Duc Duy Pham

According to our database, Duc Duy Pham authored at least 17 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exploring Learning Curves in Acupuncture Education Using Vision-Based Needle Tracking.

Duc Duy Pham, Trong Hieu Luu, Le Trung Chanh Tran, Hoai Trang Nguyen Thi, Hoang-Long Cao

Multimodal Technol. Interact., June, 2023

Anatomical Priors for Fully Automated Medical Image Segmentation

Duc Duy Pham

PhD thesis, 2023

2022

Grad-CAM Guided U-Net for MRI-based Pseudo-CT Synthesis.

Gurbandurdy Dovletov, Duc Duy Pham, Stefan Lörcks, Josef Pauli, Marcel Gratz, Harald H. Quick

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Improved MRI-based Pseudo-CT Synthesis via Segmentation Guided Attention Networks.

Gurbandurdy Dovletov, Duc Duy Pham, Josef Pauli, Marcel Gratz, Harald H. Quick

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.

A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver

Medical Image Anal., 2021

Unsupervised Adversarial Domain Adaptation for Multi-Label Classification of Chest X-Ray.

Duc Duy Pham, S. M. Koesnadi, Gurbandurdy Dovletov, Josef Pauli

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Using Anatomical Priors for Deep 3D One-shot Segmentation.

Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Liver Segmentation in CT with MRI Data: Zero-Shot Domain Adaptation by Contour Extraction and Shape Priors.

Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Fully vs. Weakly Supervised Caries Localization in Smartphone Images with CNNs.

Duc Duy Pham, Jonas Müller, Piush Aggarwal, Amit Khatri, Mayank Sharma, Torsten Zesch, Josef Pauli

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation.

Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli

Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

U-Net in Constraint Few-Shot Settings.

Duc Duy Pham, Melanie Lausen, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Multitask-Learning for the Extraction of Avascular Necrosis of the Femoral Head in MRI.

Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

Deep Learning With Anatomical Priors: Imitating Enhanced Autoencoders In Latent Space For Improved Pelvic Bone Segmentation In MRI.

Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Segmentation Refinement with Result-Dependent Learning - A Double U-Net for Hip Joint Segmentation in MRI.

Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI.

Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Polar appearance models: A fully automatic approach for femoral model initialization in MRI.

Duc Duy Pham, Cosmin Adrian Morariu, Tobias Terheiden, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

MRI Hip Joint Segmentation: A Locally Bhattacharyya Weighted Hybrid 3D Level Set Approach.

Duc Duy Pham, Cosmin Adrian Morariu, Tobias Terheiden, Stefan Landgräber, Marcus Jäger, Josef Pauli

Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017