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Automatic Zonal Segmentation of the Prostate from 2D and 3D T2-weighted MRI and Evaluation for Clinical Use

 Dimitri Hamzaoui , Sarah Montagne , Raphaele Renard-Penna , Nicholas Ayache , Hervé Delingette
Journal of Medical Imaging, 2022, 9 (2), pp.024001. ⟨10.1117/1.JMI.9.2.024001⟩
Article dans une revue hal-03587074v2
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Robust Bayesian fusion of continuous segmentation maps

 Benoît Audelan , Dimitri Hamzaoui , Sarah Montagne , Raphaële Renard-Penna , Hervé Delingette
Medical Image Analysis, 2022, 78, pp.102398. ⟨10.1016/j.media.2022.102398⟩
Article dans une revue hal-03594219v1

Correction to: Prostate Volume Prediction on MRI: Tools, Accuracy and Variability

 Dimitri Hamzaoui , Sarah Montagne , Benjamin Granger , Alexandre Allera , Malek Ezziane , et al.
European Radiology, 2022, 32 (7), pp.5035--5035. ⟨10.1007/s00330-022-08688-5⟩
Article dans une revue hal-03888145v1

Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature

 Carine Wu , Sarah Montagne , Dimitri Hamzaoui , Nicholas Ayache , Hervé Delingette , et al.
Insights into Imaging, 2022, 13 (1), pp.202. ⟨10.1186/s13244-022-01340-2⟩
Article dans une revue hal-03923997v1
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AI-based diagnosis of prostate cancer from multiparametric MRI

 Dimitri Hamzaoui
Artificial Intelligence [cs.AI]. Université Côte d'Azur, 2023. English. ⟨NNT : 2023COAZ4044⟩
Thèse tel-04166332v2
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Prostate volume prediction on MRI: tools, accuracy and variability

 Dimitri Hamzaoui , Sarah Montagne , Benjamin Granger , Alexandre Allera , Malek Ezziane , et al.
European Radiology, 2022, ⟨10.1007/s00330-022-08554-4⟩
Article dans une revue hal-03409262v1

3.0 T prostate MRI: Visual assessment of 2D and 3D T2-weighted imaging sequences using PI-QUAL score

 Nina Brillat-Savarin , Carine Wu , Laurène Aupin , Camille Thoumin , Dimitri Hamzaoui , et al.
European Journal of Radiology, 2023, 166, pp.110974. ⟨10.1016/j.ejrad.2023.110974⟩
Article dans une revue hal-04162794v1
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Robust Fusion of Probability Maps

 Benoît Audelan , Dimitri Hamzaoui , Sarah Montagne , Raphaële Renard-Penna , Hervé Delingette
MICCAI 2020 - 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2020, Lima/ Virtuel, Peru
Communication dans un congrès hal-02934590v1
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Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology

 Sarah Montagne , Dimitri Hamzaoui , Alexandre Allera , Malek Ezziane , Anna Luzurier , et al.
Insights into Imaging, 2021, 12 (1), ⟨10.1186/s13244-021-01010-9⟩
Article dans une revue hal-03221227v1

Reference standard for the evaluation of automatic segmentation algorithms: Quantification of inter observer variability of manual delineation of prostate contour on MRI

 Sébastien Molière , Dimitri Hamzaoui , Anna Luzurier , Benjamin Granger , Sarah Montagne , et al.
Diagnostic and Interventional Imaging, In press, ⟨10.1016/j.diii.2023.08.001⟩
Article dans une revue hal-04185065v1

Segmentation automatique de la prostate à l’aide d’un réseau de neurones profond

 Dimitri Hamzaoui , Sarah Montagne , Pierre Mozer , Raphaële Renard-Penna , Hervé Delingette
Congrès Francais d'Urologie, Nov 2020, Paris, France. pp.696-697, ⟨10.1016/j.purol.2020.07.010⟩
Communication dans un congrès hal-03126932v1
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Morphologically-Aware Consensus Computation via Heuristics-based IterATive Optimization (MACCHIatO)

 Dimitri Hamzaoui , Sarah Montagne , Raphaële Renard-Penna , Nicholas Ayache , Hervé Delingette
Journal of Machine Learning for Biomedical Imaging, 2023, 2 (UNSURE 2022 Special Issue), pp.361-389. ⟨10.59275/j.melba.2023-219c⟩
Article dans une revue hal-04208018v1
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MOrphologically-aware Jaccard-based ITerative Optimization (MOJITO) for Consensus Segmentation

 Dimitri Hamzaoui , Sarah Montagne , Raphaele Renard-Penna , Nicholas Ayache , Hervé Delingette
MICCAI Workshop UNSURE 2022: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03775967v1
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