Gurbandurdy Dovletov

According to our database, Gurbandurdy Dovletov authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

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

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Double Grad-CAM Guidance for Improved MRI-based Pseudo-CT Synthesis.

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

Proceedings of the Bildverarbeitung für die Medizin 2023, 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

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

Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks.

Gurbandurdy Dovletov, Tobias Hegemann, Josef Pauli

Proceedings of the Image Analysis - 21st Scandinavian Conference, 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