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8

CV Chi-Hiêu PHAM


Enseignant-Chercheur


Journal articles2 documents

  • Quentin Delannoy, Chi-Hieu Pham, Clément Cazorla, Carlos Tor-Díez, Guillaume Dollé, et al.. SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI. Computers in Biology and Medicine, Elsevier, 2020, 120, pp.103755. ⟨10.1016/j.compbiomed.2020.103755⟩. ⟨hal-02189136v3⟩
  • Chi-Hieu Pham, Carlos Tor-Díez, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, et al.. Multiscale brain MRI super-resolution using deep 3D convolutional networks. Computerized Medical Imaging and Graphics, Elsevier, 2019, 77, pp.101647. ⟨10.1016/j.compmedimag.2019.101647⟩. ⟨hal-01635455v2⟩

Conference papers5 documents

  • Quentin Delannoy, Chi-Hieu Pham, Clément Cazorla, Carlos Tor-Díez, Guillaume Dollé, et al.. Réseaux antagonistes génératifs pour la reconstruction super-résolution et la segmentation en IRM. Extraction et Gestion des Connaissances - Atelier Apprentissage Profond : Théorie et Applications (APTA@EGC), 2020, Bruxelles, Belgique. ⟨hal-02387754⟩
  • Chi-Hieu Pham, Carlos Tor-Díez, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, et al.. Simultaneous super-resolution and segmentation using a generative adversarial network: Application to neonatal brain MRI. International Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.991-994, ⟨10.1109/ISBI.2019.8759255⟩. ⟨hal-01895163⟩
  • Chi-Hieu Pham, Carlos Tor-Díez, Hélène Meunier, Nathalie Bednarek, Ronan Fablet, et al.. Super-résolution et segmentation simultanées d’IRM cérébrales néonatales par réseaux antagonistes génératifs. Congrès National d’Imagerie du Vivant (CNIV), 2019, Paris, France. ⟨hal-01978970⟩
  • Carlos Tor-Díez, Chi-Hieu Pham, Hélène Meunier, Sylvain Faisan, Isabelle Bloch, et al.. Evaluation of cortical segmentation pipelines on clinical neonatal MRI data. Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. pp.6553-6556, ⟨10.1109/EMBC.2019.8856795⟩. ⟨hal-01896545⟩
  • Chi-Hieu Pham, Aurelien Ducournau, Ronan Fablet, François Rousseau. Brain MRI Super-Resolution using Deep 3D Convolutional Networks. ISBI 2017 : IEEE 14th International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.197 - 200, ⟨10.1109/ISBI.2017.7950500⟩. ⟨hal-01596811⟩

Theses1 document

  • Chi-Hieu Pham. Deep learning for medical image super resolution and segmentation. Image Processing [eess.IV]. Ecole nationale supérieure Mines-Télécom Atlantique, 2018. English. ⟨NNT : 2018IMTA0124⟩. ⟨tel-02124889⟩