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Chi-Hieu Pham

Brain MRI super-resolution using deep 3D convolutional networks
2017 · Chi-Hieu Pham, Aurelien Ducournau, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 232
Multiscale brain MRI super-resolution using deep 3D convolutional networks
2019 · Chi-Hieu Pham, Carlos Tor-Díez, et al. · Computerized Medical Imaging and Graphics · 195
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SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI
2020 · Quentin Delannoy, Chi-Hieu Pham, et al. · Computers in Biology and Medicine · 91
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A PCA-like Autoencoder
2019 · Ladjal, Saïd, Newson, Alasdair, et al. · arXiv (Cornell University) · 62
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PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks
2022 · Chi-Hieu Pham, Saïd Ladjal, et al. · Journal of Mathematical Imaging and Vision · 45
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Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey
2023 · Ikram Eddahmani, Chi-Hieu Pham, et al. · Sensors · 23
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Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption
2023 · Chi-Hieu Pham, Thien Huynh-The, et al. · Computer Methods and Programs in Biomedicine · 21
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Simultaneous Super-Resolution and Segmentation Using a Generative Adversarial Network: Application to Neonatal Brain MRI
2019 · C.-H. Pham, C. Tor-Diez, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 17
An Approach for Efficient Detection of Cephalometric Landmarks
2014 · Thuong Le-Tien, Hieu Pham-Chi · Procedia Computer Science · 12
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Machine learning-based modeling of the anode heel effect in x-ray Beam Monte Carlo simulations
2025 · Hussein Harb, Didier Benoit, et al. · Physics in Medicine and Biology · 4
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Fast operating room scattered radiation calculation in x-ray guided interventions by using deep learning
2025 · Hussein Harb, Mateo Villa, et al. · Journal of Radiological Protection · 4
A DWT-based image watermarking approach using quantization on filtered blocks
2014 · Thien Huynh-The, Sungyoung Lee, et al. · International Conference on Advanced Technologies for Communications · 4
Using the histogram of oriented gradients for detecting cephalometric landmarks
2013 · Thuong Le-Tien, Thong Nguyen-Thien, et al. · International Conference on Advanced Technologies for Communications · 4
Semi-supervised learning for dose prediction in targeted radionuclide therapy: a synthetic data study
2026 · Jing Zhang, Alexandre Bousse, et al. · Physics in Medicine and Biology · 3
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Towards automation of warehouse management: Counting boxes on pallets via 3D reconstruction from a single image
2025 · Ikram Eddahmani, Thibault Napoléon, et al. · Applied Intelligence · 3
Evaluation of cortical segmentation pipelines on clinical neonatal MRI data
2019 · C. Tor-Diez, C.-H. Pham, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 3
Fast 3D whole-body occupational dose estimation in interventional radiology using physics-informed deep learning
2026 · Hussein Harb, Didier Benoit, et al. · Radiological Physics and Technology · 2
Privacy Preserving Encoder Classifier for Access Control Based on Face Recognition
2023 · Raghida El Saj, Chi-Hieu Pham, et al. · International Conference on Image Processing Theory, Tools and Applications (IPTA) · 2
Deep learning for medical image super resolution and segmentation
2018 · Chi-Hieu Pham · theses.fr (ABES) · 2
Fast occupational upper-limb radiation dose prediction using machine learning and Monte Carlo simulation
2026 · Hussein Harb, Kamilia Taguelmimt, et al. · Journal of Radiological Protection · 1
Learning disentangled representation of video for pallet decomposition in industrial warehouses
2023 · Ikram Eddahmani, Chi Hieu Pham, et al. · Pattern Recognition and Tracking · 1
Ai-driven Radiation Dose Assessment for Physicians in Interventional Radiology Based on Monte Carlo Simulations
2026 · Harb, Hussein, Pham, Chi-Hieu, et al. · HAL
A Fast and Generic Energy-Shifting Transformer for Hybrid Monte Carlo Radiotherapy Calculation
2026 · Pham, Chi-Hieu, Benoit, Didier, et al. · arXiv (Cornell University)
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Scout Monte Carlo: Preliminary Results of a Variance Reduction Technique for Photon Scattering Dose Calculation
2025 · J. Bert, D. Benoit, et al. · IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
Machine Learning-Based Rapid Dose Estimation of Upper Extremities in Interventional Radiology
2025 · Harb, Hussein, Taguelmimt, Kamilia, et al. · HAL
Works count: 28
Citation count: 731
H-index: 9
I10-index: 9
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