2024

Journal articles

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Laurent Bitker, Charlotte Biscarrat, Hodane Yonis, Matthieu Chivot, Louis Chauvelot, et al.. Determinants of Urine Output Using Advanced Hemodynamic Monitoring in Critically Ill Patients Undergoing Continuous Renal Replacement Therapy. Blood Purification, 2024, 53 (3), pp.189-199. ⟨10.1159/000535544⟩. ⟨hal-04530194⟩

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Corentin Dauleac, Timothée Jacquesson, Carole Frindel, Nathalie André-Obadia, François Ducray, et al.. Value of Spinal Cord Diffusion Imaging and Tractography in Providing Predictive Factors for Tumor Resection in Patients with Intramedullary Tumors: A Pilot Study. Cancers, 2024, 16 (16), pp.2834. ⟨10.3390/cancers16162834⟩. ⟨hal-04692587⟩

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Corentin Dauleac, Patrick Mertens, Carole Frindel, Timothée Jacquesson, François Cotton. Atlas‐guided brain projection tracts: From regions of interest to tractography 3D rendering. Journal of Anatomy, 2024, ⟨10.1111/joa.14120⟩. ⟨hal-04692583⟩

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Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre. Trainable pruned ternary quantization for medical signal classification models. Neurocomputing, 2024, pp.128216. ⟨10.1016/j.neucom.2024.128216⟩. ⟨hal-04652637v2⟩

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Julia Puig, Denis Friboulet, Hang Jung Ling, François Varray, Michael Mougharbel, et al.. Boosting Cardiac Color Doppler Frame Rates with Deep Learning. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, pp.1-1. ⟨10.1109/TUFFC.2024.3424549⟩. ⟨hal-04643079⟩

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Pauline Mouches, Thibaut Dejean, Julien Jung, Romain Bouet, Carole Lartizien, et al.. Time CNN and Graph Convolution Network for Epileptic Spike Detection in Meg Data. Psycoloquy, 2024, pp.1-5. ⟨10.1109/ISBI56570.2024.10635822⟩. ⟨hal-04680447⟩

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Guillaume Deniel, François Dhelft, Sophie Lancelot, Maciej Orkisz, Emmanuel Roux, et al.. Pulmonary inflammation decreases with ultra-protective ventilation in experimental ARDS under VV-ECMO: a positron emission tomography study. Frontiers in Medicine, 2024, 11, pp.1338602. ⟨10.3389/fmed.2024.1338602⟩. ⟨hal-04530192⟩

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Amadou Diaw Ndiaye, Marie Agnès Gasqui, Fabien Millioz, Matthieu Perard, Fatou Leye Benoist, et al.. Exploring the Methodological Approaches of Studies on Radiographic Databases Used in Cariology to Feed Artificial Intelligence: A Systematic Review. Caries Research, 2024, pp.1-24. ⟨10.1159/000536277⟩. ⟨hal-04552694⟩

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Marc Robini, Lihui Wang, Yue-Min Zhu. THE APPEALS OF QUADRATIC MAJORIZATION-MINIMIZATION. Journal of Global Optimization, 2024, ⟨10.1007/s10898-023-01361-1⟩. ⟨ujm-04539351⟩

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J. Fournel, M. Hermier, A. Martin, D. Gamondès, E. Tommasino, et al.. It Looks Like a Spinal Cord Tumor but It Is Not. Cancers, 2024, 16 (5), pp.1004. ⟨10.3390/cancers16051004⟩. ⟨hal-04648639⟩

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Shusong Huang, Monica Sigovan, Bruno Sixou. Deep learning methods for blood flow reconstruction in a vessel with contrast enhanced x‐ray computed tomography. International Journal for Numerical Methods in Biomedical Engineering, 2024, 40 (1), pp.e3785. ⟨10.1002/cnm.3785⟩. ⟨hal-04449731⟩

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Hang Jung Ling, Salomé Bru, Julia Puig, Florian Vixège, Simon Mendez, et al.. Physics-Guided Neural Networks for Intraventricular Vector Flow Mapping. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, ⟨10.1109/TUFFC.2024.3411718⟩. ⟨hal-04627945⟩

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Lucie Chalet, Justine Debatisse, Oceane Wateau, Timothe Boutelier, Marlène Wiart, et al.. The PREMISE database of 20 Macaca fascicularis PET/MRI brain images available for research. Lab Animal, 2024, 53 (1), pp.13 - 17. ⟨10.1038/s41684-023-01289-9⟩. ⟨hal-04373649⟩

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Loic Cuau, Pia Akl, Arthur Gautheron, Angèle Houmeau, Frédéric Chaput, et al.. Surface modification effect on contrast agent efficiency for X-ray based spectral photon-counting scanner/luminescence imaging: from fundamental study to in vivo proof of concept. Nanoscale, 2024, ⟨10.1039/d3nr03710j⟩. ⟨hal-04423325⟩

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Enyi Chen, Berardino Barile, Françoise Durand-Dubief, Thomas Grenier, Dominique Sappey-Marinier. Multiple Sclerosis Clinical Forms Classification Study with Graph Convolutional Networks. Frontiers in Neuroscience, In press, ⟨10.3389/fnins.2023.1268860⟩. ⟨hal-04373468⟩

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Conference papers

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Thomas Maitre, Elie Bretin, Romain Phan, Nicolas Ducros, Michaël Sdika. Dynamic Single-Pixel Imaging on an Extended Field of View without Warping the Patterns. International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2024, Marrakech, Morocco. ⟨hal-04533981v2⟩

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Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika. Constrained non-negative networks for a more explainable and interpretable classification. Medical Imaging with Deep Learning, Jul 2024, Paris, France. ⟨hal-04561860⟩

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Valentine Wargnier-Dauchelle, Thomas Grenier, Michaël Sdika. An unexpected confounder: how brain shape can be used to classify MRI scans ?. Medical Imaging with Deep Learning, Jul 2024, Paris, France. ⟨hal-04561863⟩

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Gaël Vila, Emmanuel Medernach, Inés Gonzalez, Axel Bonnet, Yohan Chatelain, et al.. The Impact of Hardware Variability on Applications Packaged with Docker and Guix: a Case Study in Neuroimaging. ACM REP'24, ACM, Jun 2024, Rennes, France. ⟨10.1145/3641525.3663626⟩. ⟨hal-04480308v2⟩

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A Uzel, Olivier Lopez, S Chopinet, M Sdika, B Montcel. Quantification de graisse pour la stéatose hépatique par spectroscopie proche infrarouge en réflectance diffuse. Recherche en Imagerie et Technologies pour la Santé 2024, Jun 2024, Aubière, France. ⟨hal-04628297⟩

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