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M. Sc. Gurbandurdy Dovletov

Informatik / SE

Anschrift
Bismarckstr. 90 (BC)
47057 Duisburg
Raum
BC 414
Telefon
+49 203 379 3583
Telefax
+49 203 379 4363
E-Mail
gurbandurdy.dovletov@uni-due.de

Funktionen

  • Wissenschaftliche/r Mitarbeiter/in, Intelligente Systeme

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Bozdağı Akar, Gözde; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper
    CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
    In: Medical Image Analysis Jg. 69 (2021) S. 101950
    Online Volltext: dx.doi.org/ (Open Access)

    • Beiträge in Sammelwerken und Tagungsbänden

  • Dovletov, Gurbandurdy; Karadeniz, Utku; Lörcks, Stefan; Pauli, Josef; Gratz, Marcel; Quick, Harald H.
    Bone-Aware Generative Adversarial Network with Supervised Attention Mechanism for MRI-Based Pseudo-CT Synthesis
    In: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOIMAGING 2024) / 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOIMAGING 2024): Rome, Italy Jg. 1 2024, S. 223 - 235
    Online Volltext: dx.doi.org/
  • Dovletov, Gurbandurdy; Lörcks, Stefan; Pauli, Josef; Gratz, Marcel; Quick, Harald H.
    Double Grad-CAM Guidance for Improved MRI-based Pseudo-CT Synthesis
    In: Bildverarbeitung für die Medizin 2023: Proceedings / German Workshop on Medical Image Computing ; July 2-4, 2023, Braunschweig, Germany / Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus; Palm, Christoph; Tolxdorff, Thomas (Hrsg.) 2023, S. 45 - 50
    Online Volltext: dx.doi.org/
  • Dovletov, Gurbandurdy; Karadeniz, Utku; Lörcks, Stefan; Pauli, Josef; Gratz, Marcel; Quick, Harald H.
    Learning to Pay Attention by Paying Attention : Attention U-Net with Extra Supervision for MRI-based Pseudo-CT Synthesis
    In: Image Analysis: Proceedings, Part II / 23rd Scandinavian Conference (SCIA 2023): Sirkka, Finland; 18–21 April 2023 / Gade, Rikke; Felsberg, Michael; Kämäräinen, Joni-Kristian (Hrsg.) 2023, S. 229 - 242
    Online Volltext: dx.doi.org/
  • Dovletov, Gurbandurdy; Pham, Duc Duy; Lörcks, Stefan; Pauli, Josef; Gratz, Marcel; Quick, Harald H.
    Grad-CAM Guided U-Net for MRI-based Pseudo-CT Synthesis
    In: Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) / 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland 2022, S. 2071 - 2075
    Online Volltext: dx.doi.org/
  • Dovletov, Gurbandurdy; Pham, Duc Duy; Pauli, Josef; Gratz, Marcel; Quick, Harald H.
    Improved MRI-based Pseudo-CT Synthesis via Segmentation Guided Attention Networks
    In: Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOIMAGING): Volume 2 / 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOIMAGING), 9-11 February 2022, Online / Gracani, Denis; Fred, Ana; Gamboa, Hugo (Hrsg.) 2022, S. 131 - 140
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Pauli, Josef
    A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation
    In: Pattern Recognition: 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings / 42nd DAGM German Conference, 28.09.-01.10.2020, Tübingen / Akata, Zeynep; Geiger, Andreas; Sattler, Torsten (Hrsg.) 2021, S. 432 - 444
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Koesnadi, S.M.; Dovletov, Gurbandurdy; Pauli, Josef
    Unsupervised adversarial domain adaptation for multi-label classification of chest x-Ray
    In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) / 18th International Symposium on Biomedical Imaging (ISBI) ; April 13-16, 2021, Nice, France 2021, S. 1236 - 1240
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Pauli, Josef
    Using anatomical priors for deep 3D one-shot segmentation
    In: BIOSTEC 2021 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies: Proceedings, Volume 2: Bioimaging / BIOIMAGING 2021 - 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, 11.-13.02.2021, Virtual / Douplik, Alexandre; Fred, Ana; Gamboa, Hugo (Hrsg.) 2021, S. 174 - 181
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Pauli, Josef
    Liver Segmentation in CT with MRI Data : Zero-Shot Domain Adaptation by Contour Extraction and Shape Priors
    In: Proceedings - International Symposium on Biomedical Imaging / 17th IEEE International Symposium on Biomedical Imaging, ISBI 2020; Iowa City; United States; 3 - 7 April 2020 Jg. April 2020, S. 1538 - 1542
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Serong, Sebastian; Landgraeber, Stefan; Jäger, Marcus; Pauli, Josef
    Multitask-learning for the extraction of avascular necrosis of the femoral head in MRI
    In: Bildverarbeitung für die Medizin 2020 / Algorithmen – Systeme – Anwendungen. Workshop vom 15. bis 17. März 2020 in Berlin / Tolxdorff, Thomas; Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus H.; Palm, Christoph (Hrsg.) 2020, S. 150 - 155
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Lausen, Melanie; Dovletov, Gurbandurdy; Serong, Sebastian; Landgraeber, Stefan; Jäger, Marcus; Pauli, Josef
    U-net in constraint few-shot settings : enforcing few-sample-fitting for faster convergence of u-net for femur segmentation in X-ray
    In: Bildverarbeitung für die Medizin 2020 / Algorithmen – Systeme – Anwendungen. Workshop vom 15. bis 17. März 2020 in Berlin / Tolxdorff, Thomas; Deserno, Thomas M.; Handels, Heinz; Maier, Andreas; Maier-Hein, Klaus H.; Palm, Christoph (Hrsg.) 2020, S. 280 - 285
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Warwas, Sebastian; Landgraeber, Stefan; Jäger, Marcus; Pauli, Josef
    Deep learning with anatomical priors : Imitating enhanced autoencoders in latent space for improved pelvic bone segmentation in MRI
    In: Proceedings of the 16th IEEE International Symposium on Biomedical Imaging / ISBI 2019; Venice; Italy; 8 - 11 April 2019 Jg. April 2019, S. 1166 - 1169
    Online Volltext: dx.doi.org/ (Open Access)
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Warwas, Sebastian; Landgraeber, Stefan; Jäger, Marcus; Pauli, Josef
    Deep segmentation refinement with result-dependent learning : A double U-net for hip joint segmentation in MRI
    In: Bildverarbeitung für die Medizin 2019: lgorithmen – Systeme – Anwendungen / Workshop vom 17. bis 19. März 2019 in Lübeck 2019, S. 49 - 54
    Online Volltext: dx.doi.org/
  • Pham, Duc Duy; Dovletov, Gurbandurdy; Warwas, Sebastian; Landgraeber, Stefan; Jäger, Marcus; Pauli, Josef
    Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI
    In: Bildverarbeitung für die Medizin 2019: Algorithmen – Systeme – Anwendungen / Workshop vom 17. bis 19. März 2019 in Lübeck / Handels, Heinz; Deserno, Thomas M.; Maier, Andreas (Hrsg.) 2019, S. 43 - 48
    Online Volltext: dx.doi.org/
  • Dovletov, Gurbandurdy; Hegemann, Tobias; Pauli, Josef
    Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks
    In: Image Analysis: Proceedings / 21st Scandinavian Conference, SCIA 2019, Norrköping, Sweden, June 11–13, 2019 / Felsberg, Michael; Forssén, Per-Erik; Sintorn, Ida-Maria; Unger, Jonas (Hrsg.) 2019, S. 78 - 89
    Online Volltext: dx.doi.org/