2025
Journal articles
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- Mohamed Fakhfakh, Laurent Sarry, Patrick Clarysse. HALSR-Net: Improving CNN Segmentation of Cardiac Left Ventricle MRI with Hybrid Attention and Latent Space Reconstruction. Computerized Medical Imaging and Graphics, 2025, 123, pp.102546. ⟨10.1016/j.compmedimag.2025.102546⟩. ⟨hal-05045855⟩
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- Daria Zotova, Nicolas Pinon, Robin Trombetta, Romain Bouet, Julien Jung, et al.. GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models. Computer Methods and Programs in Biomedicine, 2025, 265, pp.108727. ⟨10.1016/j.cmpb.2025.108727⟩. ⟨hal-05061806⟩
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- Quan-Xiang Cui, Liang-Qin Zhou, Xin-Yi Wang, Hong-Xia Zhang, Jing-Jing Li, et al.. Novel MRI-based Hyper-Fused Radiomics for Predicting Pathologic Complete Response to Neoadjuvant Therapy in Breast Cancer. Academic Radiology, 2025, 32 (5), pp.2477-2488. ⟨10.1016/j.acra.2024.12.043⟩. ⟨hal-05044561⟩
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- Antoine Naëgel, Magalie Viallon, Hélène Ratiney, Thu Nguyen, Benjamin Leporq, et al.. Impact of Long‐Term Fasting on Skeletal Muscle: Structure, Energy Metabolism and Function Using 31 P/ 1 H MRS and MRI. Journal of Cachexia, Sarcopenia and Muscle, 2025, 16 (2), ⟨10.1002/jcsm.13773⟩. ⟨hal-05132099⟩
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- Licheng Zheng, Lihui Wang, Yingfeng Ou, Li Wang, Caiqing Jian, et al.. Semi-supervised medical image segmentation based on dual swap data mixing and cross EMA strategies. Medical Physics, 2025, ⟨10.1002/mp.17809⟩. ⟨hal-05047372⟩
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- Qijian Chen, Lihui Wang, Zeyu Deng, Rongpin Wang, Li Wang, et al.. Cooperative multi-task learning and interpretable image biomarkers for glioma grading and molecular subtyping. Medical Image Analysis, 2025, 101, pp.103435. ⟨10.1016/j.media.2024.103435⟩. ⟨hal-04927422⟩
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- Patrick Clarysse, Nicolas Duchateau, Olivier Bernard, Jacques Ohayon, Magalie Viallon. Medical Image Analysis – Special Issue FIMH 2023. Medical Image Analysis, In press, pp.103612. ⟨10.1016/j.media.2025.103612⟩. ⟨hal-05045829⟩
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- Lingfeng Luo, Chen Ye, Tianxian Li, Ming Zhong, Lihui Wang, et al.. The self-supervised fitting method based on similar neighborhood information of voxels for intravoxel incoherent motion diffusion-weighted MRI. Medical Physics, 2025, ⟨10.1002/mp.17825⟩. ⟨hal-05131862⟩
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- My Hoang Hoa Bui, Antoine Robert, Ane Etxebeste, Simon Rit. Detection and correction of translational motion in SPECT with exponential data consistency conditions. Physics in Medicine and Biology, 2025, 70 (5), pp.055003. ⟨10.1088/1361-6560/adb09a⟩. ⟨hal-04925766⟩
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- Joël Greffier, Anaïs Viry, Antoine Robert, Mouad Khorsi, Salim Si-Mohamed. Photon-counting CT systems: A technical review of current clinical possibilities. Diagnostic and Interventional Imaging, 2025, 106 (2), pp.53-59. ⟨10.1016/j.diii.2024.09.002⟩. ⟨hal-04955722⟩
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- Hugo Lacombe, Joey Labour, Fabien de Oliveira, Antoine Robert, Angèle Houmeau, et al.. Ultra-high resolution spectral photon-counting CT outperforms dual layer CT for lung imaging: Results of a phantom study. Diagnostic and Interventional Imaging, 2025, 106 (2), pp.60-67. ⟨10.1016/j.diii.2024.09.011⟩. ⟨hal-04955726⟩
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- Min Gao, Wei Kong, Kun Liu, Gen Wen, Yaling Yu, et al.. Exploring Brain Imaging and Genetic Risk Factors in Different Progression States of Alzheimer's Disease Through OSnetNMF-Based Methods. Journal of Molecular Neuroscience, 2025, 75 (1), pp.7. ⟨10.1007/s12031-024-02274-8⟩. ⟨hal-04926870⟩
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- Jérémy E. Cohen, Valentin Leplat. Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models. SIAM Journal on Mathematics of Data Science, In press. ⟨hal-04922736⟩
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- Anastasia Konik, Patrick Clarysse, Nicolas Duchateau. Detailed evaluation of a population-wise personalization approach to generate synthetic myocardial infarct images. Pattern Recognition Letters, 2025, 188, pp.8-14. ⟨10.1016/j.patrec.2024.11.017⟩. ⟨hal-04805237⟩
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- Xiaoming Sun, Shilin Li, Yongji Chen, Junxia Chen, Hao Geng, et al.. Multiple Differential Convolution and Local-Variation Attention UNet: Nucleus Semantic Segmentation Based on Multiple Differential Convolution and Local-Variation Attention. Electronics, 2025, 14 (6), pp.1058. ⟨10.3390/electronics14061058⟩. ⟨hal-05044551⟩
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- Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika. Explainable Monotonic Networks and Constrained Learning for Interpretable Classification and Weakly Supervised Anomaly Detection. Pattern Recognition, 2025, 160, pp.111186. ⟨10.1016/j.patcog.2024.111186⟩. ⟨hal-04776992v2⟩
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- Abir Affane, Mohamed Chetoui, Jonas Lamy, Guillaume Lienemann, Raphaël Peron, et al.. The R-Vessel-X Project. Innovation and Research in BioMedical engineering, 2025, 46 (1), pp.100876. ⟨10.1016/j.irbm.2025.100876⟩. ⟨hal-04884983⟩
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- Pierre Rougé, Pierre-Henri Conze, Nicolas Passat, Odyssée Merveille. Guidelines for cerebrovascular segmentation: Managing imperfect annotations in the context of semi-supervised learning. Computerized Medical Imaging and Graphics, 2025, 119, pp.102474. ⟨10.1016/j.compmedimag.2024.102474⟩. ⟨hal-04819764⟩
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- Shuangxing Wang, Lihui Wang, Ying Cao, Zeyu Deng, Chen Ye, et al.. Self-supervised arbitrary-scale super-angular resolution diffusion MRI reconstruction. Medical Physics, In press, ⟨10.1002/mp.17691⟩. ⟨hal-05044541⟩
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- Linhai Wu, Lihui Wang, Zeyu Deng, Yue-Min Zhu, Hongjiang Wei. Replace2Self: Self-Supervised Denoising based on Voxel Replacing and Image Mixing for Diffusion MRI. IEEE Transactions on Medical Imaging, In press, ⟨10.1109/TMI.2025.3552611⟩. ⟨hal-05086838⟩
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