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Data augmentation for multi-organ detection in medical images

Maryam Hammami , Denis Friboulet , Razmig Kéchichian
2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-6, ⟨10.1109/IPTA50016.2020.9286712⟩
Conference papers hal-03345928v1
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Real‐time skin chromophore estimation from hyperspectral images using a neural network

Lou Gevaux , Jordan Gierschendorf , Juliette Rengot , Marie Cherel , Pierre Séroul , et al.
Skin Research and Technology, 2020, ⟨10.1111/srt.12927⟩
Journal articles hal-02956087v1
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Maryam Hammami , Denis Friboulet , Razmig Kéchichian
2020 IEEE International Conference on Image Processing (ICIP), Oct 2020, Abu Dhabi, United Arab Emirates. pp.390-393, ⟨10.1109/ICIP40778.2020.9191127⟩
Conference papers hal-03345927v1
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Multicontrast MRI-based radiomics for the prediction of pathological complete response to neoadjuvant chemotherapy in patients with early triple negative breast cancer

Angeline Nemeth , Pierre Chaudet , Benjamin Leporq , Pierre-Etienne Heudel , Fanny Barabas , et al.
Magnetic Resonance Materials in Physics, Biology and Medicine, 2021, ⟨10.1007/s10334-021-00941-0⟩
Journal articles hal-03408526v1

Converting SVDD scores into probability estimates: Application to outlier detection

M El Azami , Carole Lartizien , S. Canu
Neurocomputing, 2017, 268, pp.64 - 75. ⟨10.1016/j.neucom.2017.01.103⟩
Journal articles hal-01592016v1
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Converting SVDD Scores into Probability Estimates

M El Azami , Carole Lartizien , Stéphane Canu
24th European Symposium on Articial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2016, Bruges, Belgium. pp.483-488
Conference papers hal-01438026v1

Automatic Segmentation of the Cerebral Ventricle in Neonates Using Deep Learning with 3D Reconstructed Freehand Ultrasound Imaging

Matthieu Martin , Bruno Sciolla , Michaël Sdika , Xiaoyu Wang , Philippe Quétin , et al.
2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, France. pp.1-4
Conference papers hal-02043054v1

Computer-Aided Staging of Lymphoma Patients With FDG PET/CT Imaging Based on Textural Information

C. Lartizien , M. Rogez , E. Niaf , F. Ricard
IEEE Journal of Biomedical and Health Informatics, 2014, 18 (3), pp.946 - 955. ⟨10.1109/JBHI.2013.2283658⟩
Journal articles hal-01050890v1

Prédiction de la réponse à la chimiothérapie des ostéosarcomes à partir des données radiomiques issues des IRM diagnostiques

Julie Dufau , Amine Bouhamama , Benjamin Leporq , Lison Malaureille , Olivier Beuf , et al.
Bulletin du Cancer, 2019, 106 (11), pp.983-999. ⟨10.1016/j.bulcan.2019.07.005⟩
Journal articles hal-02441122v1
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Machine learning-based prediction of glioma margin from 5-ALA induced PpIX fluorescence spectroscopy

Pierre Leclerc , Cédric Ray , Laurent Mahieu-Williame , Laure Alston , Carole Frindel , et al.
Scientific Reports, 2020, 10 (1), pp.1462 et suiv. ⟨10.1038/s41598-020-58299-7⟩
Journal articles hal-02440653v2
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Single-Pixel Image Reconstruction from Experimental Data Using Neural Networks

Antonio Lorente Mur , Pierre Leclerc , Françoise Peyrin , Nicolas Ducros
Optics Express, 2021, 29 (11), pp.17097. ⟨10.1364/OE.424228⟩
Journal articles hal-03202353v2