISBI21_submissions_0601_FI.pdf BibTex
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Ana Neacsu, Kavya Gupta, Jean-Christophe Pesquet, Corneliu Burileanu. Signal Denoising Using a New Class of Robust Neural Networks. EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.1492-1496, ⟨10.23919/Eusipco47968.2020.9287630⟩. ⟨hal-03115064⟩
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Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Yves Trousset. Proximal Gradient Algorithm in the Presence of Adjoint Mismatch. 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam (virtual), Netherlands. ⟨hal-02943659v2⟩
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https://hal.archives-ouvertes.fr/hal-02943659/file/Proximal_Gradient_Algorithm_in_the_Presence_of_Adjoint_Mismatch.pdf BibTex
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Vlad Vasilescu, Ana Neacsu, Emilie Chouzenoux, Jean-Christophe Pesquet, Corneliu Burileanu. A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT Scans. IEEE International Symposium on Biomedical Imaging (ISBI 2021), Apr 2021, Nice, France. ⟨hal-03188444⟩
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https://hal.archives-ouvertes.fr/hal-03188444/file/A_deep_learning_approach_for_improved_segmentation_of_lesions_related_to_COVID_19_chest_CT_scans.pdf BibTex

Preprints, Working Papers, ...

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Mathieu Carriere, Frédéric Chazal, Marc Glisse, Yuichi Ike, Hariprasad Kannan. Optimizing persistent homology based functions. 2021. ⟨hal-02969305v2⟩
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https://hal.inria.fr/hal-02969305/file/_ICML21__Optimizing_persistent_homology_based_functions.pdf BibTex
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Víctor Elvira, Emilie Chouzenoux. Optimized Population Monte Carlo. 2021. ⟨hal-03136318v2⟩
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https://hal.archives-ouvertes.fr/hal-03136318/file/LPMC_TSP_R0_HAL.pdf BibTex
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Thomas Guilmeau, Alain Rapaport. Singular arcs in optimal periodic control problems with scalar dynamics and integral input constraint. 2021. ⟨hal-03103030⟩
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https://hal.inrae.fr/hal-03103030/file/Periodic_control___singular_arcs__scalar_dynamics.pdf BibTex
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J.-Y Tourneret, A. Basarab, Nora Leïla Ouzir, Q Wei. Sparse representations and dictionary learning: from image fusion to motion estimation. 2021. ⟨hal-03130465⟩
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Sagar Verma. A Survey on Machine Learning Applied to Dynamic Physical Systems. 2021. ⟨hal-03120225⟩
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https://hal.archives-ouvertes.fr/hal-03120225/file/lit_rev_physics.pdf BibTex
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Farshad Veshki, Nora Leïla Ouzir, Sergiy Vorobyov, Esa Ollila. Coupled Feature Learning for Multimodal Medical Image Fusion. 2021. ⟨hal-03130475⟩
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