2026

Journal articles

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Antoine Fraissenon, Alisa Kugusheva, Sophia Ladraa, Laurent Guibaud, Guillaume Canaud, et al.. Image pre-processing impact on generative model performance for Unsupervised Venous Malformation Segmentation. Computer Methods and Programs in Biomedicine, 2026, 281, pp.109341. ⟨10.1016/j.cmpb.2026.109341⟩. ⟨hal-05642470⟩

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Antoine Robert, Sofia Poletto, Klaus Erhard, Maria Nicole Antonuccio, Christian A Hernandez, et al.. Simultaneous pulmonary ventilation and perfusion imaging using spectral photon counting CT with xenon and gadolinium-based agents in combination with color K-edge imaging. Diagnostic and Interventional Imaging, 2026, ⟨10.1016/j.diii.2026.06.003⟩. ⟨hal-05669388⟩

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Louis Anzalone, Emile Saillard, Marc Gardegaront, Léa Fillot, Aurélie Levillain, et al.. Sensitivity analysis of a patient-specific finite element simulation pipeline incorporating automated vertebral segmentation for predicting vertebral strength of a clinical database. Journal of the mechanical behavior of biomedical materials, 2026, 178, pp.107415. ⟨10.1016/j.jmbbm.2026.107415⟩. ⟨hal-05573412⟩

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Maxime Di Folco, Gabriel Bernardino, Patrick Clarysse, Nicolas Duchateau. Visualizing definitional divergence in high-dimensional data by manifold alignment: Application to 3D right ventricular strain computations. IEEE Transactions on Medical Imaging, 2026, pp.1-12. ⟨10.1109/TMI.2026.3698240⟩. ⟨hal-05673005⟩

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Liang-Qin Zhou, Xin-Yi Wang, Ye Xu, Hong-Xia Zhang, Xin-Xin Yang, et al.. Radio-pathomic Graph Deep Learning for Multiscale Spatial-Contextual Modeling of Intratumoral Heterogeneity to Predict Breast Cancer Response to Neoadjuvant Therapy. Radiology: Artificial Intelligence, 2026, 8 (3), ⟨10.1148/ryai.250760⟩. ⟨hal-05641447⟩

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Vincent Habouzit, Alice Durand, Laure Al Mansour, Boumediene Lachachi, Sarah Chaïb, et al.. Large Language Models for Patient Education: Insights from Cross-Lingual Expert Evaluation in Radioligand Therapy for Neuroendocrine Tumors. Journal of Cancer Education, 2026, ⟨10.1007/s13187-026-02886-1⟩. ⟨hal-05606558⟩

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Antoine Uzel, Arthur Gautheron, Olivier Lopez, Guillaume Rossignol, Xavier Muller, et al.. Fluorescence spectroscopy precorrection model robust to large variability of optical properties: application to point of care quantitative liver graft viability assessment. Biomedical optics express, 2026, 17 (5), pp.2323. ⟨10.1364/BOE.587424⟩. ⟨hal-05590467⟩

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Mai-Quyen Pham, Jérémy E Cohen, Thierry Chonavel. A Second Order Majorant Algorithm for Nonnegative Matrix Factorization. Transactions on Machine Learning Research Journal, 2026, ⟨10.48550/arXiv.2303.17992⟩. ⟨hal-05594159⟩

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Geoffroy Oudoumanessah, Thomas Coudert, Carole Lartizien, Michel Dojat, Thomas Christen, et al.. Scalable magnetic resonance fingerprinting: Incremental inference of high dimensional elliptical mixtures from large data volumes. Annals of Applied Statistics, 2026, 20 (1), pp.578-603. ⟨10.1214/25-AOAS2124⟩. ⟨hal-04836864v2⟩

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Zhuan Zhang, Qijian Chen, Li Wang, Caiqing Jian, Yue-Min Zhu, et al.. A causal adversarial graph neural network for multi-center autism spectrum disorder identification. Knowledge-Based Systems, 2026, 343, pp.116036. ⟨10.1016/j.knosys.2026.116036⟩. ⟨hal-05679464⟩

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Morgane des Ligneris, Odyssée Merveille, Alexandre Bani-Sadr, Pierre Rougé, Carole Frindel, et al.. Cerebral spectral photon-counting CT angiography, an alternative to invasive cerebral angiography. Journal de Neuroradiologie / Journal of Neuroradiology, 2026, 53 (3), pp.101552. ⟨10.1016/j.neurad.2026.101552⟩. ⟨hal-05596528⟩

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Conference papers

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Pierre Fayolle, A. Bône, N. Debs, P. Robert, P. Bourdon, et al.. Improving Virtual Contrast Enhancement Method using Longitudinal Data. 42ème Colloque de la Société Francophone de Biologie Théorique, Jun 2026, Poitiers, France. ⟨hal-05677991⟩

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Thomas Maitre, Elie Bretin, Nicolas Ducros, Michaël Sdika. Joint reconstruction and pansharpening for high-resolution hyperspectral single-pixel imaging. International Conference on Acoustics, Speech, and Signal Processing, May 2026, Barcelona, Spain. ⟨hal-05298892v2⟩

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Nathan Hutin, Thomas Grenier, Sébastien Valette, Hamid Ladjal. EVALUATING SEGMENTATION USING BETTI-1 TOPOLOGICAL METRIC: APPLICATION TO NASAL CAVITIES IN THE CONTEXT OF AIRFLOW SIMULATION. Internation Symposium Biomedical Imaging (ISBI), Apr 2026, Londre, United Kingdom. ⟨hal-05545400⟩

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Baptiste Pierrard, Michael Sdika, Pierre-Marc Jodoin. FRUGAL-COMBAT: AN ULTRA-LOW-SAMPLE DIFFUSION MRI HARMONIZATION METHOD. ISBI2026, IEEE, Apr 2026, Londres, United Kingdom. ⟨hal-05607239⟩

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Nathan Hutin, Thomas Grenier, Sébastien Valette, Hamid Ladjal. Évaluation de la segmentation des cavités nasales à l'aide d'une métrique topologique Betti-1. Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France. ⟨hal-05485690⟩

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Book sections

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David Mitton, Aurélie Levillain, Marc Gardegaront, Rémy Gauthier, Emile Saillard, et al.. Importance of reproducibility in bone fracture prediction using numerical models for clinical applications. Biomechanics and Mechanobiology of Bone, Elsevier, pp.623-653, 2026, ⟨10.1016/B978-0-443-26739-0.00024-7⟩. ⟨hal-05710927⟩

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Poster communications

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Charly Caredda, Jérémy E Cohen, Michaël Sdika, Jacques Guyotat, Thiébaud Picart, et al.. A-priori free spectral unmixing based on tensor low-rank decomposition for intraoperative hyperspectral functional imaging. Clinical Biophotonics IV, Apr 2026, Strasbourg, France. SPIE, pp.46, ⟨10.1117/12.3099510⟩. ⟨hal-05639793⟩

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Nathan Hutin, Thomas Grenier, Sébastien Valette, Hamid Ladjal. EVALUATING SEGMENTATION USING β1 TOPOLOGICAL METRIC: APPLICATION TO NASAL CAVITIES IN THE CONTEXT OF AIRFLOW SIMULATION. Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2026), Mar 2026, Lyon, France. ⟨hal-05545327⟩

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Nicolas Moyne, Pauline Muleki Seya, Michaël Sdika, Valentine Wargnier-Dauchelle. Latent space disentanglement for speckle-based fatty liver disease detection using ultrasound images. IABM, 2026, Lyon, France. ⟨hal-05655800⟩

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