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 (Bildverarbeitung für die Medizin, 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 (Bildverarbeitung für die Medizin, 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 (ISBI, 2019)

Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks. - Gurbandurdy Dovletov; Tobias Hegemann; Josef Pauli (SCIA, 2019)

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 (Bildverarbeitung für die Medizin, 2020)

U-Net in Constraint Few-Shot Settings. - Duc Duy Pham; Melanie Lausen; Gurbandurdy Dovletov; Sebastian Serong; Stefan Landgräber; Marcus Jäger; Josef Pauli (Bildverarbeitung für die Medizin, 2020)

A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation. - Duc Duy Pham; Gurbandurdy Dovletov; Josef Pauli (GCPR, 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 (ISBI, 2020)

Using Anatomical Priors for Deep 3D One-shot Segmentation. - Duc Duy Pham; Gurbandurdy Dovletov; Josef Pauli (BIOIMAGING, 2021)

Unsupervised Adversarial Domain Adaptation for Multi-Label Classification of Chest X-Ray. - Duc Duy Pham; S. M. Koesnadi; Gurbandurdy Dovletov; Josef Pauli (ISBI, 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; et al. (Medical Image Anal., 2021)

Improved MRI-based Pseudo-CT Synthesis via Segmentation Guided Attention Networks. - Gurbandurdy Dovletov; Duc Duy Pham; Josef Pauli; Marcel Gratz; Harald H. Quick (BIOIMAGING, 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 (EMBC, 2022)

Double Grad-CAM Guidance for Improved MRI-based Pseudo-CT Synthesis. - Gurbandurdy Dovletov; Stefan Lörcks; Josef Pauli; Marcel Gratz; Harald H. Quick (Bildverarbeitung für die Medizin, 2023)

Learning to Pay Attention by Paying Attention - Attention U-Net with Extra Supervision for MRI-based Pseudo-CT Synthesis. - Gurbandurdy Dovletov; Utku Karadeniz; Stefan Lörcks; Josef Pauli; Marcel Gratz; Harald H. Quick (SCIA (2), 2023)

Bone-Aware Generative Adversarial Network with Supervised Attention Mechanism for MRI-Based Pseudo-CT Synthesis. - Gurbandurdy Dovletov; Utku Karadeniz; Stefan Lörcks; Josef Pauli; Marcel Gratz; Harald H. Quick (BIOSTEC (1), 2024)