Chi-Hieu Pham

Identifiants chercheurs

IdHAL :

chpham

ORCID :

0000-0001-7415-7746

Présentation

Maître de conférences

Publications

Article dans une revue (8)

Semi-supervised learning for dose prediction in targeted radionuclide therapy: a synthetic data study Jing Zhang,Alexandre Bousse,Chi-Hieu Pham,Kuangyu Shi,Julien Bert Physics in Medicine and Biology, 2026, 71 (2), pp.025005. ⟨10.1088/1361-6560/ae36df⟩ Article dans une revue hal-05512877v1
Fast Operating Room Scattered Radiation Calculation in X-ray Guided Interventions by Using Deep Learning Hussein Harb,Mateo Villa,Didier Benoit,Chi-Hieu Pham,Bahaa Nasret al. Journal of Radiological Protection, In press, ⟨10.1088/1361-6498/ae268e⟩ Article dans une revue hal-05394659v1
Towards automation of warehouse management: Counting boxes on pallets via 3D reconstruction from a single image Ikram Eddahmani,Thibault Napoléon,Chi-Hieu Pham,Isabelle Badoc,Marwa El-Bouz Applied Intelligence, 2025, 55 (10), pp.766. ⟨10.1007/s10489-025-06621-z⟩ Article dans une revue hal-05119555v1
Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption Chi-Hieu Pham,Thien Huynh-The,Ehsan Sedgh-Gooya,Marwa El-Bouz,Ayman Alfalou Computer Methods and Programs in Biomedicine, 2023, pp.107854. ⟨10.1016/j.cmpb.2023.107854⟩ Article dans une revue hal-04248917v1
Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey Ikram Eddahmani,Chi-Hieu Pham,Thibault Napoléon,Isabelle Badoc,Jean-Rassaire Fouefacket al. Sensors, 2023, 23 (4), pp.2362. ⟨10.3390/s23042362⟩ Article dans une revue hal-04092026v1
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks Chi-Hieu Pham,Saïd Ladjal,Alasdair Newson Journal of Mathematical Imaging and Vision, 2022, 64 (5), pp.569-585. ⟨10.1007/s10851-022-01077-z⟩ Article dans une revue hal-03713275v1
SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI Quentin Delannoy,Chi-Hieu Pham,Clément Cazorla,Carlos Tor-Díez,Guillaume Dolléet al. Computers in Biology and Medicine, 2020, 120, pp.103755. ⟨10.1016/j.compbiomed.2020.103755⟩ Article dans une revue hal-02189136v3
Multiscale brain MRI super-resolution using deep 3D convolutional networks Chi-Hieu Pham,Carlos Tor-Díez,Hélène Meunier,Nathalie Bednarek,Ronan Fabletet al. Computerized Medical Imaging and Graphics, 2019, 77, pp.101647. ⟨10.1016/j.compmedimag.2019.101647⟩ Article dans une revue hal-01635455v2

Communication dans un congrès (7)

Scout Monte Carlo: Preliminary Results of a Variance Reduction Technique for Photon Scattering Dose Calculation Julien Bert,Didier Benoit,Chi-Hieu Pham,Dimitris Visvikis IEEE Medical Imaging Conference (MIC)., Nov 2025, Yokohama, Japan Communication dans un congrès hal-05374155v1
Learning disentangled representation of video for pallet decomposition in industrial warehouses Ikram Eddahmani,Chi Hieu Pham,Thibault Napoléon,Isabelle Badoc,Marwa El Bouz Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, United States. pp.3, ⟨10.1117/12.2663161⟩ Communication dans un congrès hal-04136828v1
Réseaux antagonistes génératifs pour la reconstruction super-résolution et la segmentation en IRM Quentin Delannoy,Chi-Hieu Pham,Clément Cazorla,Carlos Tor-Díez,Guillaume Dolléet al. Extraction et Gestion des Connaissances - Atelier Apprentissage Profond : Théorie et Applications (APTA@EGC), 2020, Bruxelles, Belgique Communication dans un congrès hal-02387754v1
Evaluation of cortical segmentation pipelines on clinical neonatal MRI data Carlos Tor-Díez,Chi-Hieu Pham,Hélène Meunier,Sylvain Faisan,Isabelle Blochet al. Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. pp.6553-6556, ⟨10.1109/EMBC.2019.8856795⟩ Communication dans un congrès hal-01896545v1
Super-résolution et segmentation simultanées d’IRM cérébrales néonatales par réseaux antagonistes génératifs Chi-Hieu Pham,Carlos Tor-Díez,Hélène Meunier,Nathalie Bednarek,Ronan Fabletet al. Congrès National d’Imagerie du Vivant (CNIV), 2019, Paris, France Communication dans un congrès hal-01978970v1
Simultaneous super-resolution and segmentation using a generative adversarial network: Application to neonatal brain MRI Chi-Hieu Pham,Carlos Tor-Díez,Hélène Meunier,Nathalie Bednarek,Ronan Fabletet al. International Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.991-994, ⟨10.1109/ISBI.2019.8759255⟩ Communication dans un congrès hal-01895163v1
Brain MRI Super-Resolution using Deep 3D Convolutional Networks Chi-Hieu Pham,Aurelien Ducournau,Ronan Fablet,François Rousseau ISBI 2017 : IEEE 14th International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.197 - 200, ⟨10.1109/ISBI.2017.7950500⟩ Communication dans un congrès hal-01596811v1

Thèse (1)

Deep learning for medical image super resolution and segmentation Chi-Hieu Pham Image Processing [eess.IV]. Ecole nationale supérieure Mines-Télécom Atlantique, 2018. English. ⟨NNT : 2018IMTA0124⟩ Thèse tel-02124889v1